Command disabled: index
 

Top Conferences Counts

Year CountsAverage Counts*
201731.0
201630.7
201551.283
201410.2
201351.283
201220.45
201120.367
201061.733
200971.95
200851.333
200762.034
200661.584
200510.5
200431.0
TOTAL5515.42

*Average Counts means each paper is discounted by the number of authors before adding together.

2017

  1. “Risk Control of Best Arm Identification in Multi-Armed Bandits via Successive Rejects,” Xiaotian Yu, Irwin King, M. R. Lyu, in Proceedings of the 2017 IEEE International Conference on Data Mining series (ICDM 2017) , New Orleans, USA, November 18–21, 2017, accepted.
    Paper [ML]

  2. “Traffic Prediction Based Power Saving in Cellular Networks:A Machine Learning Method,” Sheng Zhang, Shenglin Zhao, Mingxuan Yuan, Jia Zeng, Jianguo Yao, M. R. Lyu, Irwin King, in Proceedings of the 25th ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL 2017), Redondo Beach, California, USA, November 7–10, 2017, accepted.
    Paper [ML]

  3. “Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation,” Shenglin Zhao, Irwin King, and M. R. Lyu, Neural Processing Letters (NPL), accepted.
    Paper [ML]

  4. “Online Reliability Prediction via Motifs-Based Dynamic Bayesian Networks for Service-Oriented Systems,” Hongbing Wang, Lei Wang, Qi Yu, Zibin Zheng, Athman Bouguettaya, and M.R. Lyu, IEEE Transactions on Software Engineering. (TSE), vol.43, issue.6, 2017, pp.556-579.
    Paper [SE]

  5. “Concolic Execution on Small-Size Binaries: Challenges and Empirical Study,” Hui Xu, Yangfan Zhou, Yu Kang and Michael R. Lyu, in Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks. (DSN 2017), Denver, CO, USA, June 26-29, 2017, pp. 181-188.
    Paper [SE]

  6. “CARP: Context-Aware Reliability Prediction of Black-Box Web Services,” Jieming Zhu, Pinjia He, Qi Xie, Zibin Zheng, and Michael R. Lyu, in Proceedings of the 24th International Conference on Web Services (ICWS 2017), Honolulu, HI, USA, June 25-30, 2017, pp. 17-24.
    Paper [DS]

  7. “Drain: An Online Log Parsing Approach with Fixed Depth Tree,” Pinjia He, Jieming Zhu, Zibin Zheng, and Michael R. Lyu, in Proceedings of the 24th International Conference on Web Services (ICWS 2017), Honolulu, HI, USA, June 25-30, 2017, pp. 33-40.
    Paper [DS]

  8. “Simple and efficient parallelization for probabilistic temporal tensor factorization,” Guangxi Li, Zenglin Xu, Linnan Wang, Irwin King, M. R. Lyu, in Proceedings of the 2017 International Joint Conference on Neural Networks (IJCNN 2017), Anchorage, AK, USA, May 14–19, 2017.
    Paper [ML]

  9. “Software Defect Prediction via Convolutional Neural Network,” Jian Li, Pinjia He, Jieming Zhu, M. R. Lyu, in Proceedings of the 2017 IEEE International Conference on Software Quality, Reliability and Security (QRS 2017), Prague, Czech Republic, July 25-29, 2017, pp. 318-328.
    Paper [SE]

  10. “FROSH: FasteR Online Sketching Hashing,” Xixian Chen, Irwin King, M. R. Lyu, in Proceedings of the 2017 International Conference on Uncertainty in Artificial Intelligence (UAI 2017), Sydney, Australia, August 11–15, 2017.
    Paper Appendix Poster Slides [ML]

  11. “Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data,” Xixian Chen, M. R. Lyu, Irwin King, in Proceedings of the 34th International Conference on Machine Learning (ICML 2017), Sydney, Australia, August 06–11, 2017, pp. 767-776.
    Paper Appendix Poster Slides [ML]

  12. “Learning to Rank Using Localized Geometric Mean Metrics,” Yuxin Su, Irwin King, M. R. Lyu, in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Tokyo, Japan, August 07–11, 2017, pp. 45-54.
    Paper [ML]

  13. “Mining Business Opportunities from Location-based Social Networks,” Shenglin Zhao, Irwin King, M. R. Lyu, Jia Zeng, Mingxuan Yuan, in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017 short), Tokyo, Japan, August 07–11, 2017, pp. 1037-1040.
    Paper [ML]

  14. “IntelliAd: assisting mobile app developers in measuring ad costs automatically,” Cuiyun Gao, Yichuan Man, Hui Xu, Jieming Zhu, Yangfan Zhou, M.R. Lyu, in Proceedings of the ACM/IEEE 39th International Conference on Software Engineering Companion (ICSE-C 2017), Buenos Aires, Argentina, May 20-28, 2017, pp. 253-255.
    Paper [SE]

  15. “Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization,” Jieming Zhu, Pinjia He, Zibin Zheng, and M.R. Lyu, IEEE Transactions on Parallel and Distributed systems. (TPDS), vol.28, issue.10, 2017, pp.2911-2924.
    Paper [DS]

  16. “Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-interest Recommendation,” Shenglin Zhao, Tong Zhao, Irwin King, M.R. Lyu, in Proceedings of the 26th International Conference on World Wide Web Companion (WWW 2017 Companion), Perth, Australia, April 03–07, 2017, pp. 153-162.
    Paper [ML]

  17. “CBRAP: Contextual Bandits with RAndom Projection,” Xiaotian Yu, Michael R. Lyu, Irwin King, in Proceedings of the 31th AAAI Conference on Artificial Intelligence (AAAI 2017), San Francisco, California USA, February 4–9, 2017, pp.2859-2866.
    Paper [ML]

2016

  1. “A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks,” Chen Cheng, Haiqin Yang, Irwin King, and M.R. Lyu, ACM Transactions on Intelligent Systems and Technology (TIST), vol.8, no.1, 2016, article 10.
    Paper [ML]

  2. “Assessing the Security Properties of Software Obfuscation,” Hui Xu, and Michael R. Lyu, IEEE Security & Privacy Magazine (SP), vol.14, issue.5, 2016, pp.80-83.
    Paper [SE]

  3. “Aggregated Temporal Tensor Factorization Model for Point-of-interest Recommendation,” Shenglin Zhao, Michael R. Lyu, and Irwin King, in Proceedings of the 23rd International Conference on Neural Information Processing (ICONIP2016), Kyoto, Japan, October 16-21, 2016, pp. 450-458.
    Paper [ML]

  4. “ARF-Predictor: Effective Prediction of Aging-Related Failure Using Entropy,” Pengfei Chen, Yong Qi, Xinyi Li, Di Hou and M.R. Lyu, IEEE Transactions on Dependable and Secure Computing (TDSC), accepted.
    Paper [DS]

  5. “Web Service Personalized Quality-of-Service Prediction via Reputation-based Matrix Factorization,” Jianlong Xu, Zibin Zheng, and M.R. Lyu, IEEE Transactions on Reliability (TR), vol.65, no.1, 2016, pp.28-37.
    Paper [DS]

  6. “On Cloud Service Reliability Enhancement with Optimal Resource Usage,” Ao Zhou, Shangguang Wang, Zibin Zheng, Ching-Hsien Hsu, M.R. Lyu, and Fangchun Yang, IEEE Transactions on Cloud Computing (TCC), vol.4, no.4, 2016, pp.452-466.
    Paper [DS]

  7. “A Spatial-Temporal QoS Prediction Approach for Time-aware Web Service Recommendation,” Xinyu Wang, Jianke Zhu, Zibin Zheng, Wenjie Song, Yuanhong Shen, and M.R. Lyu, ACM Transactions on the Web (TWeb), vol.10, no.1, 2016, no.7.
    Paper [DS]

  8. “DiagDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions,” Yu Kang, Yangfan Zhou, Hui Xu and Michael R. Lyu, in Proceedings of the 24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE 2016), Seattle, WA, USA. November 13-18, 2016, pp.410-421.
    Paper [SE]

  9. “Distributed Information-Theoretic Metric Learning in Apache Spark,” Yuxin Su, Haiqin Yang, Irwin King, M.R. Lyu, in Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN 2016), Vancouver, Canada, July 24-29, 2016, pp. 3306-3313.
    Paper [ML]

  10. “Online Non-negative Dictionary Learning via Moment Information for Sparse Poisson Coding,” Xiaotian Yu, Haiqin Yang, Irwin King, M.R. Lyu, in Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN 2016), Vancouver, Canada, July 24-29, 2016, pp. 5094-5101.
    Paper [ML]

  11. “Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection,” Hongyi Zhang, Tong Zhao, Irwin King, M.R. Lyu, in Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), New York City, USA, July 9–15, 2016, pp. 3938-3944.
    Paper [ML]

  12. “Asymmetric Correlation Regularized Matrix Factorization for Web Service Recommendation,” Qi Xie, Shenglin Zhao, Zibin Zheng, Jieming Zhu and Michael R. Lyu, in Proceedings of the 23rd International Conference on Web Services (ICWS 2016), San Francisco, USA, June 27 - July 2, 2016, pp. 204-211.
    Paper Presentation[DS]

  13. “An Evaluation Study on Log Parsing and Its Use in Log Mining,” Pinjia He, Jieming Zhu, Shilin He, Jian Li and Michael R. Lyu, in Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks. (DSN 2016), Toulouse, France, June 28-July 1st, 2016, pp. 654-661.
    Paper Presentation [DS]

  14. “N-version Obfuscation,” Hui Xu, Yangfan Zhou and Michael R. Lyu, in Proceedings of the 2nd ACM Cyber-Physical System Security Workshop (CPSS 2016), Xi'an, China, May 30, 2016, pp. 22-33.
    Paper [SE]

  15. “STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation,” Shenglin Zhao, Tong Zhao, Haiqin Yang, M.R. Lyu,Irwin King, in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI 2016), Phoenix, Arizona USA, February 12–17, 2016, pp. 315-321.
    Paper [ML]

  16. “Experience Report: Detecting Poor-Responsive UI in Android Applications,” Yu kang, Yangfan Zhou, Min Gao, Yixia Sun,and Michael R. Lyu, in Proceedings of the 27th International Sysposium on Software Reliability Engineering (ISSRE 2016), Ottawa, Canada, October 23-27, 2016, pp. 490-501.
    Paper [SE]

  17. “Experience Report: Understanding Cross-Platform App Issues From User Reviews,” Yichuan Man, Cuiyun Gao, Michael R. Lyu, and Jiuchun Jiang, in Proceedings of the 27th International Sysposium on Software Reliability Engineering (ISSRE 2016), Ottawa, Canada, October 23-27, 2016, pp. 138-149.
    Paper [DS]

  18. “Experience Report: System Log Analysis for Anomaly Detection,” Shilin He, Jieming Zhu, Pinjia He, and Michael R. Lyu, in Proceedings of the 27th International Sysposium on Software Reliability Engineering (ISSRE 2016), Ottawa, Canada, October 23-27, 2016, pp. 207-218.
    Paper Presentation [DS]

2015

  1. “Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems,” S. Wang, Z. Zheng, Z. Wu, M. Lyu, F. Yang, IEEE Transactions on Services Computing (TSC), vol.8, no.5, 2015, pp. 755-767.
    Paper [DS]

  2. “Maximum margin semi-supervised learning with irrelevant data,” Haiqin Yang, Kaizhu Huang, Irwin King and M.R. Lyu, Neural Networks (NN), vol. 70, Oct. 2015, pp. 90-102.
    Paper [ML]

  3. “Budget constrained non-monotonic feature selection,” Haiqin Yang, Zenglin Xu, M.R. Lyu and Irwin King, Neural Networks (NN), vol. 71, Nov. 2015, pp. 214-224.
    Paper [ML]

  4. “Extracting and Selecting Distinctive EEG Features for Efficient Epileptic Seizure Prediction,” N. Wang and M.R. Lyu, IEEE Journal of Biomedical and Health Informatics (JBHI), vol. 19, no. 5, Sept. 2015, pp. 1648-1659.
    Paper [ML]

  5. “Fast Relative-Error Approximation Algorithm for Ridge Regression,” Shouyuan Chen, Yang Liu, M.R. Lyu, Irwin King, Shengyu Zhang, in Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence (UAI 2015), Amsterdam, Netherlands, July 12–16, 2015, pp.201-210.
    Paper [ML]

  6. “Entropy-Based Service Selection with Uncertain QoS for Mobile Cloud Computing,” Yue Wang, Zibin Zheng and Michael R. Lyu, in Proceedings of the 2015 IEEE Conference on Collaboration and Internet Computing (CIC 2015), Hangzhou, China, Oct. 27-30, 2015, pp. 252-259.
    Paper [DS]

  7. “PAID: Proritizing App Issues for Developers by Tracking User Reviews Over Versions,” Cuiyun Gao, Baoxiang Wang, Pinjia He, Jieming Zhu, Yangfan Zhou, and Michael R. Lyu, in Proceedings of the 26th International Sysposium on Software Reliability Engineering (ISSRE 2015), Washington DC, USA, November 2-5, 2015, pp. 35-45.
    Paper [DS]

  8. “SpyAware: Investigating the Privacy Leakage Signatures in App Execution Traces,” Hui Xu, Yangfan Zhou, Cuiyun Gao, Yu Kang, and Michael R. Lyu, in Proceedings of the 26th International Sysposium on Software Reliability Engineering (ISSRE 2015), Washington DC, USA, November 2-5, 2015, pp. 348-358.
    Paper [SE]

  9. “A Topic-Biased User Reputation Model in Rating Systems,” Baichuan Li, Rong-Hua Li, Irwin King, M.R. Lyu, and Jeffrey Xu Yu, Knowledge and Information Systems (KAIS), vol.44, no.3, 2015, pp.581-607.
    Paper [ML]

  10. “Service Fault Tolerance for Highly Reliable Service-Oriented Systems: An Overview,” Zibin Zheng, M.R. Lyu, and Huaimin Wang, SCIENCE CHINA Information Sciences, vol.58, no.5, 2015, pp. 1-12.
    Paper [DS]

  11. “Learning to Suggest Questions in Social Media,” Tom Chao Zhou, M.R. Lyu, Irwin King, and Jie Lou, Knowledge and Information Systems (KAIS), vol.43, no.2, 2015, pp. 389-416.
    Paper [ML]

  12. “Boosting Response Aware Model-Based Collaborative Filtering,” Haiqin Yang, Guang Ling, Yuxin Su, M.R. Lyu, and Irwin King, IEEE Transactions on Knowledge and Data Engineering (TKDE), vol.27, no.8, 2015, pp. 2064-2077.
    Paper [ML]

  13. “Towards Operational Cost Minimization in Hybrid Clouds for Dynamic Resource Provisioning with Delay-Aware Optimization,” Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, and M.R. Lyu, IEEE Transactions on Services Computing (TSC), vol.8, no.3, 2015, pp. 398-409.
    Paper [DS]

  14. “Guest Editorial: Recommendation Techniques for Services Computing and Cloud Computing,” M.R. Lyu, and Liang-Jie Zhang, IEEE Transactions on Services Computing (TSC), vol.8, no.3, 2015, pp. 422-424.
    Paper [DS]

  15. “Selecting an Optimal Fault Tolerance Strategy for Reliable Service-Oriented Systems with Local and Global Constraints,” Zibin Zheng, and M.R. Lyu, IEEE Transactions on Computer (TC), vol.64, no.1, 2015, pp.219-232.
    Paper [DS]

  16. “Exploiting k-Degree Locality to Improve Overlapping Community Detection,” Hongyi Zhang, M.R. Lyu, and Irwin King, In Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires, Argentina, July 25–31, 2015, pp. 2394-2400.
    Paper Poster [ML]

  17. “Training-Efficient Feature Map for Shift-Invariant Kernels,” Xixian Chen, Haiqin Yang, Irwin King, and M.R. Lyu, In Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires, Argentina, July 25–31, 2015, pp. 3395-3401.
    Paper [ML]

  18. “Learning to Log: Helping Developers Make Informed Logging Decisions,” Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang, M.R. Lyu, and Dongmei Zhang, in Proceedings of the ACM/IEEE 32nd International Conference on Software Engineering (ICSE 2015), Florence, Italy, May 16-24, 2015, pp. 415-425.
    Paper Presentation [SE]

  19. “Kernelized Online Imbalanced Learning with Fixed Budgets,” Junjie Hu, Haiqin Yang, Irwin King, M.R. Lyu, and Anthony Man-Cho So, In Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI 2015), Austin Texas, USA, January 25–30, 2015, pp. 2666-2672.
    Paper Supplemental Material Presentation [ML]

  20. “Incorporating Implicit Link Preference Into Overlapping Community Detection,” Hongyi Zhang, M.R. Lyu, and Irwin King, In Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI 2015), Austin Texas, USA, January 25–30, 2015, pp. 396-402.
    Paper [ML]

  21. “A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation,” Jieming Zhu, Pinjia He, Zibin Zheng, and M.R. Lyu, in Proceedings of the 22nd IEEE Conference on Web Services (ICWS 2015), New York, USA, June 27–July 2, 2014, pp. 241-248.
    Paper [DS]

2014

  1. “An Automatic Framework for Detecting and Characterizing the Performance Degradation of Software Systems,” Pengfei Zheng, Yong Qi, Yangfan Zhou, Pengfei Chen, Jianfeng Zhan, and M.R. Lyu, IEEE Transactions on Reliability (TR), vol.63, no.4, 2014, pp.927-943.
    Paper [SE]

  2. “Web Service Recommendation via Exploiting Location and QoS Information,” Xi Chen, Zibin Zheng, Qi Yu, and M.R. Lyu, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol.25, no.7, 2014, pp.1913-1924.
    Paper [DS]

  3. “An Online Performance Prediction Framework for Service-Oriented Systems,” Yilei Zhang, Zibin Zheng, and M.R. Lyu, IEEE Transactions on System, Man, and Cybernetics, Part A (TSMCA), vol.44, no.9, 2014, pp.1169-1181.
    Paper [DS]

  4. “Reliability-Based Design Optimization for Cloud Migration,” Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, and M.R. Lyu, IEEE Transactions on Services Computing (TSC), vol.7, no.2, 2014, pp.223-236.
    Paper [DS]

  5. “Modeling and Exploiting Tag Relevance for Web Service Mining,” Jian Wu, Liang Chen, Zibin Zheng, Yanan Xie, M.R. Lyu, and Zhaohui Wu, Knowledge and Information Systems (KAIS), vol.9, no.1, 2014, pp. 153-173.
    Paper [DS]

  6. “Investigating QoS of Real-World Web Services,” Zibin Zheng, Yilei Zhang, and M.R. Lyu, IEEE Transactions on Service Computing (TSC), vol.7, no.1, 2014, pp.32-39.
    Paper [DS]

  7. “Clustering Web Services to Facilitate Service Discovery,” Jian Wu, Liang Chen, Zibin Zheng, M.R. Lyu, and Zhaohui Wu, Knowledge and Information Systems (KAIS), vol.38, no.1, 2014, pp. 207-229.
    Paper [DS]

  8. “A Topology-aware Method for Scientific Spplication Deployment on Cloud,” Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng, and M.R. Lyu, International Journal of Web and Grid Services (IJWGS), vol.10, no.4, 2014, pp. 338-370.
    [DS]

  9. QoS-Aware Web Service Recommendation via Collaborative Filtering,” Xi Chen, Zibin Zheng, and M.R. Lyu, Web Services Foundations, 2014, pp. 563-588.
    Paper [DS]

  10. “CGA-based Deadlock Solving Strategies Towards Vehicle Sensing Systems,” Jianlong Xu, Zibin Zheng, and M.R. Lyu, EURASIP J. Wireless Comm. and Networking, 2014.
    Paper [DS]

  11. “Social Recommendation in Dynamic Networks,” Hao Ma, Irwin King, and M.R. Lyu, Encyclopedia of Social Network Analysis and Mining, 2014, pp. 1923-1929.
    Paper [ML]

  12. “Combinatorial Pure Exploration of Multi-Armed Bandits”, Shouyuan Chen, Tian Lin, Irwin King, M.R. Lyu and Wei Chen, in Proceedings of Advances in Neural Information Processing Systems (NIPS 2014) (Oral Presentation), Quebec, Canada, December 8-12, 2014, pp. 1-9.
    Paper Presentation [ML]

  13. “Gradient Boosting Factorization Machines,” Chen Cheng, Fen Xia, Tong Zhang, Irwin King, and M.R. Lyu, in Proceedings of the 8th ACM Conference on Recommender Systems (RecSys 2014), Silicon Valley, USA, October 6-10, 2014, pp. 265-272.
    Paper [ML]

  14. “Ratings Meet Reviews, a Combined Approach to Recommend,” Guang Ling, M.R. Lyu, and Irwin King, in Proceedings of the 8th ACM Conference on Recommender Systems (RecSys 2014), Silicon Valley, USA, October 6-10, 2014, pp. 105-112.
    Paper Presentation [ML]

  15. “Exploiting Homophily-based Implicit Social Network to Improve Recommendation Performance,” Tong Zhao, Junjie Hu, Pinjia He, Hang Fan, M.R. Lyu, and Irwin King, in Proceedings of the 2014 International Joint Conference on Neural Networks (IJCNN 2014), Beijing, China, July 6-11, 2014, pp. 2539-2547.
    Paper [ML]

  16. “Towards Online, Accurate, and Scalable QoS Prediction for Runtime Service Adaptation,” Jieming Zhu, Pinjia He, Zibin Zheng, and M.R. Lyu, in Proceedings of the 34th International Conference on Distributed Computing Systems (ICDCS 2014), Madrid, Spain, June 30–July 3, 2014, pp. 318-327.
    Paper Presentation [DS]

  17. “Towards Continuous and Passive Authentication via Touch Biometrics: An Experimental Study on Smartphones,” Hui Xu, Yangfan Zhou, and M.R. Lyu, in Proceedings of the USENIX Symposium on Usable Privacy and Security (SOUPS 2014), Menlo Park, CA, USA, July 9-11, 2014, pp. 187-198.
    Paper [SE]

  18. “Location-based Hierarchical Matrix Factorization for Web Service Recommendation,” Pinjia He, Jieming Zhu, Zibin Zheng, Jianlong Xu, and M.R. Lyu, in Proceedings of the 21st IEEE Conference on Web Services (ICWS 2014), Alaska, USA, June 27–July 2, 2014, pp. 297-304.
    Paper [DS]

  19. “Delay-Aware Cost Optimization for Dynamic Resource Provisioning in Hybrid Clouds,” Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, and M.R. Lyu, in Proceedings of the 21st IEEE Conference on Web Services (ICWS 2014), Alaska, USA, June 27–July 2, 2014, pp.169-176.
    Paper [DS]

  20. “Granger Causality-aware Prediction and Diagnosis of Software Degradation,” Pengfei Zheng, Yangfan Zhou, M.R. Lyu, and Yong Qi, in Proceedings of the 11th IEEE International Conference on Services Computing (SCC 2014), Alaska, USA, June 27–July 2, 2014, pp. 528-535.
    Paper [DS]

  21. “Towards an Open Data Set for Trace-Oriented Monitoring,” Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, and M.R. Lyu, in Proceedings of 7th IEEE International Conference on Cloud Computing (CLOUD 2014), Alaska, USA, June 27–July 2, 2014, pp. 922-923.
    Paper [DS]

  22. “A Hierarchical Matrix Factorization Approach for Location-based Web Service QoS Prediction,” Pinjia He, Jieming Zhu, Jianlong Xu, and M.R. Lyu, in Proceedings of the 8th IEEE International Symposium on Service-Oriented System Engineering (SOSE 2014), Oxford, UK, April 7-10, 2014, pp. 290-295.
    Paper Presentation [DS]

  23. “An EMG Enhanced Impedance and Force Control Framework for Telerobot Operation in Space,” Ning Wang, Chenguang Yang, M.R. Lyu, and Zhijun Li, in Proceedings of the 2014 IEEE Aerospace Conference, Big Sky (Aerospace 2014), Montana, USA, March 1-8, 2014, pp. 1-10.
    Paper Presentation [ML]

2013

  1. “Efficient Online Learning for Multi-Task Feature Selection,” Haiqin Yang, M.R. Lyu, and Irwin King, ACM Transactions on Knowledge Discovery from Data, vol.7, no.2, 2013, pp.6:1-6:27.
    Paper [ML]

  2. “Personalized Web Service Recommendation via Normal Recovery Collaborative Filtering,” Huifeng Sun, Zibin Zheng, Junliang Chen, and M.R. Lyu, IEEE Transactions on Service Computing (TSC), vol.6, no.4, 2013, pp.573-579.
    Paper [DS]

  3. “Towards Fine-Grained, Unsupervised, Scalable Performance Diagnosis for Production Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Yangfan Zhou, M.R. Lyu, and Hua Cai, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol.24, no.6, 2013, pp.1245-1255.
    Paper [DS]

  4. QoS Ranking Prediction for Cloud Services,” Zibin Zheng, Xinmiao Wu, Yilei Zhang, M.R. Lyu, and Jianmin Wang, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol.24, no.6, 2013, pp.1213-1222.
    Paper [DS]

  5. “Personalized Reliability Prediction of Web Services,” Zibin Zheng, and M.R. Lyu, ACM Transactions on Software Engineering and Methodology (TOSEM), vol. 22, no. 12, 2013, pp. 12:1-12:25.
    Paper [SE]

  6. “Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization,” Zibin Zheng, Hao Ma, M.R. Lyu, and Irwin King, IEEE Transactions on Service Computing (TSC), vol. 6, no. 3, 2013, pp. 289-299.
    Paper [DS]

  7. “An Online Service-oriented Performance Profiling Tool for Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Yangfan Zhou, M.R. Lyu, Hua Cai, and Gang Yin, Frontiers of Computer Science, vol. 7, no. 3, 2013, pp. 431-445.
    Paper [DS]

  8. “MDiag: Mobility-assisted Diagnosis for Wireless Sensor Networks,” Junjie Xiong, Yangfan Zhou, Xinyu Chen, Evan F.Y. Young, and M.R. Lyu, Journal of Network and Computer Applications (JNCA), vol. 36, no. 1, 2013, pp. 167-177.
    Paper [DS]

  9. “Exact and Stable Recovery of Pairwise Interaction Tensor,” Shouyuan Chen, M.R. Lyu, Irwin King, and Zenglin Xu, in Proceedings of the Annual Conference on Advances in Neural Information Processing Systems (NIPS 2013), Nevada, USA, December 5-8, 2013, pp. 1691-1699.
    Paper Poster Spotlight [ML]

  10. “Online Imbalanced Learning with Kernels,” Haiqin Yang, Junjie Hu, M.R. Lyu, and Irwin King, in Proceedings of the NIPS workshop on Big Learning (BigLearning 2013), Nevada, USA, December 9th, 2013, pp. 1-5.
    Paper [ML]

  11. “Capturing Geographical Influence in POI Recommendations,” Shenglin Zhao, Irwin King, and M.R. Lyu, in Proceedings of the 20th International Conference on Neural Information Processing (ICONIP2013), Daegu, Korea, November 3-7, 2013, pp. 530-537.
    Paper [ML]

  12. “Sparse Poisson Coding for High Dimensional Document Clustering,” Chenxia Wu, Haiqin Yang, Jianke Zhu, Jiemi Zhang, Irwin King, and M.R. Lyu, in Proceedings of the 2013 IEEE International Conference on Big Data (BigData 2013), Santa Clara, CA, USA, October 6-9, 2013, pp. 512-517.
    Paper [ML]

  13. “A Hierarchical Entity-based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers,” Baichuan Li, Jing Liu, Chin-Yew Lin, Irwin King, and M.R. Lyu, in Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP 2013), Seattle, USA, October 18-21, 2013, pp. 1521-1532.
    Paper [ML]

  14. “A Machine Learning Framework for Space Medicine Predictive Diagnostics with Physiological Signals,” Ning Wang, M.R. Lyu, and Chenguang Yang, in Proceedings of the 2013 IEEE Aerospace Conference, Big Sky (Aerospace 2013), MT, USA, March 2-9, 2013, pp. 1-12.
    Paper Presentation [ML]

  15. “A Unified Framework for Reputation Estimation in Online Rating Systems,” Guang Ling, Irwin King, and M.R. Lyu, in Proceedings of the 23rd International Joint Conference on Articial Intelligence (IJCAI 2013), Beijing, China, August 3-9, 2013, pp. 2670-2676.
    Paper [ML]

  16. “Where You Like to Go Next: Successive Point-of-Interest Recommendation,” Chen Cheng, Haiqin Yang, M.R. Lyu and Irwin King, in Proceedings of the 23rd International Joint Conference on Articial Intelligence (IJCAI 2013), Beijing, China, August 3-9, 2013, pp. 2605-2611.
    Paper [ML]

  17. “Reputation-aware QoS Value Prediction of Web Services,” Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, and M.R. Lyu, in Proceedings of the IEEE 10th IEEE International Conference on Service Computing (SCC 2013), Research Track, Santa Clara, CA, USA, June 27 – July 2, 2013.
    Paper Presentation[DS]

  18. "Service-generated Big Data and Big Data-as-a-Service: An Overview", Zibin Zheng, Jieming Zhu, and M.R. Lyu, in Proc. 2nd IEEE International Congress on Big Data, Santa Clara, CA, USA, June 27-July 2, 2013, pp. 403-410.
    Paper Presentation Poster [DS]

  19. “Fast Algorithms for Dyck-CFL-Reachability with Applications to Alias Analysis,” Qirun Zhang, M.R. Lyu, Hao Yuan and Zhendong Su, in Proceedings of the 34th annual ACM SIGPLAN conference on Programming Language Design and Implementation (PLDI 2013), Seattle, Washington, USA, June 16 – 22, 2013, pp. 435-446.
    Paper [SE]

  20. “DR2: Dynamic Request Routing for Tolerating Latency Variability in Online Cloud Applications,” Jieming Zhu, Zibin Zheng, and M.R. Lyu, in Proceedings of the IEEE 6th International Conference on Cloud Computing (CLOUD 2013), Santa Clara, CA, USA, June 27 – July 2, 2013, pp. 589-596.
    Paper Presentation[DS]

  21. “Scaling Service-oriented Applications into Geo-distributed Clouds,” Jieming Zhu, Zibin Zheng, Yangfan Zhou, and M.R. Lyu, in Proceedings of the 7th IEEE International Symposium on Service-Oriented System Engineering (SOSE 2013), San Francisco, USA, March 25-28, 2013, pp. 335-340.
    Paper [DS]

2012

  1. “Enhanced Models for Expertise Retrieval Using Community-Aware Strategies,” Hongbo Deng, I. King, and M.R. Lyu, in IEEE Transactions on Systems, Man, and Cybernetics (TSMCB), vol. 42, no. 1, 2012.
    Paper [ML]

  2. “Component Ranking for Fault-Tolerant Cloud Applications,” Zibin Zheng, Chao Zhou, M.R. Lyu, and I. King, IEEE Transactions on Service Computing (TSC), vol. 5, no. 4, 2012, pp. 540-550.
    Paper [DS]

  3. “A Spectral Clustering-based Optimal Deployment Method for Scientific Application in Cloud Computing,” Pei Fan, Ji Wang, Zhenbang Chen, Zibin Zheng, and M.R. Lyu, International Journal of Web and Grid Services (IJWGS), vol. 8, no. 1, 2012, pp. 31-55.
    Paper [DS]

  4. “Localizing Root Causes of Performance Anomalies in Cloud Computing Systems by Analyzing Request Trace Logs,” Haibo Mi, Huaimin Wang, Yangfan Zhou, M.R. Lyu, and Hua Cai, Science China Information Sciences, vol. 55, no. 12, 2012, pp. 2757-2773.
    Paper [DS]

  5. “MatchSim: A Novel Similarity Measure based on Maximum Neighborhood Matching,” Zhenjiang Lin, M.R. Lyu and I. King, Knowledge and Information Systems (KAIS), vo. 32, no. 1, 2012, pp. 141-166.
    Paper [ML]

  6. “Mining Web Graphs for Recommendations,” Hao Ma, Irwin King and M.R. Lyu, IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 24, no. 6, 2012, pp. 1051-1064.
    Paper [ML]

  7. “Exploration Of Instantaneous Amplitude And Frequency Features For Epileptic Seizure Prediction,” Ning Wang, and M.R. Lyu, in Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering (BIBE 2012), Larnaca, Cyprus, Nov. 11-13, 2012, pp. 292-297.
    Paper [ML]

  8. “Do Ads Compete Or Collaborate? Designing Click Models With Full Relationship Incorporated,” Xin Xin, Irwin King, Ritesh Agrawal, M.R. Lyu, and Heyan Huang, in Proceedings of the ACM 21th conference on Information and Knowledge Management (CIKM2012), Hawaii, USA, 2012, pp. 1839-1843.
    Paper [ML]

  9. “Information Propagation In Social Rating Networks,” Priyanka Garg, Irwin King, and M.R. Lyu, in Proceedings of the ACM 21th conference on Information and Knowledge Management (CIKM2012), Hawaii, USA, 2012, pp. 2279-2282.
    Paper [ML]

  10. “Are You a Social Conformer?” Priyanka Garg, Irwin King, and M.R. Lyu, in Proceedings of the 19th International Conference Neural Information Processing (ICONIP 2012), Doha, Qatar, 2012, pp. 694-701.
    Paper [ML]

  11. “WSTRank: Ranking Tags to Facilitate Web Service Mining,” Liang Chen, Zibin Zheng, Yipeng Feng, Jian Wu, and M.R. Lyu, in Proc. 10th International Conference on Service Oriented Computing (ICSOC 2012), Shanghai, China, Novermber 12-15, 2012, pp. 574-581.
    Paper [DS]

  12. “Response Aware Model-Based Collaborative Filtering,” Guang Ling, Haiqin Yang, M.R. Lyu, and Irwin King, in Proceedings the 28th Conference on Uncertainty in Artificial Intelligence (UAI 2012), Catalina Island, United States, 2012, pp. 501-510.
    Paper Presentation Poster [ML]

  13. “Online Protocol Verification in Wireless Sensor Networks via Non-intrusive Behavior Profiling,” Yangfan Zhou, Xinyu Chen, M.R. Lyu, and Jiangchuan Liu, in Proc. of the International Conference on Wireless Algorithms, Systems, and Applications (WASA 2012), Huangshan, China, Aug 2012, pp. 100-111.
    Paper [SE]

  14. “P-Tracer: Path-Based Performance Profiling in Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Hua Cai, Yangfan Zhou, M.R. Lyu, in Proc. of the 36th IEEE Signature Conference on Computers, Software, and Applications (COMPSAC 2012), Izmir, Turkey, July 2012, pp. 509-514.
    Paper [SE]

  15. “Topology-Aware Deployment of Scientific Applications in Cloud Computing,” Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng, and M.R. Lyu, in Proc. 5th IEEE International Conference on Cloud Computing (CLOUD 2012), Research Track, Hawaii, US, June 24-29, 2012, pp. 319-326.
    Paper Presentation [DS]

  16. “A Latency-aware Co-deployment Mechanism for Cloud-based Services,” Yu Kang, Zibin Zheng, and M.R. Lyu, in Proc. 5th IEEE International Conference on Cloud Computing (CLOUD 2012), Applications and Experience Track, Hawaii, US, June 24-29, 2012. pp. 630 - 637.
    Paper Presentation [DS]

  17. “WSP: A Network Coordinate based Web Service Positioning Framework for Response Time Prediction,” Jieming Zhu, Yu Kang, Zibin Zheng, and M.R. Lyu, in Proc. 10th IEEE International Conference on Web Services (ICWS 2012), Research Track, Hawaii, US, June 24-29, 2012, pp. 90-97.
    Paper Presentation [DS]

  18. “Real-Time Performance Prediction for Cloud Components,” Yilei Zhang, Zibin Zheng, and M.R. Lyu, in Proc. in proc. the 5th IEEE International Workshop on Real-Time Service-Oriented Architecture and Applications, Shenzhen, China, 2012, pp. 106-111.
    Paper [DS]

  19. “A Clustering-Based QoS Prediction Approach for Web Service Recommendation,” Jieming Zhu, Yu Kang, Zibin Zheng, and M.R. Lyu, in proc. the 4th International Workshop on Internet based Virtual Computing Environment (IVCE 2012), Shenzhen, China, 2012, pp. 93-98.
    Paper [DS]

  20. “Fused Matrix Factorization with Geographical and Social Infuence in Location-based Social Networks,” Chen Cheng, Haiqin Yang, Irwin King and M.R. Lyu, In Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI 2012), Toronto, Ontario, Canada, July 22 - 26, 2012, pp. 17-23.
    Paper Presentation Poster [ML]

  21. “A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering,” Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King and M.R. Lyu, In Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI 2012), Toronto, Ontario, Canada, July 22 - 26, 2012, pp. 164-170.
    Paper Presentation Poster [ML]

  22. “Modeling and Exploiting Heterogeneous Bibliographic Networks for Expertise Ranking,” Hongbo Deng, Jiawei Han, M.R. Lyu and Irwin King, in Proceedings of the 2012 ACM/IEEE Joint Conference on Digital Libraries (JCDL 2012), Washington, D.C., June 10-14, 2012, pp. 71-80.
    Paper [ML] [1 of 220 submissions], Vannevar Bush Best Paper Award

  23. “Online Learning for Collaborative Filtering,” Guang Ling, Haiqin Yang, Irwin King and M.R. Lyu, in Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN 2012), Brisbane, Australia, June 10 - 15, 2012, pp. 1-8.
    Paper [ML]

  24. “Communities of Yahoo! Answers and Baidu Zhidao: Complementing or Competing?,” B. Li, M.R. Lyu, and I. King, in Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN 2012), Brisbane, Australia, June 10 - 15, 2012, pp. 1-8.
    Paper [ML]

  25. “Analyzing and Predicting Question Quality in Community Question Answering Services,” B. Li, T. Jin, M.R. Lyu, I. King, and B. Mak, in Proceedings of the 1st Workshop on Community Question Answering on the Web (CQA 2012), in conjunction with WWW 2012, Lyon, France, April 16 - 20, 2012, pp. 775-782.
    Paper [ML]

  26. “A Classification-based Approach to Question Routing in Community Question Answering,” Tom Chao Zhou, M.R. Lyu and Irwin King, In Proceedings of the 1st Workshop on Community Question Answering on the Web (CQA 2012), in conjunction with WWW 2012, Lyon, France, April 16 - 20, 2012, pp. 783-790.
    Paper [ML]

  27. “Congestion Performance Improvement in Wireless Sensor Networks,” J. Xiong, M.R. Lyu, and K.W. Ng, in Proceedings of The 2012 IEEE Aerospace Conference, Big Sky, MT, USA, March 3-10, 2012, pp. 1-9.
    Paper Presentation [DS]

2011

  1. “A Reliable and Efficient MAC protocol for Underwater Acoustic Sensor Networks,” J. Xiong, M.R. Lyu, and K. Ng, International Journal of Distributed Sensor Networks (IJDSN), special issue on Sensor Networks for High-Confidence Cyber-Physical Systems, 2011, pp. 1-12.
    Paper [DS]

  2. “Estimation and Analysis of Some Generalized Multiple Change-Point Software Reliability Models,” C.Y. Huang and M.R. Lyu, IEEE Transactions on Reliability, vol. 60, no. 2, 2011, pp. 498-514.
    Paper [SE]

  3. “Learning to Recommend with Explicit and Implicit Social Relations,” H. Ma, I. King and M.R. Lyu, ACM Transactions on Intelligent Systems and Technology (TIST), vol. 2, no. 3, 2011, pp: 29:1-29:19.
    paper [ML]

  4. “Improving Recommender Systems by Incorporating Social Contextual Information,” H. Ma, Chao Zhou, M.R. Lyu and I. King, ACM Transactions on Information Systems (TOIS), vol. 29, no. 2, 2011, pp. 9:1-9:23.
    [paperML]

  5. “Efficient Sparse Generalized Multiple Kernel Learning,” H. Yang, Z. Xu, J. Ye, I. King, and M.R. Lyu, IEEE Transactions on Neural Network (TNN), vol. 22, no. 3, 2011, pp. 433-446.
    [paper][ML]

  6. “Near-Duplicate Keyframe Retrieval by Semi-Supervised Learning and Nonrigid Image Matching,” J. Zhu, S. Hoi, M.R. Lyu and S. Yan, ACM Transactions on Multimedia Computing, Communications and Applications, vol. 7, no. 1, 2011, pp. 4:1-4:24.
    [Paper][MM]

  7. QoS-Aware Web Service Recommendation by Collaborative Filtering,” Zibin Zheng, H. Ma, M.R. Lyu, and I. King, IEEE Transactions on Service Computing (TSC), vol. 4, no. 2, 2011, pp. 140-152.
    paper [DS]

  8. “RealProct: Reliable Protocol Conformance Testing with Real Nodes for Wireless Sensor Networks,” J. Xiong, E. C.-H. Ngai, Y. Zhou, and M.R. Lyu, in Proceedings of the 10th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2011), Changsha, China, November 16-18, 2011, pp. 572-581.
    paper Presentation[DS]

  9. “Mining Test Oracles of Web Search Engines,” Wujie Zheng, Hao Ma, M.R. Lyu, Tao Xie, and Irwin King, in Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), Short Paper, Lawrence, Kan., US, November 6-10, 2011, 408-411.
    Paper Presentation [SE]

  10. “Cross-library API Recommendation using Web Search Engines,” Wujie Zheng, Qirun Zhang, and M.R. Lyu, in Proceedings of the joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE 2011), New Ideas Track, Szeged, Hungary, September 5-9, 2011, pp. 480-483.
    Paper Presentation [SE]

  11. “Probabilistic Factor Models for Web Site Recommendation,” Hao Ma, Chao Liu, Irwin King, Shenghuo Zhu and and M.R. Lyu, in Proceedings of the 34th Annual ACM SIGIR Conference (SIGIR 2011), Beijing, China, July 2011, pp. 265-274.
    [ML]

  12. “Can Irrelevant Data Help Semi-supervised Learning, Why and How?,” Haiqin Yang, Irwin King, Shenghuo Zhu and and M.R. Lyu, in Proceeding of the ACM 20th conference on Information and Knowledge Management (CIKM 2011), Glasgow, Scotland, UK, 2011, pp. 937-946.
    [ML]

  13. “Towards A Top-Down and Bottom-up Bidirectional Approach to Joint Information Extraction,” Xiaofeng Yu, Irwin King, and and M.R. Lyu, in Proceeding of the ACM 20th conference on Information and Knowledge Management (CIKM 2011), Glasgow, Scotland, UK, 2011, pp. 847-856.
    [ML]

  14. “Question Routing in Community Question Answering: Putting Category in Its Place,” Baichuan Li, Irwin King and and M.R. Lyu, in Proceeding of the ACM 20th conference on Information and Knowledge Management (CIKM 2011, poster), Glasgow, Scotland, UK, 2011, pp. 2041-2044.
    [Poster] Paper [ML]

  15. “Question Identification on Twitter,” Baichuan Li, Xiance Si, M.R. Lyu, Irwin King and Edward Y. Chang, in Proceeding of the ACM 20th conference on Information and Knowledge Management (CIKM 2011, poster), Glasgow, Scotland, UK, 2011, pp. 2477-2480. Poster Paper [ML]

  16. “Learning to Suggest Questions in Online Forums,” Tom Chao Zhou, Chin-Yew Lin, Irwin King, M.R. Lyu, Young-In Song and Yunbo Cao, in Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI 2011), San Francisco, California, USA, August 7 - 11, 2011, 1298-1303.
    Paper Presentation [ML]

  17. “WSPred: A Time-Aware Personalized QoS Prediction Framework for Web Services,” Yilei Zhang, Zibin Zheng, M.R. Lyu, in Proceedings of the 22th IEEE Symposium on Software Reliability Engineering (ISSRE 2011), Hiroshima, Japan, Nov. 29-Dec. 2, 2011, pp. 210-219.
    Paper Presentation [DS]

  18. “Exploring Latent Features for Memory-Based QoS Prediction in Cloud Computing,” Yilei Zhang, Zibin Zheng, M.R. Lyu, in Proceedings of the 30th IEEE Symposium on Reliable Distributed Systems (SRDS 2011), Madrid, Spain, Oct. 4-7, 2011, pp. 1-10.
    Paper Presentation [DS]

  19. “NRCF: A Novel Collaborative Filtering Method for Service Recommendation,” Huifeng Sun, Zibin Zheng, Junliang Chen, M.R. Lyu, in Proceedings of the 9th IEEE International Conference on Web Services (ICWS 2011), Work-in-progress Track, Washington D.C. US, July 4-9, 2011, pp.702-703.
    [Paper] Presentation [DS]

  20. “A User Experience-based Cloud Service Redeployment Mechanism,” Yu Kang, Yangfan Zhou, Zibin Zheng, and M.R. Lyu, in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD 2011), Research Track, Washington D.C. US, July 4-9, 2011, pp.227-234.
    [Paper] Presentation [DS]

  21. “BFTCloud: A Byzantine Fault Tolerance Framework for Voluntary-Resource Cloud Computing,” Yilei Zhang, Zibin Zheng, and M.R. Lyu, in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD 2011), Application & Experience Track, Washington D.C. US, July 4-9, 2011, pp.444-451.
    [Paper] Presentation [DS]

  22. “Toward Optimal Deployment of Communication-Intensive Cloud Applications,” Pei Fan, Ji Wang, Zibin Zheng, M.R. Lyu, in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD 2011), Application & Experience Track, Washington D.C. US, July 4-9, 2011, pp.460-467.
    [Paper] Presentation[DS]

  23. “Flow-Augmented Call Graph: A New Foundation for Taming API Complexity,” Qirun Zhang, Wujie Zheng, and M.R. Lyu, in Proceedings of Fundamental Approaches to Software Engineering (FASE 2011), , Saarbrucken, Germany, March 26 - April 3, 2011, pp. 386-400.
    Paper Presentation [SE]

  24. “CMAP: Effective Fusion of Quality and Relevance for Multi-criteria Recommendation,” Xin Xin, M.R. Lyu and Irwin King, in Proceedings of the 4th ACM International Conference on Web Search and Data Mining (WSDM 2011), Hong Kong, February 2011, pp. 455-464.
    [Paper] Presentation [ML]

  25. “Recommender Systems with Social Regularization,” Hao Ma, Dengyong Zhou, Chao Liu, M.R. Lyu and Irwin King, in Proceedings of the 4th ACM International Conference on Web Search and Data Mining (WSDM 2011), Hong Kong, February 2011, pp. 287-296.
    paper [Presentation] [ML]

2010

  1. QoS-Aware Web Service Recommendation by Collaborative Filtering,” Z. Zheng, H. Ma, M.R. Lyu, and I. King, IEEE Transactions on Service Computing (TSC), vol. 4, no. 2, pp. 140-152, December 2010.
    paper [DS]

  2. “Bridging the Semantic Gap between Image Contents and Tags,” H. Ma, J. Zhu, M.R. Lyu and I. King, IEEE Transaction on Multimedia, vol. 12, no. 5, pp. 462-473, August 2010.
    [paper][MM]

  3. “Optimal Fault Tolerance Strategy Selection for Web Services,” Z. Zheng and M.R. Lyu International Journal of Web Service Research (JWSR), vol. 7, no. 4, pp. 21-40, 2010.
    [paper][DS]

  4. “A Delay-Aware Reliable Event Reporting Framework for Wireless Sensor-Actuator Networks,” E.C.-H. Ngai, Y. Zhou, M.R. Lyu, J. Liu, Journal of Ad Hoc Networks, pp. 694-707, September 2010.
    [paper] [DS]

  5. “Discriminative Semi-supervised Feature Selection via Manifold Regularization,” Z. Xu, I. King, M.R. Lyu, and R. Jin, IEEE Transactions on Neural Network (TNN), vol. 21, no. 7, pp. 1033-1047, July 2010.
    [paper] [ML]

  6. “Mitigate the Bottleneck of Underwater Acoustic Sensor Networks via Priority Scheduling”, J. Xiong, M.R. Lyu, and K-W Ng, in Proceedings of the 6th International Conference on Mobile Ad-hoc and Sensor Networks (MSN 2010), Hangzhou, China, December 20-22, 2010.
    [Paper] [Presentation] [DS]

  7. “FTCloud: A Ranking-based Framework for Fault Tolerant Cloud Applications”, Zibin Zheng, Tom Chao Zhou, M.R. Lyu, and Irwin King, in proceedings of the 21st IEEE International Symposium on Software Reliability Engineering (ISSRE2010), CA, US, Nov. 1-4, 2010.
    paper [DS]

  8. “CloudRank: A QoS-Driven Component Ranking Framework for Cloud Computing,” Zibin Zheng, Yilei Zhang, and M.R. Lyu, in proceedings of the 28th IEEE International Symposium on Reliable Distributed Systems (SRDS 2010), New Delhi, India. Oct.31-Nov.3, 2010. [Acceptance Rate: 21/93=22.6%]
    paper[DS]

  9. “Online Learning for Multi-task Feature Selection,” Haiqin Yang, Irwin King, and M.R. Lyu, in Proceedings of the 19th ACM Conference on Information and Knowledge Management (CIKM2010), Toronto, Canada, October 2010.
    [Paper] [ML]

  10. “Random Unit-Test Generation with MUT-aware Sequence Recommendation,” Wujie Zheng, Qirun Zhang, M.R. Lyu, and Tao Xie, in Proceedings of the 25th IEEE/ACM International Conference on Automated Software Engineering (ASE 2010), Short Paper, Antwerp, Belgium, September 2010.
    [Paper] [SE]

  11. “A Collaborative Quality Ranking Framework for Cloud Components,” Zibin Zheng, M.R. Lyu, in Proceedings of the 40th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, fast abstract, Chicago, Illinois, USA, June 28-July 01, 2010.
    [Presentation]
    [DS]

  12. “Multi-task Learning for One-class Classification,” Haiqin Yang, Irwin King, and M.R. Lyu, in Proceedings of the 2010 International Joint Conference on Neural Networks (IJCNN2010), Barcelona, Spain, July 2010.
    [Paper] [ML]

  13. “Simple and Efficient Multiple Kernel Learning By Group Lasso,” Zenglin Xu, Rong Jin, Haiqin Yang, Irwin King, and M.R. Lyu, in Proceedings of the 27th International Conference on Machine Learning (ICML2010), Haifa, Israel, June 2010
    [Paper] [ML]

  14. “Online Learning for Group Lasso,” Haiqin Yang, Zenglin Xu, Irwin King and M.R. Lyu, in Proceedings of the 27th International Conference on Machine Learning (ICML2010), Haifa, Israel, June 2010
    [Paper] [ML] [AR : 152/594 (25.5%))]

  15. “Smooth Optimization for Effective Multiple Kernel Learning,” Zenglin Xu, Rong Jin, Shenghuo Zhu, M.R. Lyu, and Irwin King, in Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI-10), Atlanta, Geogia, USA, July 11 - 15, 2010
    [Paper] [ML]

  16. “Diversifying Query Suggestion Results,” Hao Ma, M.R. Lyu, Irwin King, in Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI-10), Atlanta, Geogia, USA, July 11 - 15, 2010
    [Paper] [ML]

  17. “UserRec: A User Recommendation Framework in Social Tagging Systems,” Tom Chao Zhou, Hao Ma, M.R. Lyu, Irwin King, in Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI-10), Pages 1486-1491, Atlanta, Geogia, USA, July 11 - 15, 2010
    [Paper] [ML]

  18. “Sentomist: Unveiling Transient Sensor Network Bugs via Symptom Mining,” Yangfan Zhou, Xinyu Chen, M.R. Lyu, and Jiangchuan Liu, in Proceedings of the 30th International Conference on Distributed Computing Systems (ICDCS 2010),Pages 784-794, Genoa, Italy, June 21-25, 2010.
    [Paper] [Presentation] [DS]

  19. “Collaborative Reliability Prediction for Service-Oriented Systems,” Zibin Zheng, M.R. Lyu, in Proceedings of the ACM/IEEE 32nd International Conference on Software Engineering (ICSE 2010), Cape Town, South Africa, May 2-8, 2010, pp. 35-44.
    [Paper] [SE][AR: 13.7%)], ACM SIGSOFT Distinguished Paper Award

  20. “Component Recommendation for Cloud Applications,” Zibin Zheng, M.R. Lyu, in the 2nd International Workshop on Recommendation Systems for Software Engineering (RSSE 2010), co-loated with ICSE 2010, Cape Town, South Africa, May 4, 2010, pp 323-345, Volume 15, Issue 4.
    [Paper] [SE]

  21. “WSExpress: A QoS-Aware Search Engine for Web Services”, Yilei Zhang, Zibin Zheng, Michael R. Lyu, in Proceedings of the 8th IEEE International Conference on Web Services (ICWS 2010), Miami, Florida, USA, July 5-10, 2010.
    [Paper]
    [DS][AR: 17.6%]

  22. “Distributed QoS Evaluation for Real-World Web services”, Zibin Zheng, Yilei Zhang, Michael R. Lyu, in Proceedings of the 8th IEEE International Conference on Web Services (ICWS 2010), Miami, Florida, USA, July 5-10, 2010.
    [Presentation]
    [DS][AR: 17.6%]

2009

  1. “An Adaptive QoS-Aware Fault Tolerance Strategy for Web Services,” Z. Zheng and M.R. Lyu, Springer Journal of Empirical Software Engineering (EMSE), vol. 15, no. 4, pp. 323-345, December 2009.
    paper [DS]

  2. “An Adaptive Delay-Minimized Route Design for Wireless Sensor–Actuator Networks”, E.C.-H. Ngai, Jiangchuan Liu, and M.R. Lyu, IEEE Transactions on Vehicular Technology, Vol. 58, No. 9, pp. 5083-5094, November 2009.
    [paper] [DS]

  3. “A Novel Kernel-Based Maximum a Posteriori Classification Method,” Z. Xu, K. Huang, J. Zhu, I. King, and M.R. Lyu, Neural Networks, vol. 22, no. 6, pp. 977-987, September 2009.
    paper [ML]

  4. “Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval,” S.C.H. Hoi, R. Jin, and M.R. Lyu, IEEE Transactions on Knowledge and Data Engineering, vol. 21, no. 9, pp. 1233-1248, September 2009.
    paper [MM]

  5. “A Fast 2D Shape Recovery Approach by Fusing Features and Appearance,” J. Zhu, M.R. Lyu and T. S. Huang, IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 31, no. 7, pp. 1210-1244, July 2009.
    paper [MM]

  6. “Semi-Supervised SVM Batch Mode Active Learning with Applications to Image Retrieval,” S.C.H. Hoi, R. Jin, J. Zhu, and M.R. Lyu, ACM Transactions on Information Systems, vol. 27, no. 3, July 2009.
    [paper][MM]

  7. “Localized support vector regression for time series prediction,” H. Yang, K. Huang, I. King, and M.R. Lyu. Neuocomputing, vol. 72, iss. 10-12, pp. 2659-2669, June 2009.
    paper [ML]

  8. “Automatic string test data generation for detecting domain errors,” R. Zhao, M.R. Lyu, and Y. Min, Software Testing, Verification and Reliability, vol. 20, no. 3, pp. 209-236, June 2009.
    Paper[SE]

  9. “On Sensor Network Reconfiguration for Downtime-Free System Migration”, Y. Zhou, M.R. Lyu, and J. Liu, ACM/Springer Mobile Networks and Applications (MONET), vol. 14, no. 2, pp. 241-252, April 2009.
    [paper] [DS]

  10. “A Volume-Based Heat-Diffusion Classifier,” H. Yang, M.R. Lyu, and I. KING, IEEE Transactions on Systems, Man, and Cybernetics, vol. 39, no. 2, pp. 417-430, April 2009.
    paper [ML]

  11. “Arbitrary Norm Support Vector Machines,” K. Huang, D. Zheng, I. King, M.R. Lyu, Neural Computation, vol. 21, no. 2, pp. 560-582, February 2009.
    [paper] [ML]

  12. “Adaptive regularization for transductive support vector machine,” Z. Xu, R. Jin, J. Zhu, I. King, M.R. Lyu, and Z. Yang, in Advances in Neural Information Processing Systems (NIPS 23), Hyatt Regency, Vancouver, B.C., Canada, December 7-10, 2009.
    [Paper] [ML]

  13. “A Social Recommendation Framework Based on Multi-scale Continuous Conditional Random Fields,” X. Xin, I. King, M.R. Lyu, and H. Deng, in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Hong Kong, China, November 2-6, 2009.
    [Paper] [ML] [AR: 123/847 = 14.5%]

  14. “Semi-Nonnegative Matrix Factorization with Global Statistical Consistency in Collaborative Filtering,” H. Ma, H. Yang, I. King, and M.R. Lyu, in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Hong Kong, China, November 2-6, 2009.
    [Paper] [ML] [AR: 123/847 = 14.5%]

  15. “Enhancing Expertise Retrieval Using Community-aware Strategies,” H. Deng, I. King, and M.R. Lyu, in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Hong Kong, China, November 2-6, 2009.
    [Paper] [ML] [AR: (123 + 171)/847 = 34.7%]

  16. “MatchSim: Web pages similarity measurement with maximum matching,” Z. Lin, I. King, and M.R. Lyu in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Hong Kong, China, November 2-6, 2009.
    [Paper] [ML] [AR: (123 + 171)/847 = 34.7%]

  17. “Learning to Recommend with Trust and Distrust Relationships,” H. Ma, I. King, and M.R. Lyu, in Proceedings of the 3rd ACM Conference on Recommender Systems (RecSys 2009), New York City, USA, October 22-25, 2009.
    [Paper] [ML] [AR: 24/140 = 17.1%]

  18. “Surviving Holes and Barriers in Geographic Data Reporting for Wireless Sensor Networks,” Y. Zhou, M.R. Lyu, and J. Liu, in Proceedings of the 6th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2009), Macau S.A.R., October 12-15, 2009.
    [Paper] [DS] [AR: 62/245 = 25.3%]

  19. “Energy-efficient On-demand Contour Service for Wireless Sensor Networks,” Y. Zhou, J. Xiong, M.R. Lyu, J. Liu, and K.W. Ng, in Proceedings of the 6th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2009), Macau S.A.R., October 12-15, 2009.
    [Paper] [DS] [AR: 62/245 = 25.3%]

  20. “TagRec: Leveraging Tagging Wisdom for Recommendation,” T.C. Zhou, H. Ma, I. King, and M.R. Lyu, in Proceedings of Symposium on Social Intelligence and Networking (SIN 2009), Vancouver, Canada, August 29-31, 2009.
    [Paper] [ML] [AR: ~20.0%]

  21. “Entropy-biased Models for Query Representation on the Click Graph,” H. Deng, I. King, and M.R. Lyu, in Proceedings of the 32nd Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009), Boston, MA, July 19-23, 2009.
    [Paper] [ML] [AR: 78/494 = 15.8%]

  22. “Learning to Recommend with Social Trust Ensemble,” H. Ma, I. King, and M.R. Lyu, in Proceedings of the 32nd Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009), Boston, MA, July 19-23, 2009.
    [Paper] [ML] [AR: 78/494 = 15.8%]

  23. “Non-Monotonic Feature Selection,” Z. Xu, R. Jin, J. Ye, M.R. Lyu, and I. King, in Proceedings of the 26th Annual International Conference on Machine Learning (ICML 2009), Montreal, Canada, July 14-18, 2009, pp. 1145-1152.
    [Paper] [ML]

  24. “Discriminative Semi-Supervised Feature Selection via Manifold Regularization,” Z. Xu, R. Jin, M.R. Lyu, and I. King, in the Proceedings of 21st International Joint Conference on Artificial Intelligence (IJCAI 2009), Pasadena, California, USA, July 11-17, 2009, pp. 1303-1308.
    [Paper] [ML]

  25. “WSRec: A Collaborative Filtering based Web Service Recommender System,” Z. Zheng, H. Ma, M.R. Lyu, and I. King, in Proceedings of the 7th IEEE International Conference on Web Services (ICWS 2009), Los Angeles, California, USA, July 6-10, 2009, pp. 437-444.
    [Paper] [Presentation] [DS] [AR: 15.6%]

  26. “A Runtime Dependability Evaluation Framework for Fault Tolerant Web Services,” Z. Zheng and M.R. Lyu, in the International Workshop on Proactive Failure Avoidance, Recovery and Maintenance (PFARM 2009), Lisbon, Portugal, June 29, 2009, pp. A9-A14.
    [Paper] [Presentation] [DS]

  27. “A QoS-Aware Fault Tolerant Middleware for Dependable Service Composition,” Z. Zheng and M. R. Lyu, in Proceedings of the 39th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2009), Lisbon, Portugal, June 29-July 02, 2009, pp. 239-248.
    [Paper] [Presentation] [DS] [AR: 21%]

  28. “A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs,” H. Deng, M. R. Lyu, and I. King, in Proceedings of the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2009), Paris, France, June 2009, pp. 239-247.
    [Paper] [Presentation][ML] [AR: 105/561 = 19%]

  29. “Supervised Self-taught Learning: Actively Transferring Knowledge from Unlabeled Data,” K. Huang, Z. Xu, I. King, M.R. Lyu, and C. Campbell, in Proceedings of the 2009 International Joint Conference on Neural Networks (IJCNN2009), Atlanta, Georgia, USA, June 14-19, 2009, pp. 1272-1277.
    [Paper]

  30. “Nonrigid Shape Recovery by Gaussian Process Regression,” J. Zhu, S.C.H. Hoi, and M.R. Lyu, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), Miami Beach, Florida, USA, June 2009, pp. 1319-1326.
    [Paper] [MM]

  31. “A Coalitional Game Model for Heat Diffusion Based Incentive Routing and Forwarding Scheme,” X. Li, W. Zheng, and M.R. Lyu, in Proceedings of the IFIP Networking (IFIP Networking 2009), Aachen, Germany, May 11-15, 2009.
    [Paper][Presentation] [DS]

  32. “Test Selection for Result Inspection via Mining Predicate Rules,” W. Zheng, M.R. Lyu, and T. Xie, in Proceedings of the 31st International Conference on Software Engineering (ICSE 2009), New Ideas and Emerging Results, Vancouver, Canada, May 2009, pp. 219-222.
    [Paper][Presentation]Poster [SE] [AR: 21/119 (18%)]

  33. “Effective Latent Space Graph-based Re-ranking Model with Global Consistency,” H. Deng, M.R. Lyu, and I. King, in Proceedings of the Second ACM International Conference on Web Search and Data Mining (WSDM 2009). Barcelona, Spain, February 9-12, 2009.
    [Paper][Presentation] [ML] [AR: 29/170 (17%)]

2008

  1. “Robust Regularized Kernel Regression,” J. Zhu, S.C.H. Hoi and M. R. Lyu, IEEE Trans. on Systems, Man, and Cybernetics - Part B: Cybernetics, vol. 38, no. 6, pp. 1639-1644, Dec. 2008. [paper]
  2. “SoRec: Social Recommendation Using Probabilistic Matrix Factorization,” Hao Ma, Haixuan Yang, M.R. Lyu, and Irwin King, in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM'08), Napa Valley, California USA, October 26-30, 2008. paperpresentation
  3. “Learning Latent Semantic Relations from Clickthrough Data for Query Suggestion,” Hao Ma, Haixuan Yang, Irwin King, and M.R. Lyu, in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM'08), Napa Valley, California USA, October 26-30, 2008. paperpresentation
  4. “Mining Social Networks Using Heat Diffusion Processes for Marketing Candidates Selection,” Hao Ma, Haixuan Yang, M.R. Lyu, and Irwin King, in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM'08), Napa Valley, California USA, October 26-30, 2008. paperpresentation
  5. “Semi-supervised text categorization by active search”, Zenglin Xu, Rong Jin, Kaizhu Huang, Irwin King, and M.R. Lyu. Appearing in Proceedings of ACM 17th Conference on Information and Knowledge Management (CIKM 2008), 2008. paperpresentation
  6. “Formal Models for Expert Finding on DBLP Bibliography Data,” Hongbo Deng, Irwin King and M.R. Lyu, in Proceedings of The Eighth IEEE International Conference on Data Mining (ICDM 2008), Pisa, Italy, Dec. 15-19, 2008. paperpresentation
  7. “Semi-supervised Learning from General Unlabeled Data”, Kaizhu Huang, Zenglin Xu, Irwin King, and M.R. Lyu, Appearing in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008),Pisa, Italy, Dec. 15-19, 2008.. paperpresentation
  8. “Direct Zero-norm Optimization for Feature Selection”, Kaizhu Huang, Irwin King, and M.R. Lyu, in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008),Pisa, Italy, Dec. 15-19, 2008. paperpresentation
  9. “An Extended Level Method for Multiple Kernel Learning”, Zenglin Xu, Rong Jin, Irwin King, and Michael R. Lyu, In Advances in Neural Information Processing Systems (NIPS 22), 2008. paperpresentation
  10. “An Effective Approach to 3D Deformable Surface Tracking”, Jianke Zhu, Steven Hoi, Zenglin Xu and M.R. Lyu, in Proceedings of the 10th European Conference on Computer Vision (ECCV 2008), 2008.[paper][presentation]
  11. “Semi-Supervised SVM Batch Mode Active Learning for Image Retrieval,” S. C. H. Hoi, R. Jin, J. Zhu, M.R. Lyu, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008), June 2008. [paper]
  12. “Near-Duplicate Keyframe Retrieval by Nonrigid Image Matching,” J. Zhu, S. C.H. Hoi, M.R. Lyu and S. Yan, in ACM Multimedia’2008, 2008.[paper][presentation]
  13. “A QoS-Aware Middleware for Fault Tolerant Web services”, Z. Zheng, M.R. Lyu, in the Proceedings of the IEEE International Symposium on Software Reliability Engineering (ISSRE'08), Seattle, USA, Nov. 11-14, 2008. [paper][presentation]
  14. “A Novel Coalitional Game Model for Security Issues in Wireless Networks,” Xiaoqi Li, Michael R. Lyu, in Proceedings of IEEE Global Telecommunications Conference 2008 (GLOBECOM'08), New Orleans, LA, USA. [paper][presentation]
  15. “On Sensor Network Reconfiguration Problem for Downtime-Free System Migrations”, Yangfan Zhou, M. R. Lyu, and Jiangchuan Liu, In Proc. of the Fifth International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine'08), Hong Kong, China, July 28-31, 2008. [paper]
  16. “A Distributed Replication Strategy Evaluation and Selection Framework for Fault Tolerant Web Services”, Z. Zheng, M.R. Lyu, in Proceedings of the IEEE International Conference on Web Services (ICWS'08), Beijing, China, Sep. 23-26, 2008. paperpresentation
  17. “A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval”, S.C.H. Hoi, M.R. Lyu, IEEE Transactions on Multimedia, Vol.10, iss. 04, pp. 607-619, June 2008. [paper]
  18. “WS-DREAM: A Distributed Reliability Assessment Mechanism for Web Services”, Z. Zheng, M.R. Lyu, in Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN'08), Anchorage, Alaska, USA, June 24-27, 2008. ”[paper][presentation]
  19. “Efficient convex relaxation for transductive support vector machine,” Z. Xu, R. Jin, J. Zhu, I. King, and M.R. Lyu, In J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20, pages 1641-1648, MIT Press, Cambridge, MA, 2008.[paper] [presentation]
  20. “Developing Aerospace Applications with a Reliable Web Services Paradigm,” P.W. Chan and M.R. Lyu, in Proc. of The 2008 IEEE Aerospace Conference, Big Sky, MT, USA, 1-8 March, 2008.[paper][presentation]
  21. “A study of regularized Gaussian classifier in high-dimension small sample set case based on MDL principle with application to spectrum recognition”, P. Guo, Y. Jia and M.R. Lyu, Pattern Recognition (2008), vol. 41, no. 9, pp. 2842-2854, Sept. 2008. [paper]
  22. “Face Annotation Using Transductive Kernel Fisher Discriminant”, J. Zhu, S.C.H. Hoi, and M.R. Lyu, IEEE Trans. on Multimedia, vol. 10, iss. 01, pp. 86-96, January 2008.[paper]
  23. “Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks,” C.H. Ngai and M.R. Lyu, International Journal of Wireless and Mobile Computing, to be published.[paper]
  24. “An Index-Based Sensor-Grouping Mechanism for Field Coverage Wireless Sensor Networks,” Y. Zhou, M.R. Lyu, and J. Liu, In Proc. of The 2008 IEEE International Conference on Communications (ICC'08), Beijing, China, May, 2008.[paper]
  25. “Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally,” K. Huang, H. Yang, I. King, and M.R. Lyu, IEEE Transactions on Neural Networks, vol. 19, iss. 2, pp. 260-272, 2008.[paper]

2007

  1. “Feature Selection Based on Minimum Error Minimax Probability Machine,” Z. Xu, I. King, and M.R. Lyu, International Journal of Pattern Recognition and Artificial Intelligence, vol. 21, iss. 8, pp. 1279-1292, 2007. [paper]
  2. “The Generalized Dependency Degree Between Attributes,” Haixuan Yang, Irwin King, and M.R. Lyu, Journal of the American Society for Information Science and Technology, Vol.58, No.14, 2007.pp.2280-2294.[paper]
  3. “An Efficient Intruder Detection Algorithm Against Sinkhole Attacks in Wireless Sensor Networks,” E. C.-H. Ngai, J. Liu, and M.R. Lyu, Computer Communications, vol. 30, September 2007, pp.2353-2364.[paper]
  4. “LOFT: A Latency-Oriented Fault Tolerant Transport Protocol for Wireless Sensor-Actuator Networks,” E. C.-H. Ngai, Y. Zhou, M.R. Lyu, and J. Liu, IEEE Global Telecommunications Conference (Globecom'07), Washington, DC, USA, November 26-30, 2007. [paper] [presentation]
  5. “An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks,” E. C.-H. Ngai, J. Liu, and M.R. Lyu, The 4th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS'07), Pisa, Italy, October 8-11, 2007. [paper] [presentation]
  6. “An Assessment of Testing-Effort Dependent Software Reliability Growth Models,” C.Y. Huang, S.Y. Kuo, and M.R. Lyu, IEEE Transactions on Reliability, vol. 56, no. 2, June 2007, pp. 198-211.[paper]
  7. “Maximum margin based semi-supervised spectral kernel learning,” Z. Xu, J. Zhu, I. King, and M.R. Lyu, in Proceedings of 20th International Joint Conference on Neural Network (IJCNN), 12-17 August 2007. [paper][presentation]
  8. “Effective Missing Data Prediction for Collaborative Filtering,” H. Ma, I. King, and M.R. Lyu, in Proceedings of the 30th International ACM SIGIR Conference, Amsterdam, 23-27 July 2007, pp. 39-46. [paper] [presentation]
  9. “DiffusionRank: A Possible Penicillin for Web Spamming,” H. Yang, I. King and M.R. Lyu, in Proceedings of the 30th International ACM SIGIR Conference, Amsterdam, 23-27 July 2007. [paper] [presentation]
  10. “Reliable web services: Methodology, experiment and modeling,” P. Chan, M.R. Lyu, and M. Malek, in Proceedings of IEEE International Conference on Web Services (ICWS 2007), Salt Lake City, USA, 9-13 July 2007. [paper] [presentation]
  11. “An Empirical Study on Large-Scale Content-Based Image Retrieval”, Y.-M. Wong, S. C.-H. Hoi, and M.R. Lyu, in Proceedings of IEEE International Conference on Multimedia and Expo (ICME 2007), Beijing, China, 2-5 July 2007. [paper]
  12. “Learning Non-Parametric Kernel Matrices from Pairwise Constraints,” S. C.H. Hoi, R. Jin and M.R. Lyu, in Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007), OR, US, 20-24 June 2007. [paper]
  13. “A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling,” J. Zhu, S. C. H. Hoi, M.R. Lyu, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2007), 19-21 June 2007. [paper][presentation]
  14. “Progressive Finite Newton Approach To Real-time Nonrigid Surface Detection,” J. Zhu, M.R. Lyu, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2007), 19-21 June 2007. [paper]
  15. “Software Reliability Engineering: A Roadmap”, M.R. Lyu, Future of Software Engineering, in Proceedings of the 29th International Conference on Software Engineering, Minneapolis, 20-26 May 2007. [paper] [presentation]
  16. “Web page classification with heterogeneous data fusion,” Z. Xu, I. King, and M.R. Lyu, in Proceedings of the 16th international conference on World Wide Web (WWW 2007), Banff, Alberta, Canada, 8-12 May 2007, pp. 1171–1172. [paper] [presentation]
  17. “A Multi-Modal and Multi-Level Ranking Framework for Content-Based Video Retrieval,” (Invited Paper/Talk), S. C.H. Hoi and M.R Lyu, In the 32nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2007), Special Session on “Web Image/Video Search Technologies”, Hawaii, USA, 15-20 April, 2007. [paper]
  18. “POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks,” Y. Zhou, E. C.-H. Ngai, M.R. Lyu, and J. Liu, in Proceedings of The IEEE Wireless Communications and Networking Conference (WCNC'07), Hong Kong, China, 11-15 March, 2007. [paper]
  19. “Delay-Minimized Route Design for Wireless Sensor-Actuator Networks,” E. C.-H. Ngai, J. Liu, and M.R. Lyu, in Proceedings of The IEEE Wireless Communications and Networking Conference (WCNC'07), Hong Kong, China, 11-15 March, 2007.[paper]
  20. “An Energy-Efficient Mechanism for Self-Monitoring Sensor Web,” Y. Zhou and M.R. Lyu, in Proceedings of The 2007 IEEE Aerospace Conference, Big Sky, MT, USA, 3-10 March, 2007. [paper]
  21. “Extraction and Segmentation of Tables from Chinese Ink Documents Based on a Matrix Model,” X.W. Zhang, M.R. Lyu, and G.Z. Dai, Pattern Recognition, vol. 40, 2007, pp. 1855-1867. [paper]
  22. “A hybrid particle swarm optimization–back-propagation algorithm for feedforward neural network training,” J.R. Zhang, J. Zhang, T.M. Lok, and M.R. Lyu, Elsevier Applied Mathematics and Computation, vol. 185, issue 2, Feb 2007, pp. 1026-1037.[paper]
  23. “A Hierarchical Mixture Model for Software Reliability Prediction,” S. Li, Q. Yin, P. Guo, and M.R. Lyu, Elsevier Applied Mathematics and Computation, vol. 185, issue 2, Feb 2007, pp. 1120-1130. [paper]
  24. “Blind Image Restoration by Combining Wavelet Transform and RBF Neural Network,” P. Guo, H. Li, and M.R. Lyu, International Journal of Wavelets, Multiresolution and Information Processing, vol. 5, no. 1, Jan 2007, pp. 15-26. [paper]

2006

  1. “Imbalanced Learning With Biased Minimax Probability Machine,” K. Huang, H. Yang, I. King, and M. R. Lyu, IEEE Transactions on System, Man, and Cybernetics Part B, vol. 36, iss. 4, pp. 913-923, 2006.[paper]
  2. “PageSim: A Novel Link-based Similarity Measure for the World Wide Web,” Z. Lin, I. King, and M.R. Lyu, Proceedings of the 5th International Conference on Web Intelligence (WI06), Hong Kong, 28-22 December 2006. [paper][presentation]
  3. “Adaptive Nearest Neighbor Classifier Based on Supervised Ellipsoid Clustering,” G.J. Zhang, J.X. Du, D.S. Huang, T.M. Lok and M.R. Lyu, The 2nd International Conference on Natural Computation(ICNC'06), Sept. 2006, Xidian University, Xi'an, China; also in L.Wang et al. (eds.), LNAI 4223, Springer-Verlag, 2006, pp. 582-585. [paper]
  4. “CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval,” S. C. H. Hoi, J. Zhu and M.R. Lyu, In Proceedings of Cross Language Evaluation Forum campaign (CLEF 2005), LNCS 4022, Springer, pp.602-611, 2006.[paper]
  5. “Reliable Reporting of Delay-Sensitive Events in Wireless Sensor-Actuator Networks,” E. C.-H. Ngai, Y. Zhou, M.R. Lyu, and J. Liu, The Third IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS'06), Vancouver, Canada, October 9-12 2006. [paper][presentation]
  6. “Gene Selection Based on Mutual Information for the Classification of Multi-Class Cancer,” S.-B. Guo, M.R. Lyu, and T.-M. Lok, in International Conference on Intelligent Computing (Lecture Notes in Bioinformatics, Springer-Verlag), vol. 4115, Kunming, China, 16-19 August 2006, pp. 454-463. [paper]
  7. “Predictive Random Graph Ranking on the Web,” H. Yang; I. King, and M.R. Lyu, International Joint Conference on Neural Networks (IJCNN '06), Vancouver, Canada, 16-21 July 2006, pp. 1825- 1832.[paper]
  8. “A New Learning Algorithm for Function Approximation Incorporating a Priori Information into Extreme Learning Machine,” F. Han, T.-M. Lok, and M.R. Lyu, in International Symposium on Neural Network (Lecture Notes in Computer Science, Springer-Verlag), vol. 3971, Chengdu, China, May 30-June 1 2006, pp. 631-636. [paper]
  9. “Nonlinear Blind Source Separation using Hybrid Neural Networks,” C.-H. Zheng, Z.-K. Huang, M.R. Lyu, and T.-M. Lok, in International Symposium on Neural Network (Lecture Notes in Computer Science, Springer-Verlag), vol. 3971, Chengdu, China, May 30-June 1 2006, pp. 1165-1170. [paper]
  10. “A Novel Adaptive Sequential Niche Technique for Multimodal Function Optimization,” J. Zhang, D.S.Huang, T.-M. Lok, and M.R. Lyu, Neurocomputing, vol. 69, no. 16-18, 2006, pp. 2396-2401. [paper]
  11. “Predicting Protein Interaction Sites from Residue Spatial Sequence Profile and Evolution Rate,” B. Wang, P. Chen, D.S. Huang, J.-J. Li, T.-M. Lok, M.R. Lyu, FEBS Letters, vol. 580, no.2, 2006, pp. 380-384. [paper]
  12. “Network Analysis of the Protein Chain Tertiary Structures of Heterocomplexes,” J.-J. Li, D.S.Huang, T.-M. Lok, M.R. Lyu, Y.-X. Li and Y.-P. Zhu, Protein and Peptide Letters, vol.13, no.4, 2006, pp. 391-396. [paper]
  13. “Nonnegative Independent Component Analysis Based on Minimizing Mutual Information Technique,” C.-H. Zheng, D.S. Huang, Z.-L. Sun, M.R. Lyu, and T.-M. Lok, Neurocomputing, vol.69, no.7-9, 2006, pp. 878-883. [paper]
  14. “Learning the Unified Kernel Machines for Classification,” S. C. H. Hoi, M.R. Lyu, and E. Y. Chang, in The Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2006), Philadelphia, USA, August 20 - 23, 2006. [paper]
  15. “Constructing Robust and Resilient Framework for Cooperative Video Streaming,” S. Lu and M.R. Lyu, in Proceedings 2006 International Conference on Multimedia & Expo, Toronto, Canada, July 9-12 2006. [paper][presentation]
  16. “A Point-Distribution Index And Its Application to Sensor Grouping in Wireless Sensor Networks,” Y. Zhou, H. Yang, M. R. Lyu, and E. C.H. Ngai, in Proc. of the International Wireless Communications and Mobile Computing Conference (IWCMC'06), Vancouver, Canada, 3 - 6 July, 2006. [paper] [presentation]
  17. “Batch Mode Active Learning and Its application to Medical Image Classification,” S. C. H. Hoi, R. Jin, J. Zhu and M.R. Lyu, in Proceedings The 23rd International Conference on Machine Learning (ICML2006), Pittsburgh, Penn, US, June 25-29, 2006.[paper]
  18. “Learning Distance Metrics with Contextual Constraints for Image Retrieval,” S. C.H. Hoi, W. Liu, M.R. Lyu, and W.-Y. Ma, in Proc. of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2006), New York, 17-22 June, 2006. [paper] [presentation]
  19. “ART: Augmented Reality Table for Interactive Trading Card Game,” A. H. T. Lam, K. C. H. Chow, E. H. H. Yau, and M.R. Lyu, ACM International Conference on Virtual Reality Continuum and Its Applications (VRCIA 2006), Hong Kong, 14-17 June, 2006. [paper] [presentation] [WMV]
  20. “On the Intruder Detection for Sinkhole Attack in Wireless Sensor Networks,” E. C.H. Ngai, J. Liu, and M.R. Lyu, IEEE International Conference on Communications (ICC'06), Istanbul, Turkey, June 11-15 2006. [paper] [presentation]
  21. “An Authentication Service Based on Trust and Clustering in Wireless Ad Hoc Networks: Description and Security Evaluation,” E. C.H. Ngai and M.R. Lyu,I IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC'06), Taichung, Taiwan, June 5-7 2006, pp. 94-101. [paper] [presentation]
  22. “A New Learning Algorithm for Function Approximation Incorporating A Priori Information into Extreme Learning Machine,” F. Han, T.-M. Lok, and M.R. Lyu, Third International Symposium on Neural Networks, 28 May - 1 Jun 2006, Chengdu, China, published in Advances in Neural Networks (ISNN 2006), LNCS 3971, SpringerLink, 2006, pp. 631-636.[paper]
  23. “Nonlinear Blind Source Separation Using Hybrid Neural Networks,” C.-H. Zheng, Z.-K. Huan, M.R. Lyu, T.-M. Lok, Third International Symposium on Neural Networks, 28 May - 1 Jun 2006, Chengdu, China, published in Advances in Neural Networks (ISNN 2006), LNCS 3971, SpringerLink, 2006, pp. 1165-1170.[paper]
  24. “Making Services Fault Tolerant,” P.W. Chan, M.R. Lyu, and M. Malek, the 3rd International Service Availability Symposium (ISAS 2006), Helsinki, Finland, May 15-16, 2006; Lecture Notes in Computer Science, vol. 4328, Springer, 2006, pp. 43-61. [paper][presentation]
  25. “A Unified Log-based Relevance Feedback Scheme for Image Retrieval,” S. C.H. Hoi, M.R. Lyu and R. Jin, IEEE Transaction on Knowledge and Data Engineering (TKDE), vol. 18, no. 4, April 2006, pp. 509-524. [paper]
  26. “Collaborative Image Retrieval via Regularized Metric Learning,” L. Si, R. Jin, S. C.H. Hoi and M.R. Lyu, ACM Multimedia Systems Journal, Special issue on Machine Learning Approaches to Multimedia Information Retrieval, vol. 12, no. 1, April 2006, pp. 34-44. [paper]
  27. “Large-Scale Text Categorization by Batch Mode Active Learning,” S. C.H. Hoi, R. Jin and M.R. Lyu, in Proceedings 15th International World Wide Web conference (WWW2006), Edinburgh, England, UK, 23-26 May 2006. [paper][presentation]
  28. “Time-Dependent Semantic Similarity Measure of Queries Using Historical Click-Through Data”, Q. Zhao, S. C. H. Hoi, T.-Y. Liu, S. S. Bhowmick, M.R. Lyu and W.-Y. Ma, in Proceedings 15th International World Wide Web conference (WWW2006), Edinburgh, England, UK, 23-26 May 2006. [paper][presentation]
  29. “PageSim: A Novel Link-based Measure of Web Page Similarity,” Z. Lin, M.R. Lyu, and I. King, Proceedings of the 15th international conference on World Wide Web (WWW2006), Edinburgh, Scotland, 23-26 May 2006, pp. 1019-1020. [paper][poster]
  30. “Real-Time Non-Rigid Shape Recovery via Active Appearance Models for Augmented Reality,” J. Zhu, S. C.H. Hoi, E. Yau and M.R. Lyu, in Proceedings 9th European Conference on Computer Vision (ECCV2006), Graz, Austria, May 7 - 13, 2006. [paper][presentation]
  31. “Maximizing Sensitivity in Medical Diagnosis Using Biased Minimax Probability Machine,” K. Huang, H. Yang, I. King and M.R. Lyu, IEEE Transactions on Biomedical Engineering, vol. 53, no. 5, May 2006, pp. 821- 831.[paper]
  32. “A Real-Time Communication Framework for Wireless Sensor-Actuator Networks,” E. C.H. Ngai, M.R. Lyu, and J. Liu, Proceedings 2006 IEEE Aerospace Conference, Big Sky, Montana, U.S.A., March 4-11 2006. [paper][presentation]
  33. “Incorporating Fault Debugging Activities into Software Reliability Models: A Simulation Approach,” S. Gokhale, M.R. Lyu, and K.S. Trivedi, IEEE Transactions on Reliability, vol. 55, no. 2, June 2006, pp. 281-292.[paper]
  34. “Extraction of Line Segments and Circular Arcs From Freehand Strokes Based on Segmental Homogeneity Features,” X. Zhang, J. Song, G. Dai, M.R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics—Part B: Cybernetics, vol. 36, no. 2, 2006, pp. 300-311. [paper]

2005

  1. “Optimal Release Time for Software Systems Considering Cost, Testing-Effort, and Test Efficiency,” C.Y. Huang and M.R. Lyu, IEEE Transactions on Reliability, vol. 54, no. 4, December 2005, pp. 583-591.[paper]
  2. “Optimal Testing Resource Allocation, and Sensitivity Analysis in Software Development,” C.Y. Huang and M.R. Lyu, IEEE Transactions on Reliability, vol. 54, no. 4, December 2005, pp.592-603. [paper]
  3. “A Novel Scheme for Hybrid Digital Video Watermarking: Approach Evaluation and Experimentation,” P.W. Chan, M.R. Lyu, and R. T. Chin, IEEE Transactions on Circuits and Systems for Video Technology , vol. 15, no. 12, December 2005, pp. 1638-1649. [paper]
  4. “Comparison of Methods of Controlling Two Types of Error Ratio Applied to Software Reliability Prediction,” F. Xing, P. Guo and M.R. Lyu, in Proceedings of NASAC'2005, Nanjing, China, October 18-20 2005. [paper]
  5. “A Simulation Approach to Structure-Based Software Reliability Analysis,” S.S. Gokhale and M.R. Lyu, IEEE Transactions on Software Engineering, vol. 31, no. 8, August 2005, pp. 643-656. [paper]
  6. “A Generic Environment for COTS Testing and Quality Prediction,” X. Cai, M.R. Lyu, and K.F. Wong, Testing Commercial-off-the-Shelf Components and Systems, S. Beydeda and V. Gruhn (eds.), Springer-Verlag, Berlin, 2005, pp. 315-347. [paper]
  7. “Reliability Analysis for Various Communication Schemes in Wireless CORBA,” X. Chen and M.R. Lyu, IEEE Transactions on Reliability, vol. 54, no. 2, June 2005, pp. 232-242.[paper]
  8. “A Hough Transform Based Line Recognition Method Utilizing Both Parameter Space and Image Space,” J. Song and M.R. Lyu, Pattern Recognition Journal, vol. 38, 2005, pp. 539-552.[paper]
  9. “Local Learning vs. Global Learning: An Introduction to Maxi-Min Margin Machine,” K. Huang, H. Yang, I. King, and M.R. Lyu, Support Vector Machines: Theory and Applications, Wang, Lipo (Eds.), Springer, vol. 177, 2005, pp. 113-132. [paper]
  10. “Reliability Assessment and Sensitivity Analysis of Software Reliability Growth Modeling Based on Software Module Structure,” J. H. Lo, C. Y. Huang, I. Y.Chen, S. Y. Kuo, and M.R. Lyu, Journal of Systems and Software, vol. 76, issue 1, April 2005, pp. 3-13.[paper]
  11. “Recognition of Merged Characters Based on Forepart Prediction, Necessity-Sufficiency Matching, and Character-Adaptive Masking,” J. Song, Z. Li, M.R. Lyu, and S. Cai, IEEE Trans. on System, Man, and Cybernetics: Part B, vol. 35, no. 1, February 2005, pp. 2-11.[paper]
  12. “A Framework for Indexing Personal Videoconference,” J.-Q. Song, M.R. Lyu, and J.-N. Hwang, Video Data Management and Information Retrieval,S. Deb (ed.), Idea Group Publishing, 2005, pp. 293-320.[paper]
  13. “A Comprehensive Method for Multilingual Video Text Detection,” M.R. Lyu, J. Song, and M. Cai, IEEE Transactions on Circuits and Systems for Video Technology, vol. 15, issue 2, February 2005, pp. 243-255.[paper]
  14. “Comparative Studies on the CT Image Reconstruction Based on the RBF Neural Networks,” H. Ming, G. Ping, M.R. Lyu, in Proceedings of the 11th Joint International Computer Conference (JICC'2005), Chongqing, China, November 10-12, 2005. [paper]
  15. “A Price-Oriented Reliable Transport Protocol for Wireless Sensor Networks,” Y. Zhou, M.R. Lyu, J. Liu, and H. Wang, in Proceedings 16th International Symposium on Software Reliability Engineering (ISSRE'2005), Chicago, Illinois, November 8-11, 2005. (presentation)[paper][presentation]
  16. “A Novel Method for Early Software Quality Prediction Based on Support Vector Machine”, F. Xing, P. Guo, and M.R. Lyu, in Proceedings 16th International Symposium on Software Reliability Engineering (ISSRE'2005), Chicago, Illinois, November 8-11, 2005. [paper][presentation]
  17. “An Experimental Evaluation on Reliability Features of N-Version Programming,” X. Cai, M.R. Lyu and M.A. Vouk, in Proceedings 16th International Symposium on Software Reliability Engineering (ISSRE'2005), Chicago, Illinois, November 8-11, 2005. (presentation) [paper][presentation]
  18. “On Setting up Energy-Efficient Paths with Transmitter Power Control in Wireless Sensor Networks,” Y. Zhou, and M.R. Lyu, and J. Liu, in Proceeding of the 2nd IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS'05), Washington, DC, November 7-10, 2005.[paper]
  19. “Improving Naive Bayesian Classifier by Discriminative Training,” K. Huang, Z. Zhou, I. King, and M.R. Lyu, International Conference on Neural Information Processing, Taipei, October 30 - November 2, 2005, pp. 49-54. [presentation]
  20. “NHDC and PHDC: Non-propagating and Propagating Heat Diffusion Classifiers,” H. Yang, I. King, and M.R. Lyu, International Conference on Neural Information Processing, Taipei, Octorber 30 - November 2, 2005, pp. 394-399. [paper]
  21. “Automatic 3D Face Modeling Using 2D Active Appearance Models,” J. Zhu, S.C.H. Hoi, E. Yau, and M.R. Lyu, Proceedings of the 13th Pacific Conference on Computer Graphics and Applications, Macau, China, October 12-14, 2005.[paper]
  22. “Comparative Studies on Feature Extraction Methods for Multispectral Remote Sensing Image Classification”, Y.Q. Tian, P. Guo, and M.R. Lyu, IEEE International Conference on System, Man and Cybernetics, Hawaii, USA, October 10-12, 2005.[paper]
  23. “A Unified Machine Learning Framework for Large-Scale Personalized Information Management,” E.Y. Chang, C.H. Hoi, X. Wang, W.-Y. Ma, and M.R. Lyu, The 5th IEEE Emerging Information Technology Conference, Taipei, Taiwan, August, 2005.[paper]
  24. “A New Feature of Uniformity of Image Texture Directions Coinciding with the Human Eyes Perception,” X.-J. He, D.-S. Huang, Y. Zhang, T.-M. Lok, and M.R. Lyu, The First International Conference on Natural Computation (ICNC 2005), Changsha, China, August 27-29 2005.[paper]
  25. “Improvements to Conventional Layer-by-Layer BP Algorithm,” X.-Q. Li, D.-S. Huang, T.-M. Lok, M.R. Lyu, and G.-B. Huang, International Conference on Intelligent Computing (ICIC 2005), Hefei, China, August 23-26 2005. [paper]
  26. “Methods of Decreasing the Number of Support Vectors via k-Mean Clustering,” X.-L. Xia, D.-S. Huang, M.R. Lyu, T.-M. Lok, and G.-B. Huang, International Conference on Intelligent Computing (ICIC 2005), Hefei, China, August 23-26 2005. [paper]
  27. “A Novel Non-negative Shrinkage Technique Based on the Normal Inverse Gaussian Density Model,” L. Shang, D.-S. Huang, T.-M. Lok, and M.R. Lyu, International Conference on Intelligent Computing (ICIC 2005), Hefei, China, August 23-26 2005.[paper]
  28. “A Modified Learning Algorithm Incorporating Additional Functional Constraints Into Neural Networks,” F. Han, D.-S. Huang, X.-Q. Li, M.R. Lyu, and T.-M. Lok, International Conference on Intelligent Computing (ICIC 2005), Hefei, China, August 23-26 2005. [paper]
  29. “A Novel Image Retrieval System Based on BP Neural Network,” J.H. Han, D.S. Huang, T.M. Lok, and M.R. Lyu, Proceedings 2005 International Joint Conference on Neural Networks, Montreal, Quebec, Canada, July 31-August 4, 2005. [paper]
  30. “A Semi-Supervised Active Learning Framework for Image Retrieval,” S.C.H. Hoi and M.R. Lyu, in Proceedings IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), San Diego, CA, USA, June 20-25, 2005, pp. 302-309. [paper][presentation]
  31. “Digital Video Watermarking with a Genetic Algorithm,” P.W. Chan and M.R. Lyu, Proceedings 2005 International Conference on Digital Archive Technologies (ICDAT '05), Taipei, Taiwan, June 16-17, 2005, pp. 139-153. [paper][presentation]
  32. “The Effect of Code Coverage on Fault Detection under Different Testing Profiles,” X. Cai and M.R. Lyu, ICSE 2005 Workshop on Advances in Model-Based Software Testing (A-MOST), St. Louis, Missouri, May 15-21, 2005.[paper]
  33. “Predictive Ranking: A Novel Page Ranking Approach by Estimating the Web Structure,” H. Yang, I. King, and M.R. Lyu, Proceedings of the Fourteenth International World Wide Web Conference (WWW 2005), Tokyo, Japan, May 10-14, 2005, pp. 944-945. (poster)[poster][presentation]
  34. “Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-based Image Retrieval,”(Invited Paper) S.C.H. Hoi, M.R. Lyu and R. Jin, in Proceedings 1st IEEE International EMMA Workshop in conjunction with 21st ICDE Conference, Tokyo, Japan, April 2005, pp. 76-85. [paper][presentation]
  35. “A Novel Video Summarization Framework for Document Preparation and Archival Applications,” S. Lu, I. King, and M.R. Lyu, Proceedings 2005 IEEE Aerospace Conference, Big Sky, Montanna, U.S.A., March 5-12, 2005.[paper]
  36. “ARCADE: Augmented Reality Computing Arena for Digital Entertainment,” M.R. Lyu, I. King, T.T. Wong, E. Yau, and P.W. Chan, Proceedings 2005 IEEE Aerospace Conference, Big Sky, Montana, U.S.A., March 5-12 2005. [paper]
  37. “Semantic Video Summarization Using Mutual Reinforcement Principle and Shot Arrangement Patterns,” S. Lu, M.R. Lyu, and I. King, Proceedings 11th International Multimedia Modeling Conference (MMM'2005), Melbourne, Australia, January 12-14 2005, pp. 60-67. [paper][presentation]

2004

  1. “Improving Chow-Liu Tree Performance By Mining Association Rules,” K. Huang, I. King, M.R. Lyu, and H. Yang, Neural Information Processing: Research and Development. Series: Studies in Fuzziness and Soft Computing, Vol. 152. Rajapakse, Jagath C.; Wang, Lipo (Eds.). Springer-Verlag. 2004, pp. 94-112. [paper]
  2. “Effective Multi-Resolution Arc Segmentation: Algorithms and Performance Evaluation,” J. Song, M.R. Lyu, and S. Cai, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 26, no. 11, November 2004, pp. 1491-1506. [paper]
  3. “Minimum Error Minimax Probability Machine,” K. Huang, H. Yang, I. King, M.R. Lyu, and L. Chan, Journal of Machine Learning Research, issue 5, October 2004, pp. 1253-1286. [paper]
  4. “Design and Evaluation of A Fault Tolerant Mobile Agent System,” M.R. Lyu, X. Chen, and T.-Y. Wong, IEEE Intelligent Systems, Special Issue on Dependable Agent Systems, vol. 19, issue 5, Sept - Oct 2004, pp. 32-38. [paper]
  5. “Analysis of Software Fault Removal Policies Using a Non-Homogeneous Continuous Time Markov Chain,” S. Gokhale, M.R. Lyu, and K.S. Trivedi, Software Quality Journal, vol. 12, issue 3, September 2004, pp. 211-230. [paper]
  6. “Extraction of Karyocytes and their Components from Microscopic Bone Marrow Images Based on Regional Color Features,” X.-W. Zhang, J.-Q. Song, M.R. Lyu and S.-J. Cai, Pattern Recognition Journal, vol 37, issue 2, February 2004, pp. 351-361. [paper]
  7. “A Pseudoinverse Learning Algorithm for Feedforward Neural Networks with Stacked Generalization Applications to Software Reliability Growth Data,” P. Guo and M.R. Lyu, Neurocomputing, vol. 56, 2004, pp. 101-121. [paper]
  8. “Integrating Trust in Grid Computing Systems,” W.K. Lai, K.W. Ng, and M.R. Lyu, in Proceedings GCC 2004; Lecture Notes in Computer Science, vol. 3251, Springer-Verlag 2004, pp. 887-890. [paper]
  9. “Outliers Treatment in Support Vector Regression for Financial Time Series Prediction,” H. Yang, K. Huang, L. Chan, I. King, M.R. Lyu, Proceedings 11th International Conference on Neural information Processing (ICONIP'2004), Lecture Notes of Computer Science, Science city, Calcutta, India, November 22-25, 2004. [paper]
  10. “An Empirical Study on Reliability Modeling for Diverse Software Systems,” X. Cai and M.R. Lyu, Proceedings 15th International Symposium on Software Reliability Engineering (ISSRE¡¦2004), Saint-Malo, France, November 2-5 2004, pp.125-136. [paper][presentation]
  11. “A Novel Log-based Relevance Feedback Technique in Content-based Image Retrieval,” C.H. Hoi and M.R. Lyu, Proceedings ACM Multimedia 2004, New York October 10-16 2004, pp.24-31. [paper][presentation]
  12. “Software Reliability Growth Models Incorporating Fault Dependency with Various Debugging Time Lags,” C.Y. Huang, C.T. Lin, S.Y. Kuo and M.R. Lyu, Proceedings 28th Annual International Computer Software and Applications Conference (COMPSAC' 2004), Hong Kong, September 28-30 2004, pp. 186-191. [paper][presentation]
  13. “Group-based Relevance Feedback with Support Vector Machine Ensembles,” C.H. Hoi and M.R. Lyu, Proceedings 17th International Conference on Pattern Recognition (ICPR'2004), Cambridge, UK, August 23-26, 2004. [paper][presentation]
  14. “Biased Support Vector Machine for Relevance Feedback in Image Retrieval,” C.H. Hoi, C.H. Chan, K. Huang, M.R. Lyu, and I. King, Proceedings International Joint Conference on Neural Networks (IJCNN'2004), Budapest, Hungary, July 25-29, 2004. [paper][presentation]
  15. “Learning Large Margin Classifiers Locally and Globally”, K. Huang, H. Yang, I. King and M.R. Lyu, Proceedings Twenty-first International Conference on Machine Learning (ICML'2004), Banff, Alberta, Canada, July 4-8, 2004, pp. 401-408. [paper][presentation][poster][poster]
  16. “Learning Classifiers from Imbalanced Data Based on Biased Minimax Probability Machine”, K. Huang, H. Yang, I. King and M.R. Lyu, Proceedings IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR' 2004), vol. 2, Washington, DC, June 27-July 2 2004, pp. 558-563. [paper][presentation]
  17. “Robust Face Recognition Using Minimax Probability Machine,” C.H. Hoi and M.R. Lyu, Proceedings 2004 IEEE International Conference on Multimedia and Expo (ICME'2004), Taipei, Taiwan, June 27-30 2004. [paper]
  18. “Video Summarization by Video Structure Analysis and Graph Optimization,” S. Lu, I. King, and M.R. Lyu, Proceedings 2004 IEEE International Conference on Multimedia and Expo (ICME'04), Taipei, Taiwan, June 27-30 2004. [paper]
  19. “Video Summarization by Spatial-Temporal Graph Optimization,” S. Lu, M.R. Lyu, and I. King, Proceedings 2004 IEEE Symposium on Circuits and Systems (ISCAS¡¦04), Vancouver, Canada, May 23-26, 2004. [paper][presentation]
  20. “The PowerRank Web Link Analysis Algorithm,” Y. Lu, B. Zhang, W. Xi, Z Chen, Y. Liu, M.R. Lyu, and W.Y. Ma, , Poster Proceedings 13th International World Wide Web Conference (WWW'2004), New York, May 17-22, 2004 , pp. 254-255. [paper][presentation]
  21. “Affinity Rank: A New Scheme for Efficient Web Search,¡ Y. Liu, B. Zhang, Z. Chen, M.R. Lyu, and W.Y. Ma , Poster Proceedings 13th International World Wide Web Conference (WWW'2004), New York, May 17-22, 2004, pp. 338-339. [paper][presentation]
  22. “Copyright Protection on the Web: A Hybrid Digital Video Watermarking Scheme,” P.W. Chan, M.R. Lyu, and R.T. Chin, Poster Proceedings 13th International World Wide Web Conference (WWW'2004), New York, May 17-22, 2004, pp.354-355. [paper][poster]
  23. “Web Image Learning for Searching Semantic Concepts in Image Databases,” C.H. Hoi and M.R. Lyu, Poster Proceedings 13th International World Wide Web Conference (WWW'2004), New York, May 17-22, 2004, pp. 406-407. [paper][presentation]
  24. “Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks,” C.H. Ngai and M.R. Lyu, Proceedings 2nd International Workshop on Mobile Distributed Computing (MDC'04), Tokyo, Japan, March 23-26 2004. [paper][presentation]
  25. “An Authentication Service Against Dishonest Users in Mobile Ad Hoc Networks,” C.H. Ngai, M.R. Lyu, and R.T. Chin, Proceedings 2004 IEEE Aerospace Conference, Big Sky, Montana, U.S.A., March 6-13 2004. [paper][presentation]
  26. “A Trust Model Based Routing Protocol for Secure Ad Hoc Networks,” X. Li, M.R. Lyu, and J. Liu, Proceedings 2004 IEEE Aerospace Conference, Big Sky, Montana, U.S.A., March 6-13 2004. [paper][presentation]
  27. “Message Queueing Analysis in Wireless Networks with Mobile Station Failures and Handoffs,” X. Chen and M.R. Lyu, Proceedings 2004 IEEE Aerospace Conference, Big Sky, Montana, U.S.A., March 6-13 2004. [PDF][presentation]
  28. “Expected-Reliability Analysis for Wireless CORBA with Imperfect Components,” X. Chen and M.R. Lyu, Proceedings 2004 Pacific-Rim Dependable Computing, Papeete, Tahiti, French Polynesia, March 3-5 2004, pp. 207-215. [paper][presentation]
  29. “Optimal Allocation of Testing-Resource Considering Cost, Reliability, and Testing-Effort,” C.-Y. Huang, J.-H. Lo, S.-Y. Kuo, M.R. Lyu, Proceedings 2004 Pacific-Rim Dependable Computing, Papeete, Tahiti, French Polynesia, March 3-5 2004, pp. 103-112. [paper][presentation]
  30. “Biased Minimax Probability Machine for Medical Diagonsis,” K. Huang, H. Yang, I. King, M. R. Lyu, and L.W. Chan, Proceedings the Eighth International Symposium on Artificial Intelligence and Mathematics (AMAI'2004), Fort Lauderdale, Florida, January 4-6, 2004. [paper]

2003

  1. “A Unified Scheme of Some Non-Homogeneous Poisson Process Models for Software Reliability Estimation,” C.Y. Huang, M.R. Lyu, and S.Y. Kuo, IEEE Transactions on Software Engineering, vol. 29, no. 3, March 2003, pp. 261-269. [paper]
  2. “A New Software Testing Approach Based on Domain Analysis of Specifications and Programs,” R. Zhao, M.R. Lyu, and Y. Min, Proceedings 14th IEEE International Symposium on Software Reliability Engineering (ISSRE'2003), Denver, Colorado, November 17-20 2003, pp. 60-70. [paper][presentation]
  3. “An Empirical Study on Testing and Fault Tolerance for Software Reliability Engineering,” M.R. Lyu, Z. Huang, K.S. Sze, and X. Cai, Proceedings 14th IEEE International Symposium on Software Reliability Engineering (ISSRE'2003), Denver, Colorado, November 17-20 2003, pp. 119-130. This paper received the ISSRE¡¦2003 Best Paper Award. [paper][presentation]
  4. “Domain Testing Based on Character String Predicate,” R. Zhao, M.R. Lyu, and Y. Min, in Proceedings 12th Asian Test Symposium (ATS'2003), Xi'an, China, November 17-19 2003, pp. 96-101. [paper][presentation]
  5. “Character String Predicate Based Automatic Software Test Data Generation,” R. Zhao and M.R. Lyu, Proceedings 3rd International Conference on Quality Software (QSIC¡¦2003), Dallas , Texas , November 6-7 2003 , pp. 255-262. [paper][presentation]
  6. “A Wireless Handheld Multi-Modal Digital Video Library Client System,” M.R. Lyu, J. Yen, E. Yau, and K.S. Sze, Proceedings 5th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR¡¦2003), November 7 2003, Berkeley, California, pp. 231-238. [paper][presentation]
  7. “Sensitivity Analysis of Software Reliability for Component-Based Software Applications ,” J.-H. Lo, C.-Y. Huang, S.-Y. Kuo, and M.R. Lyu, Proceedings 27th Annual International Computer Software and Applications Conference (COMPSAC '2003), Dallas, Texas, November 3-6 2003, pp. 500-505. [paper]
  8. “A DWT-based Digital Video Watermarking Scheme with Error Correcting Code,” P.W. Chan and M.R. Lyu, Proceedings Fifth International Conference on Information and Communications Security (ICICS2003), Huhehaote City, Inner-Mongolia, China, October 10-13, 2003; Lecture Notes in Computer Science, vol. 2836, Springer, 2003, pp. 202-213. [paper][presentation]
  9. “Performance and Effectiveness Analysis of Checkpointing in Mobile Environments,” X. Chen and M.R. Lyu, in Proceedings 22nd International Symposium on Reliable Distributed Systems, Florence , Italy, October 6-8 2003, pp.131-140. [paper][presentation]
  10. “Video Summarization Using Greedy Method in a Constraint Satisfaction Framework,” S. Lu, I. King, and M.R. Lyu, Proceedings 9th International Conference on Distributed Multimedia Systems (DMS'03), Miami, Florida, USA, pages 456–461, September 24-26 2003, pp. 456-461. [paper]
  11. “Extendable and Interchangeable Architecture Description of Distributed Systems Using UML and XML,” C.-A. Sun, J. Cao, M. Jin, C. Liu, and M.R. Lyu, in Proceedings 5th International Workshop on Advanced Parallel Processing Technologies (APPT '03), Xiamen, China, September 17-19 2003, pp. 536-545. [paper][presentation]
  12. “Face recognition committee machines: Dynamic vs. static structures”, H.-M. Tang, M.R. Lyu, and I. King, Proceedings of The 12th International Conference on Image Analysis and Processing (ICIAP 2003), Mantova, Italy, 17-19 September 2003, pp. 121-126. [paper][presentation]
  13. “A Face Processing System Based on Committee Machine: The Approach and Experimental Results”, K.-F. Jang, H.-M. Tang, M. R. Lyu and Irwin King, 10th Int'l Conf. on Computer Analysis of Images and Patterns (CAIP03) Groningen, The Netherlands, Auguest 25-27, 2003, pp. 614-622. [paper][presentation]
  14. “A Progressive Fault Tolerant Mechanism in Mobile Agent Systems,” M.R. Lyu and T.Y. Wong, in Proceedings 7th World Multiconference on Systemics, Cybernetics and Informatics (SCI2003), Orlando , Florida, July 27-30 2003, Volume IX, pp. 299-306. [paper][presentation]
  15. “A Novel Scheme for Video Similarity Detection,” C.H. Hoi, W. Wang and M.R. Lyu, In Proceedings of International Conference on Image and Video Retrieval (CIVR2003), Urbana-Champaign, Illinois, July 24-25 2003; Lecture Notes in Computer Science, vol. 2728, Springer, 2003, pp. 373-382. [paper][presentation]
  16. “Discriminative Training of Bayesian Chow-Liu Tree Multinet Classifiers,” K. Huang, I. King, and M. R. Lyu, in Proceedings International Joint Conference on Neural Network 2003 (IJCNN2003), pp. 484-488, Portland , Oregon , July 20-24 2003. [paper][presentation]
  17. “Finite Mixture Model of Bounded Semi-Naive Bayesian Networks Classifiers,” K. Huang, I. King, and M.R. Lyu, in Lecture Notes of Computer Science, Joint 13th International Conference on Artificial Neural Networks and 10th International Conference on Neural Information Processing (ICANN&ICONIP 2003), June 26-29, 2003, Istanbul, Turkey; Publisher: Springer-Verlag Heidelberg, vol. 2714 / January 2003, pp. 115-122. [paper][presentation]
  18. “Automatic Generation of Dubbing Video Slides for Mobile Wireless Environment,” W. Wang and M.R. Lyu, Proc. 2003 International Conference on Multimedia & Expo (ICME2003), Baltimore, Maryland, July 6-9 2003. [paper]
  19. “PVCAIS: A Personal Videoconference Archive Indexing System,” J. Song, M.R. Lyu, J.-N. Hwang, and M. Cai, Proc. 2003 International Conference on Multimedia & Expo (ICME2003), Baltimore, Maryland, July 6-9 2003. [paper]
  20. “A Wireless Client for Accessing Multimodal Digital Video Library Systems,” K.S. Sze, M.R. Lyu, K.P. Choi, and H.H. Yau, Poster Proc. 12th International World Wide Web Conference (WWW2003), Budapest, Hungary, May 20-24 2003. [paper][presentation]
  21. “Message Logging and Recovery in Wireless CORBA Using Access Bridge,” X. Chen and M.R. Lyu, Proc. 6th International Symposium on Autonomous Decentralized Systems (ISADS2003), Pisa, Italy, April 9-11 2003, pp.107-114. [paper][presentation]
  22. “A Robust Statistic Method for Classifying Color Polarity of Video Text,” J. Song, M. Cai, and M.R. Lyu, Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP2003), Hong Kong , April 6-10 2003, pp.581-584. [paper]
  23. “Face Recognition Committee Machine,” H.-M. Tang, M.R. Lyu and I. King, Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP2003), Hong Kong , April 6-10 2003, pp.837-840. [paper]

2002

  1. “Regularization Parameter Estimation for Feedforward Neural Networks,” P. Guo, M.R. Lyu, and C.L.P. Chen, IEEE Transactions on Systems, Man, and Cybernatics, Part B, December 2002, pp.35-44. [paper]
  2. “Editorial for Special Issue on XML,” M. Marchiori, M.E. Zurko, and M.R. Lyu, Computer Networks, vol. 39, issue 5, August 2002, pp. 469-471. [paper]
  3. “Component-Based Embedded Software Engineering: Development Framework, Quality Assurance and A Generic Assessment Environment” X. Cai, M.R. Lyu, K.-F.Wong, International Journal of Software Engineering and Knowledge Engineering, vol. 12, no. 2, 2002, pp. 107-133. [paper]
  4. “Optimal Allocation of Test Resources for Software Reliability Growth Modeling in Software Development,” M.R. Lyu, S. Rangarajan, and A.P.A. van Moorsel, IEEE Transactions on Reliability, vol. 51, no. 2, June 2002, pp. 183-192. [paper]
  5. “Cluster Number Selection for a Small Set of Samples Using the Bayesian Ying-Yang Model,” P. Guo, C.L.P. Chen, and M.R. Lyu, IEEE Transactions on Neural Networks, vol. 13, no. 3, May 2002, pp. 757-763. [paper]
  6. “Software Reliability Theory,” M.R. Lyu, Encyclopedia of Software Engineering, Wiley, 2002, pp. 1611-1630. [paper]
  7. “Constructing a Large Node Chow-Liu Tree Based On Frequent Itemsets,” K. Huang, I. King, and M. R. Lyu, Proc. 9th International Conference on Neural Information Processing, Orchid Country Club , Singapore , November 18-22 2002, pp. 498-502. [paper] [presentation]
  8. “Learning Maximum Likelihood Semi-Naive Bayesian Network Classifier,” K. Huang, I. King and M.R. Lyu, Proc. 2nd IEEE International Conference on Systems Man and Cybernetics, Hammamet, Tunisia, October 6-9, 2002, pp. TA1F3. [paper] [presentation]
  9. “Optimal Allocation of Testing Resources for Modular Software Systems,” C.Y. Yu, J.H. Lo, S.Y. Kuo, and M.R. Lyu, Proc. 13th International Symposium on Software Reliability Engineering (ISSRE¡¦2002), Annapolis, MD, November 12-15 2002, pp.129-138. [paper]
  10. “A New Approach for Video Text Detection,” M. Cai, J.Q. Song and M.R. Lyu, Proc. International Conference on Image Processing (ICIP2002), vol. 1, Rochester, New York, Sept. 22-25 2002, pp. 117-120. [paper] [presentation]
  11. “XVIP: An XML-Based Video Information Processing System,” C.H. Ngai, P.W. Chan, E. Yau and M.R. Lyu, Proc. 26th Annual International Computer Software and Applications Conference (COMPSAC2002), Oxford, England, August 26-29 2002, pp.173-178. [paper]
  12. “Optimal Resource Allocation and Reliability Analysis for Component-Based Software Applications,” J.H. Lo, S.Y. Kuo, M.R. Lyu, and C.Y. Huang, Proc. 26th Annual International Computer Software and Applications Conference (COMPSAC2002), Oxford, England, August 26-29 2002, pp.7-12. [paper]
  13. “Graphics Recognition from Binary Images: One Step or Two Steps,” J.Q. Song, M. Cai and M.R. Lyu, Proc. International Conference on Pattern Recognition (ICPR¡¦02), vol. 3, Quebec City, Canada, August 11-15 2002, pp. 135-138. [paper] [poster]
  14. “Edge Color Distribution Transform: An Efficient Tool for Object Detection in Images,” J.Q. Song, M. Cai and M.R. Lyu, Proc. International Conference on Pattern Recognition (ICPR¡¦02), vol. 1, Quebec City, Canada, August 11-15 2002, pp. 608-611. [paper] [poster]
  15. “A New Approach for line recognition in large-size images using Hough Transform,” J.Q. Song, M. Cai and M.R.Lyu, Proc. International Conference on Pattern Recognition (ICPR¡¦02), vol. 1, Quebec City, Canada, August 11-15 2002, pp. 33-36. [paper] [poster]
  16. “A Multilingual, Multimodal Digital Video Library System,” M.R. Lyu, E. Yau, and K.S. Sze, in Proc. Joint Conference on Digital Libraries, Portland, July 14-18 2002, pp.145-153 . [paper]
  17. “iVIEW: An Intelligent Video over InternEt and Wireless Access System,” M.R. Lyu, E. Yau, and K.S. Sze, in Proc. 11th International World Wide Web Conference (WWW2002), Practice and Experience Track, Hawaii, May 7-11 2002. [paper]
  18. “ADVISE: Advanced Digital Video Information Segmentation Engine,” C.W. Ng and M.R. Lyu, in Poster Proc. 11th International World Wide Web Conference (WWW2002), Hawaii, May 7-11 2002. [paper]
  19. “A Wireless XML-Based Handheld Multimodal Digital Video Library Client System,” K. S. Sze, K. P. Choi, and M.R. Lyu, in Poster Proc. 11th International World Wide Web Conference (WWW2002), Hawaii , May 7-11 2002 . This paper received the best poster paper award at the WWW2002 conference.[paper] [poster]

2001

  1. “Analysis of Privacy and Non-Repudiation on Pay-TV Systems,” R. Song and M.R. Lyu, IEEE Transactions on Consumer Electronics, vol. 47, issue 4, November 2001, pp. 729-733. [paper]
  2. “A Framework for Modeling Software Reliability, Using Various Testing-Efforts and Fault-Detection Rates” S.Y. Kuo, C.Y. Huang, and M.R. Lyu, IEEE Transactions on Reliability, vol. 50, no. 3, September 2001, pp. 310-320. [paper]
  3. “Effect of Code Coverage on Software Reliability Measurement,” M.Chen, M.R. Lyu, and E. Wong, IEEE Transactions on Reliability, vol. 50, no. 2, June 2001, pp. 165-170. [paper]
  4. “Pseudoinverse Learning Algorithm for Feedfoword Neural Networks,” P. Guo and M.R. Lyu, Advances in Neural Networks and Applications, N.E. Mastorakis (ed.), Artificial Intelligence Series, World Scientific and Engineering Society Press, 2001, pp. 321-326. [paper]
  5. “A Case Study on Stacked Generalization with Software Reliability Growth Modeling Data,” P. Guo and M.R. Lyu, in Proceedings 8th International Conference on Neural Information Processing, Shanghai, China, Nov. 14-18 2001, pp. 1321-1326. [paper]
  6. “An Agent-based Platform for Online Auctions,” Anson Lee, M.R. Lyu and Irwin King, in Proceedings International Conference on Internet Computing (IC¡¦2001), Volume II, Las Vegas, Nevada, USA, June 25-28 2001, pp.743-749. [paper]
  7. “Tunneling across firewalls by using XML and Servlets: An experiment on CORBA,” Wing Hang Cheung, M.R. Lyu and Kam Wing Ng, in Proceedings International Conference on Internet Computing (IC¡¦2001), Volume I, Las Vegas, Nevada, USA, June 25-28 2001, pp.379-385. [paper]
  8. “Design and Implementation of XML-Based Digital Video Library System,” Jacky C.K. Ma and M.R. Lyu, in Proceedings International Conference on Internet Computing (IC¡¦2001), Volume I, Las Vegas, Nevada, USA, June 25-28 2001, pp. 371-374. [paper]
  9. “Video Comparison Using Tree Matching Algorithms,” Chung Wing Ng, Irwin King and M.R. Lyu, in Proceedings International Conference on Imaging Science, Systems, and Technology (CISST¡¦2001), Volume I, Las Vegas, Nevada, USA, June 25-28 2001, pp.184-190. [paper]
  10. “ComPARE: A Generic Quality Assessment Environment for Component-Based Software Systems,” Xia Cai, M.R. Lyu, Kam-Fai Wong and Mabel Wong, in Proceedings International Symposium on Information Systems and Engineering (ISE¡¦2001), Las Vegas, Nevada, USA, June 25-28 2001, pp.348-354. [paper]
  11. “Simulation Techniques for Component-Based Software Reliability Modeling with Project Application,” Ruohao Huang, M.R. Lyu and Karama Kanoun, in Proceedings International Symposium on Information Systems and Engineering (ISE¡¦2001), Las Vegas, Nevada, USA, June 25-28 2001, pp. 283-289. [paper]
  12. “A Novel PAT-Tree Approach to Chinese Document Clustering,” Kenny Kwok, M.R. Lyu and Irwin King, in Proceedings International Symposium on Information Systems and Engineering (ISE¡¦2001), Las Vegas, Nevada, USA, June 25-28 2001, pp.85-91. [paper]
  13. “Agent-based Multimedia Data Sharing Platform,” Anson Lee, M.R. Lyu and Irwin King, in Proceedings International Symposium on Information Systems and Engineering (ISE¡¦2001), Las Vegas, Nevada, USA, June 25-28 2001, pp. 18-24. [paper]
  14. “Integrating Digital Libraries by CORBA, XML and Servlet,” W.H. Cheung, M.R. Lyu and K.W. Ng, in Proceedings First ACM/IEEE-CS Joint Conference on Digital Libraries, Roanoke, Virginia, June 24-28 2001, pp. 472. [paper] [poster]

2000

  1. “Securing Mobile Agents for Electronic Commerce: An Experiment,” H.W. Chan, K.M. Wong, T.Y. Wong, and M.R. Lyu, in Information Security for Global Information Infrastructures, S. Qing and J.H.P. Eloff (eds.), Kluwer Academic Publishers, Boston, August 2000, pp. 471-480. [paper]
  2. “Component-Based Software Engineering: Technologies, Development Frameworks, and Quality Assurance Schemes,” X. Cai, M.R. Lyu, K.F. Wong, and R. Ko,in Proceedings Asian-Pacific Software Engineering Conference (APSEC'2000), Singapore, December 2000, pp. 372-379. [paper]
  3. “Software Quality Prediction Using Mixture Models with EM Algorithm,” P. Guo and M.R. Lyu, in Proceedings First Asia-Pacific Conference in Quality Software (APAQS2000), Hong Kong, October 30-31 2000, pp. 69-78. [paper]
  4. “A Phase-Based Approach to Creating Highly Reliable Software,” M.R. Lyu, in Proceedings 2000 International Conference on Computer Systems and Applications (COMPSAC'2000), Taipei, Taiwan, October 25-27 2000, pp.276-277.[paper] (Chinese version) [paper]
  5. “Firewall Security: Policies, Testing, and Performance Evaluation,” M.R. Lyu and L. Lau, in Proceedings 2000 International Conference on Computer Systems and Applications (COMPSAC'2000), Taipei, Taiwan, October 25-27 2000, pp.116-121. [paper]
  6. “Effort-Index-Based Software Reliability Growth Models and Performance Assessment,” C.Y. Huang, S.Y. Kuo, M.R. Lyu, and J.H. Lo, in Proceedings 2000 International Conference on Computer Systems and Applications (COMPSAC'2000), Taipei, Taiwan, October 25-27 2000, pp.454-459. [paper]
  7. “Quantitative Software Reliability Modeling from Testing to Operation,” C.Y. Huang, S.Y. Kuo, M.R. Lyu, and J.H. Lo, in Proceedings 11th International Symposium on Software Reliability Engineering (ISSRE'2000), San Jose, California, October 9-11 2000, pp.72-82. [paper]
  8. “ATACOBOL: A COBOL Test Coverage Analysis Tool and Its Applications,” S.K. Sze and M.R. Lyu, in Proceedings 11th International Symposium on Software Reliability Engineering (ISSRE'2000), San Jose, California, October 9-11 2000, pp.327-335. [paper]
  9. “The Design, Implementation and Evaluation of an Internet Payment System,” K. L. Chong, C. H. Ho, C. H. Lau, M.R. Lyu, and Y. S. Moon, in Proceedings World Computer Congress: Information Technology for Business Management (WCC-ITBM2000), Beijing, China, August 21-25 2000, pp. 636-639. [paper]
  10. “Design, Implementation, and Experimentation on Mobile Agent Security for Electronic Commerce Applications,” H.W. Chan, K.M. Wong, T.Y. Wong, and M.R. Lyu, in Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'2000), Las Vegas, Nevada, June 26-29 2000, pp. 1871-1877. [paper] [poster]
  11. “Chinese Optical Character Recognition for Information Extraction from Video Images,” W.H. Cheung, K.F. Pang, M.R. Lyu, K.W. Ng, and I. King, in Proceedings of the International Conference on Imaging Science, Systems, and Technology (CISST'2000), Las Vegas, Nevada, June 26-29 2000, pp. 269-275. [paper]
  12. “Virtual Campus: A Web-based Customized Learning Environment,” K.P Ma, M.R. Lyu and W.K. Kan, in Proceedings of the International Conference on Internet Computing (IC'2000), Las Vegas, Nevada, June 26-29 2000, pp. 119-125. [paper]
  13. “Classification for High-Dimension Small-Sample Data Sets Based on Kullback-Leibler Information Measure,” P. Guo and M.R. Lyu, in Proceedings of the International Conference on Artificial Intelligence (IC-AI'2000), Las Vegas, Nevada, June 26-29, 2000, pp. 1187-1193. [paper]
  14. “A Study on Color Space Selection for Determining Image Segmentation Region Number,” P. Guo and M.R. Lyu, in Proceedings of the International Conference on Artificial Intelligence (IC-AI'2000), Las Vegas, Nevada, June 26-29, 2000, pp. 1127-1132. [paper]
  15. “SIAS: A Secure Shopping Information Agent System,” H.W. Chan, T.Y. Wong, K.M Wong, and M.R. Lyu, in Proceedings Fourth International Conference on Autonomous Agents (Agents 2000), Barcelona, Catalonia, Spain, June 3-7 2000, pp. 257-258. [paper]

1999

  1. “Guest Editor's Introduction to the Special Issue on Web Technologies,” M.R. Lyu, IEEE Transactions on Knowledge and Data Engineering, vol. 11, no. 4, July/August 1999, pp. 505-508. [paper]
  2. “Security Modeling and Evaluation for the Mobile Code Paradigm,” H.W. Chan and M.R. Lyu, in Proceedings 1999 Asian Computing Science Conference (ASIAN'99), Phuket, Thailand, December 1999, pp. 371-372. [paper] [presentation]
  3. “Testing, Reliability, and Interoperability Issues in the CORBA Programming Paradigm,” G. Xing and M.R. Lyu, in Proceedings 1999 Asia-Pacific Software Engineering Conference (APSEC'99), Takamatsu, Japan, December 1999, pp. 530-536. [paper] [presentation]
  4. “Software Reliability Modeling and Cost Estimation Incorporating Testing-Effort and Efficiency,” C.-Y. Huang, J.-H. Lo, S.-Y. Kuo, and M.R. Lyu, in Proceedings 10th International Symposium on Software Reliability Engineering (ISSRE'99), West Palm Beach, Florida, November 1999, pp. 62-72. [paper]
  5. “Optimal Software Release Policy Based on Cost and Reliability with Testing Efficiency,” C.-Y. Huang, S.-Y. Kuo, and M.R. Lyu, in Proceedings 23rd Annual International Computer Software and Applications Conference (COMPSAC'99), Phoenix, Arizona, October 1999, pp. 468-473. [paper]
  6. “The Mobile Code Paradigm and Its Security Issues,” H.W. Chan and M.R. Lyu, Proceedings 1999 Asia Pacific Web Conference (APWEB'99), Hong Kong, September 1999, also appears in World Wide Web: Technologies and Applications for the New Millennium, G.H. Young (ed.), CSREA Press, Athens, Georgia, pp. 353-357. [paper] [presentation]
  7. “A Web-Based Customized Virtual Learning Environment,” K.P. Ma and M.R. Lyu, Proceedings 1999 Asia Pacific Web Conference (APWEB'99), Hong Kong, September 1999; also appears in World Wide Web: Technologies and Applications for the New Millennium , G.H. Young (ed.), CSREA Press, Athens, Georgia, pp. 37-43. [paper]
  8. “Software Fault Tolerance in a Clustered Architecture: Techniques and Reliability Modeling,” M.R. Lyu and V.B. Mendiratta, in Proceedings 1999 IEEE Aerospace Conference, Snowmass, Colorado, March 6-13 1999, pp.141 -150 vol.5. [paper]

1998

  1. “Reliability-Oriented Software Engineering: Design, Testing, and Evaluation Techniques,” M.R. Lyu, IEE Software Proceedings,vol. 145, no. 6, December 1998, pp. 191-197. [paper]
  2. “Software Reliability,” S. Dalal, M.R. Lyu, and C. Mallow, Chapter in Encyclopedia on Biostatistics, P. Armitage and T. Colton (eds.), vol. 5, Wiley 1998, pp. 4550-4555. [paper]
  3. “Web-Based Education Techniques: Workflow, Collaboration, and Quality of Service,” M.R. Lyu, Y.S. Moon, W.K. Kan, and M.A. Vouk, in Proceedings 1998 Conference on Quality in Teaching and Learning in Higher Education,Hong Kong, December 10-12 1998, pp. 245-252. [paper]
  4. “Web-CASRE: A Web-Based Tool for Software Reliability Modeling,” M.R. Lyu and Jurgen Schonwalder,in Proceedings Ninth International Symposium on Software Reliability Engineering (ISSRE'98) Industry Track, Paderborn, Germany, November 4-7 1998, pp. 151-160. [paper]
  5. “Software Reliability Analysis Incorporating Fault Detection and Debugging Activities,” S.S. Gokhale, M.R. Lyu, and K.S. Trivedi, in Proceedings Ninth International Symposium on Software Reliability Engineering (ISSRE'98),Paderborn, Germany, November 4-7 1998, pp. 202-211. [paper]
  6. “Reliability Simulation of Component-Based Software Systems,” S.S. Gokhale, M.R. Lyu, and K.S. Trivedi, in Proceedings Ninth International Symposium on Software Reliability Engineering (ISSRE'98), Paderborn, Germany, November 4-7 1998, pp. 192-201. This paper receives the ISSRE'98 Best Paper Award. [paper]
  7. “Issues in the Next Generation of Dependability Standards,” N. Schneidewind, J-C. Laprie, A. Nikora, M.R. Lyu, J. Musa and W.Everett, in Proceedings Ninth International Symposium on Software Reliability Engineering (ISSRE'98),Paderborn, Germany, November 4-7 1998, pp. 101-104. [paper]
  8. “Dependable Computing Systems Keynote Speech: Design, Testing,and Evaluation Techniques for Software Reliability Engineering,” M.R. Lyu, in Proceedings 24th Euromicro Conference, Vasteras, Sweden, August 25-27 1998, pp. xxxix-xlvi. [paper]
  9. “A Summary of QoS Support in SWAN,” T. Chen, P.Krzyzanowski, M. R. Lyu, C. Sreenan, and J. Trotter,in Proceedings 6th IEEE/IFIP International Workshop on Quality of Service (IWQoS'98), Napa, California, May 18-20 1998, pp. 272-274. [paper]
  10. “A Phase-Based Approach to Integrate Reliable Software,” in Proceedings 1998 Quality Week, San Francisco, California, May 1998.
  11. “Bringing Software Tools to the Web - Architecture Issues and Porting Experience,” M.R. Lyu and J. Schoenwaelder,in Proceedings International Symposium on Internet Technologies, Taipei, Taiwan, April 1998, pp. 136-141. [paper]
  12. “An Integrated Approach to Achieving High Software Reliability,” M.R. Lyu, in Proceedings 1998 IEEE Aerospace Conference, Snowmass at Aspen, Colorado, March 21-28, 1998, vol. 4, pp.123-136. [paper]
  13. “Model Validation Using Simulated Data,” S.S. Gokhale, M.R. Lyu, and K.S. Trivedi, in Proceedings 1998 IEEE Workshop on Application-Specific Software Engineering and Technology (ASSET'98),Dallas, Texas, March 1998, pp. 22-27. [paper]

1997

  1. “Reliability Simulation for Fault-Tolerant Software and System,” S.S. Gokhale, M.R. Lyu, and K.S. Trivedi, in PRFTS'97, Taipei, Taiwan, December 1997.[paper]
  2. “Optimization of Reliability Allocation and Testing Schedule for Software Systems,” M.R. Lyu, S. Rangarajan, and A.P.A. van Moorsel, in Proceedings IEEE ISSRE'97, Albuquerque, New Mexico, November 2-5 1997, pp. 336-346. [paper]
  3. “A VC-based API for Renegotiable QoS in Wireless ATM Networks,” T. Chen, P.Krzyzanowski, M.R. Lyu, C. Sreenan, and J. Trotter,in Proceedings IEEE International Conference on Universal Personal Communications (ICUPC'97),San Diego, California, October 1997, pp. 119-123. [paper]
  4. “Incorporating Code Coverage in the Reliability Estimation for Fault-Tolerant Software,” M.Chen, M.R. Lyu, and E. Wong, in Proceedings 16th IEEE Symposium on Reliable Distributed Systems, Durham, North Carolina, October 1997, 45-52.[paper]
  5. “Renegotiable Quality of Service - A New Scheme for Fault Tolerance in Wireless Networks,” T. Chen, P. Krzyzanowski, M.R. Lyu, C. Sreenan, and J. Trotter,in Proceedings IEEE FTCS-27, Seattle, Washington, June 25-27 1997, pp. 21-30. [paper]
  6. “Effect of Repair Policies on Software Reliability,” S.S. Gokhale, P.N. Marinos, K.S. Trivedi, and M.R. Lyu, in Proceedings IEEE COMPASS'97, Gaithersburg, Maryland, June 18-19 1997, pp. 105-116.[paper]
  7. “Software Reliability Engineering Techniques: Modeling, Implementation, Analysis,” M.R. Lyu, in Proceedings IAPD Workshop on Managing Issues of Reliability in New Product Development, Edison, New Jersey, June 9-10 1997.
  8. “Simulation Techniques for Software Reliability Engineering Incorporating Software Architecture,” S. Gokhale, M.R. Lyu, and K. S. Trivedi, in Proceedings IEEE Software Reliability Engineering Workshop, Middletown, New Jersey, June 3-4 1997.
  9. “On Building Reliable Software Systems: An Integrated Approach,” M.R. Lyu, in Proceedings Third International Conference on Reliability, Quality & Safety of Software-Intensive Systems, D. Gritzalis and T. Anderson (eds.), Athens, Greece, June 1997, pp. 194-234.
  10. “Regression Tree Modeling for the Prediction of Software Quality,” S.S. Gokhale and M.R. Lyu, in Proceedings 3rd ISSAT International Conference on Reliability and Quality in Design, Anaheim, California, March 1997, pp. 31-36. [paper]
  11. “Diversity in the Software Development Process,” V.Hilford, M.R. Lyu, B. Cukic, A. Jamoussi, and F.B. Bastani, in Proceedings IEEE WORDS'97, Newport Beach, California, February 1997, pp. 129-136. [paper]

1996

  1. “Handbook of Software Reliability Engineering,” M. R. Lyu (ed.), IEEE Computer Society Press and McGraw-Hill Book Company, 1996, 850 pages. [paper]
  2. “A Generalized Technique for Simulating Software Reliability,” R.Tausworthe and M.R. Lyu, in IEEE Software, March 1996, pp. 77-88. [paper]
  3. “Software Reliability Process Simulation,” R. Tausworthe and M.R. Lyu, in Handbook of Software Reliability Engineering, M.R. Lyu (ed.), McGraw-Hill and IEEE Computer Society Press, New York, April 1996. [paper][paper]
  4. “Software Reliability Measurement Experience,” M.R. Lyu and A. Nikora, in Handbook of Software Reliability Engineering, M.R. Lyu (ed.), McGraw-Hill and IEEE Computer Society Press, New York, April 1996. [paper][paper]
  5. “Quality of Service Guarantees in a Wireless Network,” T. Chen, P.Krzyzanowski, M.R. Lyu, C. Sreenan, and J. Trotter,in Proceedings Lucent Technologies Wireless Workshop, November 11-12 1996.
  6. “An Empirical Study of the Correlation between Code Coverage and Reliability Estimation,” M.Chen, M.R. Lyu, and E. Wong, Proceedings IEEE METRICS'96, Berlin, Germany, March 1996, pp. 133-141. [paper]

1995

  1. “Software Fault Tolerance,” M.R. Lyu (ed.), Wiley Trends in Software book series, John Wiley & Sons, Chichester, 1995, 330 pages. [paper]
  2. “Dependability Modeling for Fault-Tolerant Software & Systems,” J.B. Dugan and M.R. Lyu, in Software Fault Tolerance,Wiley Trends in Software book series, Wiley, February 1995. [paper][paper]
  3. “Reliability of Safety-Critical Systems,” N.Schneidewind, F.Bastani, and M.R. Lyu, Proceedings IEEE ISSRE'95,Toulouse, France, October 1995, pp. 264-267.
  4. “An Experiment in Determining Software Reliability Model Applicability,” A.P.Nikora and M.R. Lyu, Proceedings IEEE ISSRE'95,Toulouse, France, October 1995, pp. 304-313. [paper]
  5. “Software Reliability Study in a Large-Scale Telecommunications Software System,” D. Carman, A. Dolinsky, M.R. Lyu, and J. Yu, Proceedings IEEE ISSRE'95,Toulouse, France, October 1995, pp. 350-359.
  6. “ARMOR: Analyzer for Reducing Module Operational Risk,” M.R. Lyu, J.S. Yu, E. Keramidas, and S.R. Dalal, Proceedings IEEE FTCS-25, Pasadena, California, June 27-30 1995, pp. 137-142. [paper]

1994

  1. “A Coverage Analysis Tool for the Effectiveness of Software Testing,” M.R. Lyu, J.R. Horgan, and S. London, IEEE Transactions on Reliability, vol. 43, no. 4, December 1994, pp. 527-535. [paper]
  2. “Achieving Software Quality with Testing Coverage Measures,” J.R. Horgan, S. London, and M.R. Lyu, in IEEE Computer,September 1994, vol. 27, no. 9, pp. 60-69. [paper]
  3. “Experience in Metrics and Measurements for N-Version Programming,” M.R. Lyu, J. Chen and A. Avizienis, in International Journal of Reliability,Quality and Safety Engineering,vol. 1, no. 1, 1994, pp.41-62. [paper]
  4. “System-Level Reliability and Sensitivity Analyses for Three Fault-Tolerant System Architectures,” J.B. Dugan and M.R. Lyu, IEEE DCCA-4 Proceedings and a Springer-Verlag book,January 1994, pp. 295-307. [paper]
  5. “A Generalized Software Reliability Process Simulation Technique and Tool,” R.Tausworthe and M.R. Lyu, in Proceedings IEEE ISSRE'94, Monterey, California, November 6-9 1994, pp. 264-273. [paper]
  6. “Software Reliability:To Use or Not To Use?” M.R. Lyu, F.Buckley, R.Tausworthe, T.Keller,and J. Musa, in Proceedings IEEE ISSRE'94,Monterey, California, November 6-9 1994, pp. 66-73. [paper]

1993

  1. “System Reliability Analysis of an N-Version Programming Application,” J.B. Dugan and M.R. Lyu,in IEEE Transactions on Reliability, vol. 43, no. 4, December 1994, pp. 513-519; selected as best paper from Proceedings of ISSRE'93, Denver, Colorado, November 3-6 1993, pp. 103-111. [paper]
  2. “Improving the N-Version Programming Process Through the Evolution of a Design Paradigm,” M.R. Lyu and Y.He, in IEEE Transactions on Reliability,vol. 42, no. 2, June 1993, pp. 179-189. [paper]
  3. “System Reliability Analysis of an N-Version Programming Application,” J.B. Dugan and M.R. Lyu, in Proceedings IEEE ISSRE'93, Denver, Colorado, November 3-6 1993, pp. 103-111. [paper]
  4. “A Coverage Analysis Tool for the Effectiveness of Software Testing,” M.R. Lyu, J.R. Horgan, and S. London, selected as best paper in Proceedings IEEE ISSRE'93, Denver, Colorado, November 3-6 1993, pp. 25-34. [paper]
  5. “A Systematic and Comprehensive Tool for Software Reliability Modeling and Measurement,” M.R. Lyu, A. Nikora, and W.Farr,in Proceedings IEEE FTCS-23,Toulouse, France, June 22-24 1993, pp. 648-653. [paper]

1992

  1. “Using Software Reliability Models More Effectively,”M.R. Lyu and A. Nikora, in IEEE Software, July 1992, pp. 43-52. [paper]
  2. “Assuring Design Diversity in N-Version Software: A Design Paradigm for N-Version Programming,” M.R. Lyu and A. Avizienis, in Dependable Computing and Fault-Tolerant Systems,vol. 6, J.F.Meyer, R.D. Schlichting (eds.), Springer-Verlag, Wien, New York, 1992, pp. 197-218. [paper]
  3. “Panel: Research and Development Issues in Software Reliability Engineering,” M.R. Lyu, H. Hecht, H. Kopetz, D.Miller,J.Musa, M. Ohba and D. Siefert, in ACM SigSoft Newsletter, reprinted from IEEE Computer Society,April 1991, pp. 23-30.
  4. “Assuring Design Diversity in N-Version Software: A Design Paradigm for N-Version Programming,” M.R. Lyu and A. Avizienis, in Fault-Tolerant Software Systems: Techniques and Applications, H. Pham (ed.), IEEE Computer Society Press Technology Series, October 1992, pp. 45-54; also in Proceedings 2nd IEEE International Working Conference on Dependable Computing for Critical Applications, Tucson, Arizona, February 18-20 1991, pp. 89-98. [paper]
  5. “Making Better Software Reliability Estimations by A Practical Tool,” M.R. Lyu, A. Nikora and W.Farr, Proceedings 2nd Bellcore/Purdue Software Reliability Workshop, October 12-13 1992, Livingston, New Jersey, pp 11-27.
  6. “Reliability and Maintainability Related Software Coupling Metrics in C++ Programs,” C. Rajaraman and M.R. Lyu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE'92), Research Triangle Park, North Carolina, October 8-10 1992, pp. 303-311. [paper]
  7. “Software Reliability Measurements in N-Version Software Execution Environment,” M.R. Lyu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE'92),Research Triangle Park, North Carolina, October 8-10 1992, pp. 254-263. [paper]
  8. “Software Diversity Metrics and Measurements,” M.R. Lyu, J. Chen and A. Avizienis, in Proceedings IEEE COMPSAC-92,Chicago, Illinois, September 1992, pp. 69-78. [paper]
  9. “Some Coupling Measures for C++ Programs,” C. Rajaraman and M.R. Lyu, in Proceedings TOOLS USA 92 Conference, Santa Barbara, California, August 1992, pp. 225-234. [paper]
  10. “CASRE - A Computer-Aided Software Reliability Estimation Tool,” M.R. Lyu and A. Nikora, in Proceedings 1992 IEEE Computer-Aided Software Engineering Workshop, Montreal, Canada, July 1992, pp. 264-275. [paper]
  11. “A Linear Combination Software Reliability Modeling Tool with a Graphically-Oriented User Interface,” A. Nikora, M.R. Lyu, and T. Antczak, in Proceedings IEEE Symposium on Assessment of Quality Software Development Tools, New Orleans, Louisiana, May 27-29 1992, pp. 21-31. [paper]

1991

  1. “On the Development of Highly Reliable Software for Critical Applications,” M.R. Lyu, in Proceedings Pacific Northwest Software Quality Conference, Portland, Oregon, October 7-8 1991.
  2. “Software Reliability Measurements through Combination Models: Approaches, Results, and a CASE Tool,” M.R. Lyu and A. Nikora, in Proceedings IEEE COMPSAC-91, Tokyo, Japan, Sept. 11-13 1991, pp. 577-584. [paper]
  3. “A Heuristic Approach for Software Reliability Prediction: The Equally-Weighted Linear Combination Model,” M.R. Lyu and A. Nikora, in Proceedings 1991 IEEE International Symposium on Software Reliability Engineering, Austin, Texas, May 17-18 1991, pp. 172-181. [paper]
  4. “Panel: Research and Development Issues in Software Reliability Engineering,” M.R. Lyu, H. Hecht, H. Kopetz, D.Miller, J.Musa, M. Ohba and D. Siefert, in Proceedings 1991 IEEE International Symposium on Software Reliability Engineering, Austin, Texas, May 17-18 1991, pp. 80-87. paper
  5. “Measuring Reliability of Embedded Software: An Empirical Study with JPL Project Data,” M.R. Lyu, in Proceedings International Conference on Probabilistic Safety Assessment and Management , Beverly Hills, California, February 4-7 1991, pp. 493-500.
  6. “PANEL: Research and Development Issues in Software Reliability Engineering,” M.R. Lyu, in SIGSOFT Softw. Eng. Notes, New York, USA, April 1991, pp. 23-30. paper

1990 and before

  1. “Dedix87 - A Supervisory System for Design Diversity Experiments at UCLA,” A. Avizienis, M.R. Lyu, W. Schuetz, K. Tso, and U. Voges, in Software Diversity in Computerized Control Systems, U.Voges (ed.), Springer-Verlag, Wien, New York, 1988, pp. 129-168.
  2. “On The Effectiveness of Multiversion Software in Digital Avionics,” A. Avizienis and M.R. Lyu, in Proceedings the AIAA/IEEE 8th Digital Avionics Systems Conference, San Jose, California, October 1988.
  3. “In Search of Effective Diversity: A Six-Language Study of Fault-Tolerant Flight Control Software,” A. Avizienis, M.R. Lyu, and W.Schuetz, in Proceedings the IEEE Eighteenth Annual International Symposium on Fault-Tolerant Computing (FTCS-18),Tokyo, Japan, June 1988, pp. 15-22. [paper]
  4. “Design and Evaluation of Fault-Tolerant Multi-Version Software,” A. Avizienis and M.R. Lyu, in Annual National Joint Conference on Software Quality and Reliability, Arlington, Virginia, March 1988.
  5. “Multi-Version Software Development,” J.P.J. Kelly, A. Avizienis, B.T. Ulery, B.J. Swain, M.R. Lyu, A.T.Tai, and K.S. Tso, in Proceedings IFAC Workshop SAFECOMP'86,Sarlat, France, October 1986, pp. 43-49.
  6. “Software Fault-Tolerance by Design Diversity; DEDIX: A Tool for Experiments,” A. Avizienis, P. Gunningberg, J.P.J. Kelly, M.R. Lyu, L. Strigini, P.J. Traverse, K.S. Tso, and U. Voges, in Proceedings IFAC Workshop SAFECOMP'85,Como, Italy, October 1985, pp. 173-178.
 
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