- SE = Software Engineering
- DS = Distributed System, Networking, Web services
- MM = Multimedia
- ML = Machine Learning

- “MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs,” Guanhong Tao, Zibin Zheng, Ziying Guo, and
**M.R. Lyu**,*IEEE Transactions on Reliability. (TR)*, accepted, 2017.

Paper [SE]

- “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]

- “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]

- “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]

—-**2016**—- - “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]

- “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]

- “Assessing the Security Properties of Software Obfuscation,” Hui Xu, and
**Michael R. Lyu**,*IEEE Security & Privacy Magazine*, vol.14, issue.5, 2016, pp.80-83.

Paper [SE]

- “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]

- “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]

- “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]

—-**2015**—- - “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]

- “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]

- “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]

- “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]

- “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]

- “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]

- “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]

- “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]

- “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]

- “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]

- “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]

—-**2014**—- - “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]

- “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]

- “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]

- “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]

- “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]

- “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]

- “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]

- “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]

- “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]

- “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]

—-**2013**—- - “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]

- “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]

- “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]

- “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]

- “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]

- “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]

- “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]

- “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]

—-**2012**—- - “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]

- “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]

- “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]

- “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]

- “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]

- “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]

—-**2011**—- - “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]

- “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]

- “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]

- “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.

Paper [ML]

- “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]

- “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]

- “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]

—-**2010**—- - “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, 2010, pp. 462-473.

Paper [MM]

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

Paper [DS]

- “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, 2010, pp. 209-236.

Paper [SE]

- “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*, 2010, pp. 694-707.

Paper [DS]

- “An Adaptive QoS-Aware Fault Tolerance Strategy for Web Services,” Zibin Zheng and
**M.R. Lyu**,*Springer Journal of Empirical Software Engineering (EMSE)*, vol. 15, no. 4, 2010, pp. 323-345.

Paper [DS]

- “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, 2010, pp. 1033-1047.

Paper [ML]

—-**2009**—- - “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, 2009, pp. 5083-5094.

Paper [DS]

- “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, 2009, pp. 977-987.

Paper [ML]

- “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, 2009, pp. 1233-1248.

Paper [MM]

- “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, 2009, pp. 1210-1244.

Paper [MM]

- “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*, 2009, vol. 27, no. 3.

Paper [MM]

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

Paper [ML]

- “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, 2009, pp. 241-252.

Paper [DS]

- “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, 2009, pp. 417-430.

Paper [ML]

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

Paper [ML]

—-**2008**—- - “Robust Regularized Kernel Regression,” J. Zhu, S.C.H. Hoi and
**M.R. Lyu**,*IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics*, vol. 38, no. 6, 2008, pp. 1639-1644.

Paper [MM]

- “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, 2008, pp. 607-619.

Paper [MM]

- “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, 2008, pp. 2842-2854.

Paper [ML]

- “Face Annotation Using Transductive Kernel Fisher Discriminant”, J. Zhu, S.C.H. Hoi, and
**M.R. Lyu**,*IEEE Transactions on Multimedia*, vol. 10, iss. 01, 2008, pp. 86-96.

Paper [MM]

- “Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks,” E.C.-H. Ngai and
**M.R. Lyu**,*International Journal of Wireless and Mobile Computing*, to be published.

Paper [DS]

- “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, 2008, pp. 260-272.

Paper [ML]

—-**2007**—- - “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, 2007, pp. 1279-1292.

Paper [ML]

- “The Generalized Dependency Degree Between Attributes,” H. Yang, I. King, and
**M.R. Lyu**,*Journal of the American Society for Information Science and Technology*, vol. 58, no. 14, 2007. pp. 2280-2294.

Paper [ML]

- “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, 2007, pp.2353-2364.

Paper [DS]

- “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, 2007, pp. 198-211.

Paper [SE]

- “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 [MM]

- “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, iss. 2, 2007, pp. 1026-1037.

Paper [ML]

- “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, iss. 2, 2007, pp. 1120-1130.

Paper [ML]

- “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, 2007, pp. 15-26.

Paper [ML]

—-**2006**—- - “How should software reliability engineering (SRE) be taught?,” M. Garzia, J. Hudepohl, W. Snipes,
**M.R. Lyu**, J. Musa C. Smidts, and L. Williams,*in ACM SIGSOFT Software Eng. Notes*, vol. 31, iss. 4, 2006, pp. 1-5.

Paper [SE]

- “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 [ML]

- “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 [ML]

- “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 [ML]

- “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, 2006, pp. 913-923.

Paper [ML]

- “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 [ML]

- “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, 2006, pp. 821- 831.

Paper [ML]

- “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, 2006, pp. 509-524.

Paper [MM]

- “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 [MM]

- “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, 2006, pp. 281-292.

Paper [SE]

- “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 [MM]

—-**2005**—- - “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, 2005, pp. 583-591.

Paper [SE]

- “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, 2005, pp.592-603.

Paper [SE]

- “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, 2005, pp. 1638-1649.

Paper [MM]

- “A Generic Enrivinment for COTS Testing and Quality Prediction,” X. Cai,
**M.R. Lyu**, and K. Wong,*Testing Commercial-off-the-shelf components and Systems ed. by S. Beydeda and V. Gruhn*, Berlin: Springer-Verlag, 2005, pp.315-347.

Paper [SE]

- “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 [ML]

- “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, 2005, pp. 643-656.

Paper [SE]

- “Reliability Analysis for Various Communication Schemes in Wireless CORBA,” X. Chen and
**M.R. Lyu**,*IEEE Transactions on Reliability*, vol. 54, no. 2, 2005, pp. 232-242.

Paper [DS]

- “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 [MM]

- “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, 2005, pp. 3-13.

Paper [SE]

- “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, 2005, pp. 2-11.

Paper [MM]

- “A Comprehensive Method for Multilingual Video Text Detection, Localization, and Extraction,”
**M.R. Lyu**, J. Song, and M. Cai,*IEEE Transactions on Circuits and Systems for Video Technology*, vol. 15, iss. 2, 2005, pp. 243-255.

Paper [MM]

—-**2004**—- - “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, 2004, pp. 293-320.

Paper [MM]

- “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 [ML]

- “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, 2004, pp. 1491-1506.

Paper [ML]

- “The minimum Error Minimax Probability Machine,” K. Huang, H. Yang, I. King,
**M.R. Lyu**, and L. Chan,*Journal of Machine Learning Research*, issue 5, 2004, pp. 1253-1286.

Paper [ML]

- “Design and Evaluation of A Fault Tolerant Mobile Agent System,”
**M.R. Lyu**, X. Chen, and T.-Y. Wong,*IEEE Intelligent Systems, pecial Issue on Dependable Agent Systems*, vol. 19, iss. 5, 2004, pp. 32-38.

Paper [SE]

- “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, iss. 3, 2004, pp. 211-230.

Paper [SE]

- “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, iss. 2, 2004, pp. 351-361.

Paper [MM]

- “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 [ML]

—-**2003**—- - “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, 2003, pp. 261-269.

Paper [SE]

—-**2002**—- - “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, 2002, pp.35-44.

Paper [ML]

- “Editorial for Special Issue on XML,” M. Marchiori, M.E. Zurko, and
**M.R. Lyu**,*Computer Networks*, vol. 39, issue 5, 2002, pp. 469-471.

Paper [DS]

- “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 [SE]

- “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, 2002, pp. 183-192.

Paper [SE]

- “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, 2002, pp. 757-763.

Paper [ML]

- “Software Reliability Theory,”
**M.R. Lyu**,*Encyclopedia of Software Engineering*, Wiley, 2002, pp. 1611-1630.

Paper [SE]

—-**2001**—- - “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, 2001, pp. 729-733.

Paper [DS]

- “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, 2001, pp. 310-320.

Paper [SE]

- “Effect of Code Coverage on Software Reliability Measurement,” M. Chen,
**M.R. Lyu**, and E. Wong, IEEE Transactions on Reliability, vol. 50, no. 2, 2001, pp. 165-170.

Paper [SE]

- “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 [ML]

—-**2000**—- - “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, 2000, pp. 471-480.

Paper [DS]

—-**1999**—- - “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 [DS]

—-**1998**—- - “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 [SE]

- “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 [SE]

—-**1996**—- - “A Generalized Technique for Simulating Software Reliability,” R.Tausworthe and
**M.R. Lyu**,*in IEEE Software*, March 1996, pp. 77-88.

Paper [SE]

- “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 [SE]

- “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 [SE]

- “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 [SE]

- “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 [SE]

- “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 [SE]

—-**1993**—- - “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 [SE]

—-**1992**—- - “Applying Reliability Models More Effectively,”
**M.R. Lyu**and A. Nikora,*in IEEE Software*, July 1992, pp. 43-52.

Paper [SE]

- “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 [SE]

—-**1991**—-