Command disabled: index
 

Journals and Refereed Book Chapters

Journal Papers

—-2017—-

  1. “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]

  2. “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]

  3. “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—-
  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. “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]

  6. “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]

  7. “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]

  8. “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]

  9. “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—-
  10. “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]

  11. “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]

  12. “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]

  13. “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]

  14. “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]

  15. “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]

  16. “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]

  17. “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]

  18. “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]

  19. “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]

  20. “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—-
  21. “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]

  22. “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]

  23. “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]

  24. “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]

  25. “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]

  26. “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]

  27. “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]

  28. “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]

  29. 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]

  30. “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]

  31. “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—-
  32. “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]

  33. “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]

  34. “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]

  35. 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]

  36. “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]

  37. “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]

  38. “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]

  39. “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—-
  40. “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]

  41. “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]

  42. “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]

  43. “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]

  44. “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]

  45. “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—-
  46. “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]

  47. “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]

  48. “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]

  49. “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]

  50. “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]

  51. “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]

  52. 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—-
  53. “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]

  54. “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]

  55. “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]

  56. “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]

  57. “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]

  58. “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—-
  59. “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]

  60. “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]

  61. “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]

  62. “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]

  63. “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]

  64. “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]

  65. “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]

  66. “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]

  67. “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—-
  68. “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]

  69. “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]

  70. “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]

  71. “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]

  72. “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]

  73. “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—-
  74. “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]

  75. “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]

  76. “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]

  77. “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]

  78. “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]

  79. “A Novel Discriminative Naive Bayesian Network for Classification,” Kaizhu Huang, Zenglin Xu, Irwin King, M.R. Lyu and Zhangbing Zhou, Bayesian Network Technologies: Applications and Graphical Models ed. by Ankush Mittal, Ashraf Kassim and Tele Tan. 2007, pp. 1-12.
    [ML]

  80. “A Tutorial on RDF with Jena,” Wan Yeung Wong, Tak Pang Lau, Irwin King and M.R. Lyu, Advances in Electronic Business (Vol. 2) ed. by Eldon Yu-Zen Li, Timon C. Du. pp.116-140. Idea Group Publishing, 2007.08.
    [ML]

  81. “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]

  82. “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]

  83. “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—-
  84. “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]

  85. “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]

  86. “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]

  87. “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]

  88. “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]

  89. “A Modified Learning Algorithm Incorporating Additional Functional Constraints into Neural Networks,” Fei Han, Xu-Qin Li, M.R. Lyu, and T. M. Lok, International Journal of Pattern Recognition and Artificial Intelligence, vol. 20, no. 2, 2006, pp. 129–142.
    [ML]

  90. “A novel shrinkage technique based on the normal inverse Gaussian density model,” Li Shang, De-Shuang Huang, T. M. Lok and M.R. Lyu, Transactions of the Institute of Measurement and Control, vol. 28, no. 1, 2006, pp. 109-119(11).
    [ML]

  91. “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]

  92. “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]

  93. “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]

  94. “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]

  95. “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]

  96. “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—-
  97. “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]

  98. “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]

  99. “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]

  100. “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]

  101. “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]

  102. “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]

  103. “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]

  104. “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]

  105. “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]

  106. “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]

  107. “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—-
  108. “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]

  109. “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]

  110. “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]

  111. “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]

  112. “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]

  113. “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]

  114. “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]

  115. “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—-
  116. “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—-
  117. “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]

  118. “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]

  119. “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]

  120. “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]

  121. “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]

  122. “Software Reliability Theory,” M.R. Lyu, Encyclopedia of Software Engineering, Wiley, 2002, pp. 1611-1630.
    Paper [SE]



    —-2001—-
  123. “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]

  124. “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]

  125. “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]

  126. “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—-
  127. “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—-
  128. “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—-
  129. “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]

  130. “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—-
  131. “A Generalized Technique for Simulating Software Reliability,” R.Tausworthe and M.R. Lyu, in IEEE Software, March 1996, pp. 77-88.
    Paper [SE]

  132. “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 [SE]

  133. “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 [SE]



    —-1995—-
  134. “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 [SE]



    —-1994—-
  135. “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]

  136. “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]

  137. “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]

  138. “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]

  139. “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—-
  140. “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—-
  141. “Applying Reliability Models More Effectively,” M.R. Lyu and A. Nikora, in IEEE Software, July 1992, pp. 43-52.
    Paper [SE]

  142. “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—-
  143. “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.
    [SE]



    —-1988—-
  144. “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.
    [SE]

 
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