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Edited Books and Journals

  1. Handbook of Software Reliability Engineering
  2. Software Fault Tolerance
  3. TKDE special issue on Web Technologies
  4. Machine Learning: Modeling Data Locally and Globally

Journals and Refereed Book Chapters

  1. “Localized support vector regression for time series prediction,” Haiqin Yang, Kaizhu Huang, Irwin King, and M.R. Lyu. Neuocomputing, to be published.[paper]
  2. “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, to be published. [paper]
  3. “A Fast 2D Shape Recovery Approach by Fusing Features and Appearance,” Jianke Zhu, M. R. Lyu and Thomas S. Huang, IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. 31, No. 7, pp. 1012-1244, July, 2009. paper
  4. “On Sensor Network Reconfiguration for Downtime-Free System Migration”, Yangfan Zhou, M.R. Lyu, and Jianchuan Liu, ACM/Springer Mobile Networks and Applications (MONET), Vol. 14, No. 2, pp. 241-252, April, 2009. [paper]
  5. “Arbitrary Norm Support Vector Machines,” Kaizhu Huang, Danian Zheng, Irwin King, M.R. Lyu, Neural Computation, vol. 21, no. 2, pp. 560–582, February 2009. [paper]
  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]
  7. “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]
  8. “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.
  9. “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]
  10. “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]
  11. “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]
  12. “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]
  13. “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]
  14. “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]
  15. “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]
  16. “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]
  17. “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]
  18. “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]
  19. “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]
  20. “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]
  21. “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]
  22. “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]
  23. “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]
  24. “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]
  25. “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]
  26. “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]
  27. “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]
  28. “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]
  29. “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]
  30. “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]
  31. “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]
  32. “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]
  33. “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]
  34. “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]
  35. “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]
  36. “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]
  37. “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]
  38. “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]
  39. “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]
  40. “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]
  41. “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]
  42. “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]
  43. “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]
  44. “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]
  45. “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]
  46. “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]
  47. “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]
  48. “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]
  49. “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]
  50. “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]
  51. “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]
  52. “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]
  53. “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]
  54. “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]
  55. “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]
  56. “Software Reliability Theory,” M.R. Lyu, Encyclopedia of Software Engineering, Wiley, 2002, pp. 1611-1630. [paper]
  57. “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]
  58. “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]
  59. “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]
  60. “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]
  61. “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]
  62. “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]
  63. “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]
  64. “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]
  65. “A Generalized Technique for Simulating Software Reliability,” R.Tausworthe and M.R. Lyu, in IEEE Software, March 1996, pp. 77-88. [paper]
  66. “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]
  67. “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]
  68. “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]
  69. “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]
  70. “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]
  71. “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]
  72. “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]
  73. “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]
  74. “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]
  75. “Using Software Reliability Models More Effectively,”M.R. Lyu and A. Nikora, in IEEE Software, July 1992, pp. 43-52. [paper]
  76. “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]
  77. “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.
  78. “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.
 
publications/journal.1242826694.txt · Last modified: 2009/05/20 21:38 by lyu     Back to top
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