MAIN MENU

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

—-2012—-

1. “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.
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2. “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 (CLOUD2012), Applications and Experience Track, Hawaii, US, June 24-29, 2012.
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3. “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.
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4. “Real-Time Performance Predictions 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.
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5. “Clustering Based QoS Prediction 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.
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6. “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-12), Toronto, Ontario, Canada, July 22 - 26, 2012.
   Paper [ML]
   
   
7. “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.
   Paper [ML]
   
   
8. “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 (IJCNN2012), Brisbane, Australia, June 10 - 15, 2012.
   Paper [ML]
   
   
9. “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.
   Paper [ML]
   
   
10. “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.
    Paper [ML]
    
    
11. “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.
    Paper Presentation [DS]
    
    

—-2011—-

1. “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.
   [Paper] [DS]
   
   
2. “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.
   Paper Presentation [SE]
   
   
3. “Cross-library API Recommendation using Web Search Engines,” Wujie Zheng, Qirun Zhang, and M.R. Lyu, in Proceedings of in ESEC/FSE 2011, New Ideas Track, Szeged, Hungary, September 5-9, 2011
   Paper Presentation [SE]
   
   
4. “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 (CIKM2011, poster), Glasgow, Scotland, UK, 2011.
   [Poster] Paper [ML]
   
   
5. “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 (CIKM2011, poster), Glasgow, Scotland, UK, 2011. Poster Paper [ML]
   
   
6. “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-11), San Francisco, California, USA, August 7 - 11, 2011.
   Paper Presentation [ML]
   
   
7. “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.
   Paper Presentation [DS]
   
   
8. “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.
   Paper Presentation [DS]
   
   
9. “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 (ICWS2011), Work-in-progress Track, Washington D.C. US, July 4-9, 2011, pp.702-703.
   [Paper] Presentation [DS]
   
   
10. “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 (CLOUD2011), Research Track, Washington D.C. US, July 4-9, 2011, pp.227-234.
    [Paper] Presentation [DS]
    
    
11. “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 (CLOUD2011), Application & Experience Track, Washington D.C. US, July 4-9, 2011, pp.444-451.
    [Paper] Presentation [DS]
    
    
12. “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 (CLOUD2011), Application & Experience Track, Washington D.C. US, July 4-9, 2011, pp.460-467.
    [Paper] Presentation[DS]
    
    
13. “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'11), , Saarbrucken, Germany, March 26 - April 3, 2011, pp. 386-400.
    Paper Presentation [SE]
    
    
14. “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.
    [Paper] Presentation [ML]
    
    
15. “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.
    paper [Presentation] [ML]
    
    
    
    —-2010—-
16. “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]
    
    
17. “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]
    
    
18. “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]
    
    
19. “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]
    
    
20. “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] Poster[SE]
    
    
21. “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]
    
    
22. “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]
    
    
23. “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]
    
    
24. “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%))]
    
    
25. “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]
    
    
26. “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]
    
    
27. “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]
    
    
28. “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]
    
    
29. “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
    
    
30. “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]
    
    
31. “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%]
    
    
32. “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—-
33. “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]
    
    
34. “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%]
    
    
35. “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%]
    
    
36. “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%]
    
    
37. “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%]
    
    
38. “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%]
    
    
39. “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%]
    
    
40. “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%]
    
    
41. “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%]
    
    
42. “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%]
    
    
43. “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%]
    
    
44. “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]
    
    
45. “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]
    
    
46. “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%]
    
    
47. “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]
    
    
48. “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%]
    
    
49. “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%]
    
    
50. “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]
    
    
51. “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]
    
    
52. “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]
    
    
53. “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%)]
    
    
54. “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—-
    
55. “SoRec: Social Recommendation Using Probabilistic Matrix Factorization,” H. Ma, H. Yang, M.R. Lyu, and I. King, in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, California, USA, October 26-30, 2008, pp. 931-940.
    [Paper][Presentation] [ML] [AR: 132/772 (17%)]
    
    
56. “Learning Latent Semantic Relations from Clickthrough Data for Query Suggestion,” H. Ma, H. Yang, I. King, and M.R. Lyu, in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, California, USA, October 26-30, 2008, pp. 709-718.
    [Paper][Presentation] [ML] [AR: 132/772 (17%)]
    
    
57. “Mining Social Networks Using Heat Diffusion Processes for Marketing Candidates Selection,” H. Ma, H. Yang, M.R. Lyu, and I. King, in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, California, USA, October 26-30, 2008, pp. 233-242.
    [Paper][Presentation] [ML] [AR: 132/772 (17%)]
    
    
58. “Semi-supervised text categorization by active search,” Z. Xu, R. Jin, K. Huang, I. King, and M.R. Lyu, in Proceedings of ACM 17th Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, California, USA, October 26-30, 2008, pp. 1517-1518.
    [Paper][Presentation] [ML] [AR: (132+124)/772 (16%)]
    
    
59. “Formal Models for Expert Finding on DBLP Bibliography Data,” H. Deng, I. King and M.R. Lyu, in Proceedings of The Eighth IEEE International Conference on Data Mining (ICDM 2008), Pisa, Italy, December 15-19, 2008, pp. 163-172.
    [Paper][Presentation] [ML] [AR: 70/724 (9%)]
    
    
60. “Semi-supervised Learning from General Unlabeled Data,” K. Huang, Z. Xu, I. King, and M.R. Lyu, Appearing in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), Pisa, Italy, December 15-19, 2008, pp. 273-282.
    [Paper][Presentation][ML] [AR: 70/724 (9%)]
    
    
61. “Direct Zero-norm Optimization for Feature Selection,” K. Huang, I. King, and M.R. Lyu, in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), Pisa, Italy, December 15-19, 2008, pp. 845-850.
    [Paper][Presentation] [ML] [AR: (70+74)/724 (20%)]
    
    
62. “An Extended Level Method for Efficient Multiple Kernel Learning,” Z. Xu, R. Jin, I. King, and M.R. Lyu, in Advances in Neural Information Processing Systems (NIPS 22), 2008, pp. 1-8.
    [Paper][Presentation] [MM] [Poster AR: (123 + 127)/1022 (24%)]
    
    
63. “An Effective Approach to 3D Deformable Surface Tracking,” J. Zhu, S. Hoi, Z. Xu and M.R. Lyu, in Proceedings of the 10th European Conference on Computer Vision (ECCV 2008), 2008, pp. 766-779.
    [Paper][Presentation] [MM] [AR: 27.9%]
    
    
64. “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, pp. 1-7.
    [Paper] [MM] [AR: 32%]
    
    
65. “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, pp. 41-50.
    [Paper][Presentation] [MM] [AR: 16%]
    
    
66. “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 2008), Seattle, USA, November 11-14, 2008, pp. 97-106.
    [Paper][Presentation] [DS] [AR: 25%]
    
    
67. “A Novel Coalitional Game Model for Security Issues in Wireless Networks,” X. Li, M.R. Lyu, in Proceedings of IEEE Global Telecommunications Conference 2008 (GLOBECOM 2008), New Orleans, Louisiana, USA, November 30-December 4, 2008, pp. 1-6.
    [Paper][Presentation] [DS] [AR: 36.8%]
    
    
68. “A Distributed Replication Strategy Evaluation and Selection Framework for Fault Tolerant Web Services,” Z. Zheng and M.R. Lyu, in Proceedings of the IEEE International Conference on Web Services (ICWS 2008), Beijing, China, September 23-26, 2008, pp. 145-152.
    [Paper][Presentation] [DS] [AR: 16%]
    
    
69. “On Sensor Network Reconfiguration Problem for Downtime-Free System Migrations,” Y. Zhou, M. R. Lyu, and J. Liu, In Proceedings of the Fifth International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine 2008), Hong Kong, China, July 28-31, 2008, pp. 1-7.
    [Paper] [DS]
    
    
70. “WS-DREAM: A Distributed Reliability Assessment Mechanism for Web Services,” Z. Zheng and M.R. Lyu, in Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2008), Anchorage, Alaska, USA, June 24-27, 2008, pp. 392-397.
    [Paper][Presentation] [DS] [AR: 26%]
    
    
71. “An Index-Based Sensor-Grouping Mechanism for Field Coverage Wireless Sensor Networks,” Y. Zhou, M.R. Lyu, and J. Liu, In Proceedings of The 2008 IEEE International Conference on Communications (ICC 2008), Beijing, China, May 2008, pp. 2409-2415.
    [Paper] [DS] [AR: 33%]
    
    
72. “Developing Aerospace Applications with a Reliable Web Services Paradigm,” P.W. Chan and M.R. Lyu, in Proceedings of The 2008 IEEE Aerospace Conference, Big Sky, MT, USA, March 1-8, 2008, pp. 1-13.
    [Paper][Presentation] [DS]
    
    
    
    
    —-2007—-
    
73. “Efficient convex relaxation for transductive support vector machine,” Z. Xu, R. Jin, J. Zhu, I. King, and M.R. Lyu, In Proceedings of Advances in Neural Information Processing System 20 (NIPS2007), Cambridge, MA, December 2007, pp. 1641-1648.
    [Paper] [Presentation] [ML]
    
    
74. “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 2007), Washington, DC, USA, November 26-30, 2007, pp. 1318-1323.
    [Paper] [Presentation] [DS]
    
    
75. “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 2007), Pisa, Italy, October 8-11, 2007, pp. 1-9.
    [Paper] [Presentation] [DS]
    
    
76. “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 2007), August 12-17, 2007, pp. 418-423.
    [Paper][Presentation] [ML]
    
    
77. “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, July 23-27, 2007, pp. 39-46.
    [Paper] [Presentation] [ML]
    
    
78. “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, July 23-27, 2007, pp. 431-438.
    [Paper] [Presentation] [ML]
    
    
79. “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, July 9-13, 2007, pp. 679-686.
    [Paper] [Presentation] [DS]
    
    
80. “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, July 2-5, 2007, pp. 2206-2209.
    [Paper] [MM]
    
    
81. “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, June 20-24, 2007, pp. 361-368.
    [Paper] [ML]
    
    
82. “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), June 19-21, 2007, pp. 1-7.
    [Paper][Presentation] [MM]
    
    
83. “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), June 19-21, 2007, pp. 1-8.
    [Paper] [MM]
    
    
84. “Software Reliability Engineering: A Roadmap,” M.R. Lyu, Future of Software Engineering, in Proceedings of the 29th International Conference on Software Engineering, Minneapolis, May 20-26, 2007, pp. 153-170.
    Paper [Presentation] [SE]
    
    
85. “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, May 8-12, 2007, pp. 1171–1172.
    [Paper] [Presentation] [ML]
    
    
86. “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, April 15-20, 2007, pp. 607-619.
    [Paper] [MM]
    
    
87. “Extending link-based algorithms for similar web pages,” Z. Lin, I. King, and M.R. Lyu, Proceedings of the 6th International Conference on Web Intelligence (WI07), 2007, pp. 263-266.
    Paper [ML]
    
    
88. “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, March 11-15, 2007, pp. 3736-3740 .
    [Paper] [DS]
    
    
89. “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, March 11-15, 2007, pp .3675-3680.
    [Paper] [DS]
    
    
90. “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, March 3-10, 2007, pp. 1-8.
    [Paper] [DS]
    
    
    
    
    —-2006—-
    
91. “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, December 28-22, 2006, pp. 687-693.
    [Paper][Presentation] [ML]
    
    
92. “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), September 2006, Xidian University, Xi'an, China; also in L.Wang et al. (eds.), LNAI 4223, Springer-Verlag, 2006, pp. 582-585.
    [Paper] [ML]
    
    
93. “How should software reliability engineering (SRE) be taught?,” Mario Garzia, John P. Hudepohl, Will Snipes, M.R. Lyu, John D. Musa, Carol Smidts, Laurie Williams, in SIGSOFT Softw. Eng. Notes 31(4): 1-5 (2006).
    [SE]
    
    
94. “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 2006), LNCS 4022, Springer, 2006, pp. 602-611.
    [Paper] [MM]
    
    
95. “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, pp. 101-108.
    [Paper][Presentation] [DS]
    
    
96. “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, August 16-19, 2006, pp. 454-463.
    [Paper] [ML]
    
    
97. “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, July 16-21, 2006, pp. 1825-1832.
    [Paper] [ML]
    
    
98. “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, May 28-June 1, 2006, Chengdu, China, published in Advances in Neural Networks (ISNN 2006), LNCS 3971, SpringerLink, 2006, pp. 631-636.
    [Paper] [ML]
    
    
99. “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, May 28-June 1, 2006, Chengdu, China, published in Advances in Neural Networks (ISNN 2006), LNCS 3971, SpringerLink, 2006, pp. 1165-1170.
    [Paper] [ML]
    
    
100. “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, pp. 187-196 .
     [Paper] [ML]
     
     
101. “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, pp. 917-920 .
     [Paper][Presentation] [MM]
     
     
102. “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 Proceedings of the International Wireless Communications and Mobile Computing Conference (IWCMC'06), Vancouver, Canada, July 3-6, 2006, pp. 1171-1176.
     [Paper] [Presentation] [DS]
     
     
103. “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 of the 23rd International Conference on Machine Learning (ICML2006), Pittsburgh, Penn, US, June 25-29, 2006, pp. 417-424.
     [Paper] [MM]
     
     
104. “Learning Distance Metrics with Contextual Constraints for Image Retrieval,” S. C.H. Hoi, W. Liu, M.R. Lyu, and W.-Y. Ma, in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2006), New York, June 17-22, 2006, pp. 2072-2078.
     [Paper] [Presentation] [MM]
     
     
105. “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, June 14-17, 2006, pp. 357-360.
     [Paper] [Presentation] [WMV] [MM]
     
     
106. “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, pp. 3383-3389.
     [Paper] [Presentation] [DS]
     
     
107. “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] [DS]
     
     
108. “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] [DS]
     
     
109. “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 (WWW 2006), Edinburgh, England, UK, May 23-26, 2006, pp. 633-642.
     [Paper][Presentation] [MM]
     
     
110. “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 (WWW 2006), Edinburgh, England, UK, May 23-26, 2006, pp. 543-552.
     [Paper][Presentation] [MM]
     
     
111. “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 (WWW 2006), Edinburgh, Scotland, May 23-26, 2006, pp. 1019-1020.
     [Paper][poster] [ML]
     
     
112. “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 (ECCV 2006), Graz, Austria, May 7-13, 2006, pp. 1-12.
     [Paper][Presentation] [MM]
     
     
113. “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, pp, 1-9.
     [Paper][Presentation] [DS]
     
     
     
     
     —-2005—-
     
114. “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 the National Software Application Conference (NASAC2005), Nanjing, China, October 18-20, 2005.
     [Paper] [SE]
     
     
115. “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] [ML]
     
     
116. “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] [DS]
     
     
117. “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] [SE]
     
     
118. “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] [SE]
     
     
119. “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 2005), Washington, DC, November 7-10, 2005.
     [Paper] [DS]
     
     
120. “Improving Naive Bayesian Classifier by Discriminative Training,” K. Huang, Z. Zhou, I. King, and M.R. Lyu, Proceedings of the 11th International Conference on Neural Information Processing, Taipei, October 30-November 2, 2005, pp. 49-54. [Presentation] [ML]
     
     
121. “NHDC and PHDC: Non-propagating and Propagating Heat Diffusion Classifiers,” H. Yang, I. King, and M.R. Lyu, Proceedings of the 11th International Conference on Neural Information Processing, Taipei, October 30-November 2, 2005, pp. 394-399.
     [Paper] [ML]
     
     
122. “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] [MM]
     
     
123. “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] [MM]
     
     
124. “A Unified Machine Learning Paradigm 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, Aug, 2005.
     [Paper] [MM]
     
     
125. “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] [MM]
     
     
126. “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] [ML]
     
     
127. “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] [ML]
     
     
128. “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] [MM]
     
     
129. “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, California, USA, June 20-25, 2005, pp. 302-309.
     [Paper][Presentation] [MM]
     
     
130. “Digital Video Watermarking with a Genetic Algorithm,” P.W. Chan and M.R. Lyu, Proceedings 2005 International Conference on Digital Archive Technologies (ICDAT 2005), Taipei, Taiwan, June 16-17, 2005, pp. 139-153.
     [Paper][Presentation] [MM]
     
     
131. “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] [SE]
     
     
132. “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] [DS]
     
     
133. “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] [MM]
     
     
134. “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] [MM]
     
     
135. “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] [MM]
     
     
136. “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] [MM]
     
     
     
     
     —-2004—-
     
137. “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] [DS]
     
     
138. “Outliers Treatment in Support Vector Regression for Financial Time Series Prediction,” H. Yang, K. Huang, L. Chan, I. King, M.R. Lyu, Proceedings of the 11th International Conference on Neural information Processing (ICONIP'2004), Lecture Notes of Computer Science, Science city, Calcutta, India, November 22-25, 2004.
     [Paper] [ML]
     
     
139. “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] [SE]
     
     
140. “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] [MM]
     
     
141. “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] [SE]
     
     
142. “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] [ML]
     
     
143. “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] [MM]
     
     
144. “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] [ML]
     
     
145. “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] [ML]
     
     
146. “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] [MM]
     
     
147. “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 2004), Taipei, Taiwan, June 27-30, 2004.
     [Paper] [MM]
     
     
148. “Video Summarization by Spatial-Temporal Graph Optimization,” S. Lu, M.R. Lyu, and I. King, Proceedings 2004 IEEE Symposium on Circuits and Systems (ISCAS 2004), Vancouver, Canada, May 23-26, 2004.
     [Paper][Presentation] [MM]
     
     
149. “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] [DS]
     
     
150. “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] [DS]
     
     
151. “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] [DS]
     
     
152. “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] [DS]
     
     
153. “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 2004), Tokyo, Japan, March 23-26, 2004.
     [Paper][Presentation] [DS]
     
     
154. “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] [DS]
     
     
155. “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] [DS]
     
     
156. “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] [DS]
     
     
157. “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] [SE]
     
     
158. “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] [SE]
     
     
159. “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] [ML]
     
     
     
     
     —-2003—-
     
160. “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] [SE]
     
     
161. “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] [SE]
     
     
162. “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] [SE]
     
     
163. “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] [SE]
     
     
164. “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] [DS]
     
     
165. “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] [SE]
     
     
166. “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] [MM]
     
     
167. “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] [DS]
     
     
168. “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 2003), Miami, Florida, USA, pages 456–461, September 24-26, 2003, pp. 456-461.
     [Paper] [MM]
     
     
169. “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 2003), Xiamen, China, September 17-19, 2003, pp. 536-545.
     [Paper][Presentation] [DS]
     
     
170. “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, September 17-19, 2003, pp. 121-126.
     [Paper][Presentation] [MM]
     
     
171. “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 (CAIP 2003) Groningen, The Netherlands, Auguest 25-27, 2003, pp. 614-622.
     [Paper][Presentation] [MM]
     
     
172. “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 (SCI 2003), Orlando , Florida, July 27-30, 2003, Volume IX, pp. 299-306.
     [Paper][Presentation] [DS]
     
     
173. “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 (CIVR 2003), Urbana-Champaign, Illinois, July 24-25, 2003; Lecture Notes in Computer Science, vol. 2728, Springer, 2003, pp. 373-382.
     [Paper][Presentation] [MM]
     
     
174. “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 (IJCNN 2003), Portland , Oregon , July 20-24, 2003, pp. 484-488.
     [Paper][Presentation] [ML]
     
     
175. “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] [ML]
     
     
176. “Automatic Generation of Dubbing Video Slides for Mobile Wireless Environment,” W. Wang and M.R. Lyu, in Proceedings of the International Conference on Multimedia & Expo (ICME 2003), Baltimore, Maryland, July 6-9, 2003.
     [Paper] [MM]
     
     
177. “PVCAIS: A Personal Videoconference Archive Indexing System,” J. Song, M.R. Lyu, J.-N. Hwang, and M. Cai, in Proceedings of the International Conference on Multimedia & Expo (ICME 2003), Baltimore, Maryland, July 6-9, 2003.
     [Paper] [MM]
     
     
178. “A Wireless Client for Accessing Multimodal Digital Video Library Systems,” K.S. Sze, M.R. Lyu, K.P. Choi, and H.H. Yau, Poster in Proceedings of the 12th International World Wide Web Conference (WWW 2003), Budapest, Hungary, May 20-24, 2003.
     [Paper][Presentation] [MM]
     
     
179. “Message Logging and Recovery in Wireless CORBA Using Access Bridge,” X. Chen and M.R. Lyu, in Proceedings of the 6th International Symposium on Autonomous Decentralized Systems (ISADS 2003), Pisa, Italy, April 9-11, 2003, pp. 107-114.
     [Paper][Presentation] [DS]
     
     
180. “A Robust Statistic Method for Classifying Color Polarity of Video Text,” J. Song, M. Cai, and M.R. Lyu, in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2003), Hong Kong , April 6-10, 2003, pp. 581-584.
     [Paper] [MM]
     
     
181. “Face Recognition Committee Machine,” H.-M. Tang, M.R. Lyu and I. King, in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2003), Hong Kong , April 6-10, 2003, pp. 837-840.
     [Paper] [MM]
     
     
     
     
     —-2002—-
     
182. “Constructing a Large Node Chow-Liu Tree Based On Frequent Itemsets,” K. Huang, I. King, and M. R. Lyu, Proceedings of the 9th International Conference on Neural Information Processing, Orchid Country Club, Singapore, November 18-22, 2002, pp. 498-502.
     [Paper] [Presentation] [ML]
     
     
183. “Learning Maximum Likelihood Semi-Naive Bayesian Network Classifier,” K. Huang, I. King and M.R. Lyu, in Proceedings of the 2nd IEEE International Conference on Systems Man and Cybernetics, Hammamet, Tunisia, October 6-9, 2002, pp. TA1F3.
     [Paper] [Presentation] [ML]
     
     
184. “Optimal Allocation of Testing Resources for Modular Software Systems,” C.Y. Yu, J.H. Lo, S.Y. Kuo, and M.R. Lyu, in Proceedings of the 13th International Symposium on Software Reliability Engineering (ISSRE 2002), Annapolis, MD, November 12-15, 2002, pp. 129-138.
     [Paper] [SE]
     
     
185. “A New Approach for Video Text Detection,” M. Cai, J.Q. Song and M.R. Lyu, in Proceedings of the International Conference on Image Processing (ICIP 2002), vol. 1, Rochester, New York, September 22-25, 2002, pp. 117-120.
     [Paper] [Presentation] [MM]
     
     
186. “XVIP: An XML-Based Video Information Processing System,” C.H. Ngai, P.W. Chan, E. Yau and M.R. Lyu, in Proceedings of the 26th Annual International Computer Software and Applications Conference (COMPSAC 2002), Oxford, England, August 26-29, 2002, pp. 173-178. [Paper] [MM]
     
     
187. “Optimal Resource Allocation and Reliability Analysis for Component-Based Software Applications,” J.H. Lo, S.Y. Kuo, M.R. Lyu, and C.Y. Huang, in Proceedings of the 26th Annual International Computer Software and Applications Conference (COMPSAC 2002), Oxford, England, August 26-29, 2002, pp. 7-12.
     [Paper] [SE]
     
     
188. “Graphics Recognition from Binary Images: One Step or Two Steps,” J.Q. Song, M. Cai and M.R. Lyu, in Proceedings of the International Conference on Pattern Recognition (ICPR 2002), vol. 3, Quebec City, Canada, August 11-15, 2002, pp. 135-138.
     [Paper] [poster] [MM]
     
     
189. “Edge Color Distribution Transform: An Efficient Tool for Object Detection in Images,” J.Q. Song, M. Cai and M.R. Lyu, in Proceedings of the International Conference on Pattern Recognition (ICPR 2002), vol. 1, Quebec City, Canada, August 11-15, 2002, pp. 608-611.
     [Paper] [poster] [MM]
     
     
190. “A New Approach for line recognition in large-size images using Hough Transform,” J.Q. Song, M. Cai and M.R.Lyu, in Proceedings of the International Conference on Pattern Recognition (ICPR 2002), vol. 1, Quebec City, Canada, August 11-15, 2002, pp. 33-36.
     [Paper] [poster] [MM]
     
     
191. “A Multilingual, Multimodal Digital Video Library System,” M.R. Lyu, E. Yau, and K.S. Sze, in Proceedings of the Joint Conference on Digital Libraries, Portland, July 14-18, 2002, pp. 145-153.
     [Paper] [MM]
     
     
192. “iVIEW: An Intelligent Video over InternEt and Wireless Access System,” M.R. Lyu, E. Yau, and K.S. Sze, in Proceedings of the 11th International World Wide Web Conference (WWW 2002), Practice and Experience Track, Hawaii, May 7-11, 2002.
     [Paper] [MM]
     
     
193. “ADVISE: Advanced Digital Video Information Segmentation Engine,” C.W. Ng and M.R. Lyu, Poster in Proceedings of the 11th International World Wide Web Conference (WWW 2002), Hawaii, May 7-11, 2002.
     [Paper] [MM]
     
     
194. “A Wireless XML-Based Handheld Multimodal Digital Video Library Client System,” K. S. Sze, K. P. Choi, and M.R. Lyu, Poster in Proceedings of the 11th International World Wide Web Conference (WWW 2002), Hawaii , May 7-11, 2002. This paper received the best poster paper award at the WWW2002 conference.
     [Paper] [poster] [MM]
     
     
     
     
     —-2001—-
     
195. “A Case Study on Stacked Generalization with Software Reliability Growth Modeling Data,” P. Guo and M.R. Lyu, in Proceedings of the 8th International Conference on Neural Information Processing, Shanghai, China, November 14-18, 2001, pp. 1321-1326.
     [Paper] [SE]
     
     
196. “An Agent-based Platform for Online Auctions,” Anson Lee, M.R. Lyu and Irwin King, in Proceedings International Conference on Internet Computing (ICIC 2001), Volume II, Las Vegas, Nevada, USA, June 25-28, 2001, pp. 743-749.
     [Paper] [DS]
     
     
197. “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 (ICIC 2001), Volume I, Las Vegas, Nevada, USA, June 25-28, 2001, pp. 379-385.
     [Paper] [DS]
     
     
198. “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 (ICIC 2001), Volume I, Las Vegas, Nevada, USA, June 25-28, 2001, pp. 371-374.
     [Paper] [DS]
     
     
199. “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] [DS]
     
     
200. “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] [SE]
     
     
201. “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] [SE]
     
     
202. “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] [MM]
     
     
203. “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] [MM]
     
     
204. “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] [DS]
     
     
     
     
     —-2000—-
     
205. “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] [SE]
     
     
206. “Software Quality Prediction Using Mixture Models with EM Algorithm,” P. Guo and M.R. Lyu, in Proceedings First Asia-Pacific Conference in Quality Software (APAQS 2000), Hong Kong, October 30-31, 2000, pp. 69-78.
     [Paper] [SE]
     
     
207. “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] [SE]
     
     
208. “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] [DS]
     
     
209. “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] [SE]
     
     
210. “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] [SE]
     
     
211. “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] [SE]
     
     
212. “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-ITBM 2000), Beijing, China, August 21-25, 2000, pp. 636-639.
     [Paper] [DS]
     
     
213. “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] [DS]
     
     
214. “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] [MM]
     
     
215. “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 (ICIC 2000), Las Vegas, Nevada, June 26-29, 2000, pp. 119-125.
     [Paper] [DS]
     
     
216. “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] [ML]
     
     
217. “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] [MM]
     
     
218. “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] [SE]
     
     
     
     
     —-1999—-
     
219. “Security Modeling and Evaluation for the Mobile Code Paradigm,” H.W. Chan and M.R. Lyu, in Proceedings 1999 Asian Computing Science Conference (ASIAN 1999), Phuket, Thailand, December 1999, pp. 371-372.
     [Paper] [Presentation] [SE]
     
     
220. “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 1999), Takamatsu, Japan, December 1999, pp. 530-536.
     [Paper] [Presentation] [SE]
     
     
221. “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 1999), West Palm Beach, Florida, November 1999, pp. 62-72.
     [Paper] [SE]
     
     
222. “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 1999), Phoenix, Arizona, October 1999, pp. 468-473.
     [Paper] [SE]
     
     
223. “The Mobile Code Paradigm and Its Security Issues,” H.W. Chan and M.R. Lyu, Proceedings 1999 Asia Pacific Web Conference (APWEB 1999), 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] [SE]
     
     
224. “A Web-Based Customized Virtual Learning Environment,” K.P. Ma and M.R. Lyu, Proceedings 1999 Asia Pacific Web Conference (APWEB 1999), 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] [DS]
     
     
225. “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] [SE]
     
     
     
     
     —-1998—-
     
226. “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] [DS]
     
     
227. “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 1998) Industry Track, Paderborn, Germany, November 4-7, 1998, pp. 151-160.
     [Paper] [DS]
     
     
228. “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 1998),Paderborn, Germany, November 4-7, 1998, pp. 202-211.
     [Paper] [SE]
     
     
229. “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 1998), Paderborn, Germany, November 4-7, 1998, pp. 192-201. This paper receives the ISSRE'98 Best Paper Award.
     [Paper] [SE]
     
     
230. “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 1998),Paderborn, Germany, November 4-7, 1998, pp. 101-104.
     [Paper] [SE]
     
     
231. “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] [SE]
     
     
232. “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 1998), Napa, California, May 18-20, 1998, pp. 272-274.
     [Paper] [DS]
     
     
233. “A Phase-Based Approach to Integrate Reliable Software,” in Proceedings 1998 Quality Week, San Francisco, California, May 1998. [SE]
     
     
234. “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] [SE]
     
     
235. “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] [SE]
     
     
236. “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 1998),Dallas, Texas, March 1998, pp. 22-27.
     [Paper] [SE]
     
     
     
     
     —-1997—-
     
237. “Reliability Simulation for Fault-Tolerant Software and System,” S.S. Gokhale, M.R. Lyu, and K.S. Trivedi, in PRFTS 1997, Taipei, Taiwan, December 1997.
     [Paper] [SE]
     
     
238. “Optimization of Reliability Allocation and Testing Schedule for Software Systems,” M.R. Lyu, S. Rangarajan, and A.P.A. van Moorsel, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1997), Albuquerque, New Mexico, November 2-5, 1997, pp. 336-346.
     [Paper] [SE]
     
     
239. “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 1997),San Diego, California, October 1997, pp. 119-123.
     [Paper] [DS]
     
     
240. “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, pp. 45-52.
     [Paper] [SE]
     
     
241. “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] [DS]
     
     
242. “Effect of Repair Policies on Software Reliability,” S.S. Gokhale, P.N. Marinos, K.S. Trivedi, and M.R. Lyu, in Proceedings IEEE COMPASS 1997, Gaithersburg, Maryland, June 18-19, 1997, pp. 105-116.
     [Paper] [SE]
     
     
243. “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. [SE]
     
     
244. “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. [SE]
     
     
245. “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. [SE]
     
     
246. “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] [SE]
     
     
247. “Diversity in the Software Development Process,” V.Hilford, M.R. Lyu, B. Cukic, A. Jamoussi, and F.B. Bastani, in Proceedings IEEE WORDS 1997, Newport Beach, California, February 1997, pp. 129-136.
     [Paper] [SE]
     
     
     
     
     —-1996—-
     
248. “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.
     [DS]
     
     
249. “An Empirical Study of the Correlation between Code Coverage and Reliability Estimation,” M.Chen, M.R. Lyu, and E. Wong, Proceedings IEEE METRICS 1996, Berlin, Germany, March 1996, pp. 133-141.
     [Paper] [SE]
     
     
     
     
     —-1995—-
     
250. “Reliability of Safety-Critical Systems,” N.Schneidewind, F.Bastani, and M.R. Lyu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1995),Toulouse, France, October 1995, pp. 264-267.
     [SE]
     
     
251. “An Experiment in Determining Software Reliability Model Applicability,” A.P.Nikora and M.R. Lyu, Proceedings IEEE ISSRE 1995,Toulouse, France, October 1995, pp. 304-313.
     [Paper] [SE]
     
     
252. “Software Reliability Study in a Large-Scale Telecommunications Software System,” D. Carman, A. Dolinsky, M.R. Lyu, and J. Yu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1995),Toulouse, France, October 1995, pp. 350-359.
     [SE]
     
     
253. “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] [SE]
     
     
     
     
     —-1994—-
     
254. “A Generalized Software Reliability Process Simulation Technique and Tool,” R.Tausworthe and M.R. Lyu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1994), Monterey, California, November 6-9, 1994, pp. 264-273.
     [Paper] [SE]
     
     
255. “Software Reliability:To Use or Not To Use?” M.R. Lyu, F.Buckley, R.Tausworthe, T.Keller,and J. Musa, in Proceedings IEEE ISSRE 1994,Monterey, California, November 6-9, 1994, pp. 66-73.
     [Paper] [SE]
     
     
     
     
     —-1993—-
     
256. “System Reliability Analysis of an N-Version Programming Application,” J.B. Dugan and M.R. Lyu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1993), Denver, Colorado, November 3-6, 1993, pp. 103-111.
     [Paper] [SE]
     
     
257. “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 1993, Denver, Colorado, November 3-6, 1993, pp. 25-34.
     [Paper] [SE]
     
     
258. “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] [SE]
     
     
     
     
     —-1992—-
     
259. “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] [SE]
     
     
260. “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.
     [SE]
     
     
261. “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 1992), Research Triangle Park, North Carolina, October 8-10, 1992, pp. 303-311.
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262. “Software Reliability Measurements in N-Version Software Execution Environment,” M.R. Lyu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1992),Research Triangle Park, North Carolina, October 8-10, 1992, pp. 254-263.
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263. “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.
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264. “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.
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265. “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.
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266. “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.
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     —-1991—-
     
267. “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.
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268. “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, September 11-13, 1991, pp. 577-584.
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269. “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.
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270. “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.
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271. “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.
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272. “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.
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     —-1990—-
     
273. “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.
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274. “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.
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275. “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.
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276. “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.
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277. “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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