PUBLICATIONS:

  1. L. Wang, M. Rege, M. Dong, and Y. Ding, "Low-rank Kernel Matrix Factorization for Large Scale Evolutionary Clustering", in IEEE Transactions on Knowledge and Data Engineering (TKDE), (to appear).

  2. N. Green, M. Rege, X. Liu, and R. Bailey, “Evolutionary Spectral Co-Clustering”, in proceedings of International Joint Conference on Neural Networks (IJCNN), 2011.

  3. A. Salunke, M. Nguyen, X. Liu, and M. Rege, "Web Service Discovery using Semi-supervised Block Value Decomposition", in proceedings of IEEE International Conference on Information Reuse and Integration (IRI), 2011.

  4. A. Knight, Q. Yu, and M. Rege, "Efficient Range Query Processing on Uncertain Data", in proceedings of IEEE International Conference on Information Reuse and Integration (IRI), 2011.

  5. J. Arita, J. Feliz, D. Rodriguez, H. P. Bischof, M. Rege, and R. Bailey, “Creating audience specific galactic simulations using eye-tracking technology”, in proceedings of International Conference on Information Visualization Theory and Applications (IVAPP), Algarve, Portugal, March 5-7, 2011.

  6. R. Agrawal, Z. Maniar, S. Shah, and M. Rege, “Analyzing Performance of Temporal Data Mining Algorithms”, in proceedings of IEEE International Conference on Data Engineering and Internet Technology (DEIT), 2011.

  7. X. Liu, C. Liu, M. Rege, and A. Bouguettaya, "Semantic Support for Adaptive Long Term Composed Services", in proceedings of IEEE International Conference on Web Services (ICWS), 2010 (acceptance rate: 17%).

  8. Q. Yu and M. Rege, "On Service Community Learning: A Co-Clustering Approach", in proceedings of IEEE International Conference on Web Services (ICWS), 2010 (acceptance rate: 17%).

  9. Q. Yu, M. Rege, A. Bouguettaya, B. Medjahed and M. Ouzzani, "A Two-phase Framework for Quality-aware Web Service Selection", Service Oriented Computing and Applications Journal (SOCA), Springer, 2010.

  10. M. Rege, R. Bailey, and X. Liu, “Inferring Semantics with Object Feedback”, in proceedings of International Conference on Data Mining and Intelligent Information Technology Applications (ICMIA), 2010.

  11. N. Green, M. Rege, and J. Noel-Storr, “Mining Family Learning Data: NASA Family Science Night Experiment”, in proceedings of International Conference on Education and New Learning Technologies (EDULEARN), 2010.

  12. M. Rege and R. Agrawal, “A Bayesian Framework for Feedback in region based Image Retrieval”, in proceedings of International Conference on Advanced Topics in Artificial Intelligence (ATAI), 2010.

  13. A. Donavalli, M. Rege, X. Liu, and K. Jafari-Khouzani, “Low-rank Matrix Factorization and Co-clustering Algorithms for Analyzing Large Data Sets”, in proceedings of Workshop on Data Mining with Graphs and Matrices (WDGM’10), in conjunction with International Conference on Data Engineering and Management (ICDEM), Lecture Notes Computer Science, volume 6411, 2010.

  14. B. Desai, P. Andhale, M. Rege, and Q. Yu, “Biclustering and Feature Selection Techniques in Bioinformatics”, in proceedings of Workshop on Data Mining with Graphs and Matrices (WDGM’10), in conjunction with International Conference on Data Engineering and Management (ICDEM), Lecture Notes Computer Science, volume 6411, 2010.

  15. Q. Yu and M. Rege, “A Relational Approach for Efficient Service Selection”, in proceedings of IEEE International Conference on Web Services (ICWS), 2009 (acceptance rate: 18%).

  16. M. Rege and M. Dong, “A Graph Theoretic approach to Heterogeneous Data Clustering: New Research Directions and Some Results,” VDM Verlag, 2009, ISBN: 978-3-639-11658-8.

  17. M. Rege and Q. Yu, “Efficient Mining of Heterogeneous Star-structured Data”, in International Journal of Software and Informatics, special issue on Data Mining, Institute of Software of the Chinese Academy of Sciences, Science Press, Vol. 2, No. 2, pages 141-161, 2008.

  18. Y. Chen, M. Rege, M. Dong and J. Hua, “Non-negative Matrix Factorization for Semi-supervised Data Clustering”, Knowledge and Information Systems Journal (KAIS), Vol. 17, No. 3, 2008 (invited as the best paper of ICDM ‘07).

  19. M. Rege, M. Dong and F. Fotouhi, “Bipartite Isoperimetric Graph Partitioning for Data Co-clustering”, Data Mining and Knowledge Discovery Journal (DMKD), Vol. 16, No. 3, 2008.

  20. M. Rege, M. Dong and J. Hua, “Graph Theoretical Framework for Simultaneously Integrating Visual and Textual Features for Efficient Web Image Clustering”, in proceedings of 17th International Conference on World Wide Web (WWW), 2008 (acceptance rate: 10.9%).

  21. M. Rege, M. Dong and F. Fotouhi, “Building a User-Centered Semantic Hierarchy in Image Databases”, ACM Multimedia Systems Journal, Vol. 12, No. 4-5, pages 325-338, 2007.

  22. M. Rege, M. Dong and F. Fotouhi, "Enhancing e-Business on the Semantic Web through Automatic Multimedia Representation", Semantic Web Technologies and E-Business, A. F. Salam and J. R. Stevens (Eds.), pages 154-168, Idea Group Publishing, 2007.

  23. Y. Chen, M. Rege, M. Dong and J. Hua, “Incorporating User provided Constraints into Document Clustering”, in proceedings of IEEE International Conference on Data Mining (ICDM), 2007 (regular paper, acceptance rate: 7.2%).

  24. M. Rege, M. Dong and J. Hua, “Clustering Web Images with Multi-modal features”, in proceedings of ACM International Conference on Multimedia (ACM MM), 2007 (acceptance rate: 24%).

  25. Y. Chen, M. Rege, M. Dong and F. Fotouhi, “Deriving Semantics for Image Clustering from Accumulated User Feedbacks”, in proceedings of ACM International Conference on Multimedia (ACM MM), 2007 (acceptance rate: 24%).

  26. Y. Chen, M. Dong and M. Rege, “Gene Expression Clustering: a Novel Graph Partitioning Approach”, in proceedings of International Joint Conference on Neural Networks (IJCNN), 2007.

  27. M. Rege, M. Dong and F. Fotouhi, “Co-clustering documents and words using Bipartite Isoperimetric Graph Partitioning”, in proceedings of IEEE International Conference on Data Mining (ICDM), 2006 (regular paper, acceptance rate: 9.4%).

  28. M. Rege, M. Dong and F. Fotouhi, “Co-clustering image features and semantic concepts”, in proceedings of IEEE International Conference on Image Processing (ICIP), 2006.

  29. M. Rege, M. Dong and F. Fotouhi, “Finding a semantic structure interactively in image databases”, in proceedings of IEEE International Conference on Multimedia and Expo (ICME), 2006.

  30. M. Rege, M. Dong and F. Fotouhi, “XML Path based Relevance Model for Automatic Image Annotation”, in proceedings of IEEE International Conference on Multimedia and Expo (ICME), 2005.

  31. M. Rege, M. Dong, F. Fotouhi, M. R. Siadat and L. Zamorano, "Using MPEG-7 to build a Human Brain Image Database for Image-guided Neurosurgery", in proceedings of SPIE International Symposium on Medical Imaging, 2005.

  32. M. Rege, I. Caraconcea, S. Lu and F. Fotouhi, "Querying XML Documents from a Relational Database in the Presence of DTDs", in proceedings of the International Conference on Distributed Computing and Internet Technology, 2004 (acceptance rate: 25%).