Tao Li, Sheng Ma and Mitsunori Ogihara. Wavelet Methods in Data Mining. In Data Mining and Knowledge Discovery Handbook: A Complete Guide for Practitioners and Researchers , Kluwer Academic Publishers, to appear.
Jieping Ye, Tao Li, Tao Xiong, and Ravi Janardan. Using Uncorrelated Discriminant Analysis for Tissue Classification with Gene Expression Data. IEEE/ACM Transactions on Computational Biology and Bioinformatics. To appear as a regular paper, 2005.
Tao Li, Chengliang Zhang and Mitsunori Ogihara. A Comparative Study of Feature Selection and Multiclass Classification Methods for Tissue Classification Based on Gene Expression, Bioinformatics, 20(15):2429-37, 2004.
Tao Li and Mitsunori Ogihara. Semi-supervised Learning from Different Information Sources , Knowledge and Information Systems Journal, In Press.
Tao Li, Qi Li, Shenghuo Zhu and Mitsunori Ogihara. A Survey on Wavelet Applications in Data Mining , SIGKDD Explorations, Volume 4, Issue 2, Pages 49-68. January 2003.
Tao Li, Mitsunori Ogihara and Shenghuo Zhu. Association-Based Similarity Testing and Its Applications. Intelligent Data Analysis Journal, 7(3), 2003, Pages.209-232. gzip'ed ps
Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Algorithms for Clustering High Dimensional and Distributed Data. Intelligent Data Analysis Journal, 7(4),2003, Pages.305-326.
Tao Li and Shenghuo Zhu, On Clustering Binary Data. In Proceedings of the 2005 SIAM International Conference On Data Mining (SDM 2005). To appear.
Tao Li and Shenghuo Zhu, Hierarchical Document Classification Using Automatically Generated Hierarchy. In Proceedings of the 2005 SIAM International Conference On Data Mining (SDM 2005). To appear.
Tao Li and Mitsunori Ogihara . Music Genre Classification with Taxonomy. In Proceedings of The 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005), To Appear.
Tao Li, Mitsunori Ogihara and Sheng Ma. On Combining Multiple Clusterings. In Proceedings of The Thirteenth Conference on Information and Knowledge Management (CIKM 2004), To Appear.
Tao Li and Mitsunori Ogihara . Semi-supervised Learning for Music Artist Style Identification. In Proceedings of The Thirteenth Conference on Information and Knowledge Management (CIKM 2004), To Appear.
Tao Li and Sheng Ma. Mining Temporal Patterns Without Pre-defined Time Windows. In Proceedings of The Fourth International Conference on Data Mining (ICDM 2004), To Appear.
Tao Li, Sheng Ma and Mitsunori Ogihara. Document Clustering via Adaptive Subspace Iteration. In Proceedings of The Twenty-Seventh Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2004), pages 218-225.
Tao Li, Sheng Ma and Mitsunori Ogihara. Entropy-Based Criterion in Categorical Clustering. In Proceedings of The 2004 IEEE International Conference on Machine Learning (ICML 2004), pages 536-543.
Tao Li and Mitsunori Ogihara. Content-Based Music Similarity Search and Emotion Detection. In Proceedings of The 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), pages V705-V708.
Tao Li and Sheng Ma . IFD: Iterative Feature and Data Clustering. In Proceedings of The 2004 SIAM International Conference on Data Mining (SDM 2004).
Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Using Discriminant Analysis for Multi-class Classification. In Proceedings of The Third IEEE International Conference on Data Mining (ICDM 2003), pages 589-592.
Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Efficient Multi-way Text Categorization via Generalized Discriminant Analysis. In Proceedings of The Twelfth International Conference on Information and Knowledge Management (CIKM 2003), Pages 317-324.
Tao Li, Mitsunori Ogihara and Qi Li. A Comparative Study on Content-Based Music Genre Classification. In Proceedings of Annual ACM Conference on Research and Development in Information Retrieval (SIGIR 2003), Pages 282-289.
Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Topic Hierarchy Generation via Linear Discriminant Projection. In Proceedings of Annual ACM Conference on Research and Development in Information Retrieval (SIGIR 2003), Pages 421-422.
Tao Li and Mitsunori Ogihara. Detecting Emotion in Music. In Proceedings of The Fourth International Conference on Music Information Retrieval (ISMIR 2003), Pages 239-240.
Tao Li and George Tzanetakis. Factors in Automatic Musical Genre Classification of Audio Signals. In Proceedings of 2003 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA'03), pages 143-146. Here is the summary info on paper submission
Tao Li, Shenghuo Zhu and Mitsunori Ogihara. A New Distributed Data Mining Model Based on Similarity. In Proceedings of The 18th Annual ACM Symposium on Applied Computing (SAC'03)-Data Mining Track, pages 432-436, March 2003, Melbourne, Florida, USA. PDF
Tao Li, Shenghuo Zhu, Qi Li and Mitsunori Ogihara. Gene Functional Classification by Semi-supervised Learning from heterogeneous data. In Proceedings of The 18th Annual ACM Symposium on Applied Computing (SAC'03)-Bioinformatics Track, pages 78-82, March 2003, Melbourne, Florida, USA. PDF
Qi Li, Tao Li, Shenghuo Zhu. Improving Medical/Biological Data Classification Performance by Wavelet Preprocessing. In Proceedings of The 2002 International Conference on Data Mining (ICDM'02), Pages 657-660, December 2002.gzip'ed ps
Tao Li, Shenghuo Zhu, Mitsunori Ogihara. Estimating Joint Probabilities from Marginal Ones. In Proceedings of 4th International Conference on Data Warehousing and Knowledge Discovery (Dawak 2002), pages 31-41, LNCS 2454. Aix-en-Provence, France, September, 2002 gzip'ed ps, Slides PDF
Shenghuo Zhu, Tao Li, and Mitsunori Ogihara. CoFD: An Algorithm for Non-distance Based Clustering in High Dimensional Spaces. In Proceedings of 4th International Conference on Data Warehousing and Knowledge Discovery (Dawak 2002), pages 52-62, LNCS 2454. Aix-en-Provence, France, September,2002 gzip'ed ps
Shenghuo Zhu and Tao Li. A Non-distance Based Clustering Algorithm. (Oral Presentation) In Proceedings of The 2002 International Joint Conference on Neural Networks (IJCNN'02), May, 2002. PDF, Slides PDF
Tao Li and Shenghuo Zhu. On Mining Program Trace. Contributed Abstracts for IPAM Short Program on Mathematical Challenges in Scientific Data Mining, January 14-18, 2002, UCLA, California. gzip'ed ps
Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Mining Patterns from Case Base Analysis. in ICDM'01 Workshop on Integrating Data Mining and Knowledge Management, 2001. gzip'ed ps and gzip'ed Powerpoint slides
Qi Li, Tao Li, Shenghuo Zhu and Chandra Kambhamettu. How well can wavelet denoising improve the accuracy of computing fundamental matrices? In Proceedings of IEEE Workshop on Motion and Video Computing, pages 247-252, Dec. 2002, Orlando, FL USA. PDF
Qi Li, Chris Brown, Chandra Kambhamettu, Tao Li, Shenghuo Zhu. A Framework of Individually-Focused Teleconferencing (IFT) via an Efficient 3D Reprojection Technique. In Proceedings of The 18th Annual ACM Symposium on Applied Computing(SAC'03)-Multimedia and Visualization Track (MMV) Track, pages 951-955, March 2003, Melbourne, Florida, USA. PDF
Tao Li and Chen Ding. Instruction Balance and its Relation to Program Energy Consumption. In Proceedings of The 14th International Workshop on Languages and Compilers for Parallel Computing of (LCPC'01), Cumberland Falls, Kentucky, August 2001. pages 71-85, LNCS 2624. gzip'ed ps and gzip'ed Powerpoint slides.
Xianghui Liu, Nophill Park and Tao Li. Exploiting Both Spatial And Temporal Locality In Page Replacement Algorithm. In Proceedings of The 2nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing. (An extended version also appears in International Journal of Computer & Information Science (IJCIS) Volume 3, Number 1, 2002).