WORKSHOP SCHEDULE 8:30-9:00 Statistical-Algorithmic Method for Bicluster Analysis and its Application to Genome-wide Biological Data Roded Sharan University of California, Berkeley ------------------------------------------------------------------------- 9:05-9:20 Hierarchical Clustering of Gene Microarray Expression Data Feng Luo, Kun Tang and Latifur Khan Department of Computer Science University of Texas at Dallas ------------------------------------------------------------------------- 9:25-9:40 A Local Smoothing and Geodesic Distance Based Clustering Algorithm for High Dimensional Noisy Data; Utilizing Embedded Geometric Structures Xiaoming Huo, Georgia Institute of Technology ------------------------------------------------------------------------- 9:45-10:00 Breaking Down Dimensionality: An Effective Subspace Selection Method for High-Dimensional Clustering Diansheng Guo, Donna Peuquet, Mark Gahegan, Alan MacEachren Pennsylvania State University ------------------------------------------------------------------------- 10:30-11:00 Spectral Analysis of Microarray Data Yuval Kluger Yale University ------------------------------------------------------------------------- 11:05-11:20 A Wavelet-Based Anytime Algorithm for K-Means Clustering of Time Series Jessica Lin, Michail Vlachos, Eamonn Keogh, Dimitrios Gunopulos Computer Science & Engineering Department, University of California-Riverside ------------------------------------------------------------------------- 11:25-11:40 A Comparative Study of Generative Models for Document Clustering Shi Zhong and Joydeep Ghosh University of Texas, Austin ------------------------------------------------------------------------- 11:45-12:00 Clustering Large and Sparse Co-occurrence Data Inderjit S. Dhillon and Yuqiang Guan University of Texas, Austin ------------------------------------------------------------------------- 12:05-12:20 Optimization Approach to Generating Families of $k$--means Like Algorithms Jacob Kogan, UMBC; Marc Teboulle, Tel-Aviv University; Charles Nicholas, UMBC