Application of clustering

• Support Cluster Machine. In ICML 2007.

• CollabSum: Exploiting Multiple Document Clustering for Collaborative Single Document Summarizations. In SIGIR2007.

• Scalable Collaborative Filtering for Cluster-based Smoothing, In SIGIR 2005.
• Blockwise Supervised Inference on Large Graphs. In ICML 2005 Workshop
• Cluster-Based Retrieval Using Language Models, SIGIR 2004.
• Corpus Structure, Language Models, and Ad Hoc Information Retrieval, In SIGIR 2004.
• Classifying large data sets using SVMs with hierarchical clusters. Proc. of the ACM SIGKDD 2003.

• Exploiting the Block Structure of the Web for Computing PageRank, WWW 2003.