Sugato Basu

Google Publications


    User browsing models: relevance versus examination

    Ramakrishnan Srikant, Sugato Basu, Ni Wang, Daryl Pregibon

    Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, ACM, Washington, DC (2010), pp. 223-232


    PLANET: Massively Parallel Learning of Tree Ensembles with MapReduce

    Biswanath Panda, Joshua S. Herbach, Sugato Basu, Roberto J. Bayardo

    Proceedings of the 35th International Conference on Very Large Data Bases (VLDB-2009)


    Predicting Bounce Rates in Sponsored Search Advertisements

    D. Sculley, Robert Malkin, Sugato Basu, Roberto J. Bayardo

    Proc. of the 15th International ACM-SIGKDD Conference on Knowledge Discovery and Data Mining, ACM (2009), pp. 1325-1334


    A Social Query Model for Decentralized Search

    Arindam Banerjee, Sugato Basu

    Second ACM Workshop on Social Network Mining and Analysis at the KDD Conference (SNAKDD-08) (2008)


    Constrained Clustering: Advances in Algorithms, Theory, and Applications

    Sugato Basu, Ian Davidson, Kiri Wagstaff

    CRC Press (2008)

Previous Publications


    iLink: Search and Routing in Social Networks

    Jeffrey Davitz, Jiye Yu, Sugato Basu, David Gutelius, Alexandra Harris

    Proc. 13th KDD, ACM, San Jose (2007), pp. 931-940


    Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping

    Mikhail Bilenko, Sugato Basu, Mehran Sahami

    Proceedings of the 5th IEEE International Conference on Data Mining (2005), pp. 58-65


    Model-based overlapping clustering

    Arindam Banerjee, Chase Krumpelman, Joydeep Ghosh, Sugato Basu, Raymond J. Mooney

    KDD (2005)


    Semi-supervised graph clustering: a kernel approach

    Brian Kulis, Sugato Basu, Inderjit S. Dhillon, Raymond J. Mooney

    ICML (2005), pp. 457-464


    A probabilistic framework for semi-supervised clustering

    Sugato Basu, Mikhail Bilenko, Raymond J. Mooney

    KDD (2004)


    Active Semi-Supervision for Pairwise Constrained Clustering

    Sugato Basu, Arindam Banerjee, Raymond J. Mooney

    SDM (2004)


    Integrating constraints and metric learning in semi-supervised clustering

    Mikhail Bilenko, Sugato Basu, Raymond J. Mooney

    ICML (2004)


    Semi-supervised Clustering by Seeding

    Sugato Basu, Arindam Banerjee, Raymond J. Mooney

    ICML (2002)


    Evaluating the novelty of text-mined rules using lexical knowledge

    Sugato Basu, Raymond J. Mooney, Krupakar V. Pasupuleti, Joydeep Ghosh

    KDD (2001), pp. 233-238