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    SDM
    2008
    SIAM
    139views Data Mining» more  SDM 2008»
    Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications
    15 years 8 months ago
    Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications
    Download  www.comp.nus.edu.sg
    The rigid all-versus-all adjacency required by a maximal biclique for its two vertex sets is extremely vulnerable to missing data. In the past, several types of quasi-bicliques ha...
    Jinyan Li, Kelvin Sim, Guimei Liu, Limsoon Wong
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    SDM
    2008
    SIAM
    135views Data Mining» more  SDM 2008»
    Preemptive Measures against Malicious Party in Privacy-Preserving Data Mining
    15 years 8 months ago
    Preemptive Measures against Malicious Party in Privacy-Preserving Data Mining
    Download  siam.org
    Currently, many privacy-preserving data mining (PPDM) algorithms assume the semi-honest model and/or malicious model of multi-party interaction. However, both models are far from ...
    Shuguo Han, Wee Keong Ng
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    SDM
    2008
    SIAM
    140views Data Mining» more  SDM 2008»
    Creating a Cluster Hierarchy under Constraints of a Partially Known Hierarchy
    15 years 8 months ago
    Creating a Cluster Hierarchy under Constraints of a Partially Known Hierarchy
    Download  wwwiti.cs.uni-magdeburg.de
    Although clustering under constraints is a current research topic, a hierarchical setting, in which a hierarchy of clusters is the goal, is usually not considered. This paper trie...
    Korinna Bade, Andreas Nürnberger
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    SDM
    2008
    SIAM
    118views Data Mining» more  SDM 2008»
    Massive-Scale Kernel Discriminant Analysis: Mining for Quasars
    15 years 8 months ago
    Massive-Scale Kernel Discriminant Analysis: Mining for Quasars
    Download  www.cc.gatech.edu
    We describe a fast algorithm for kernel discriminant analysis, empirically demonstrating asymptotic speed-up over the previous best approach. We achieve this with a new pattern of...
    Ryan Riegel, Alexander Gray, Gordon Richards
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    SDM
    2008
    SIAM
    119views Data Mining» more  SDM 2008»
    An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks
    15 years 8 months ago
    An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks
    Download  www.cs.umbc.edu
    This paper offers a local distributed algorithm for multivariate regression in large peer-to-peer environments. The algorithm is designed for distributed inferencing, data compact...
    Kanishka Bhaduri, Hillol Kargupta
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