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    DGO
    2006
    136views Education» more  DGO 2006»
    Automated classification of congressional legislation
    14 years 11 months ago
    Automated classification of congressional legislation
    Download  www.purpuras.net
    For social science researchers, content analysis and classification of United States Congressional legislative activities has been time consuming and costly. The Library of Congre...
    Stephen Purpura, Dustin Hillard
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    IJCAI
    2003
    176views Artificial Intelligence» more  IJCAI 2003»
    Bayesian Information Extraction Network
    14 years 11 months ago
    Bayesian Information Extraction Network
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    Dynamic Bayesian networks (DBNs) offer an elegant way to integrate various aspects of language in one model. Many existing algorithms developed for learning and inference in DBNs ...
    Leonid Peshkin, Avi Pfeffer
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    NIPS
    2003
    169views Information Technology» more  NIPS 2003»
    A Classification-based Cocktail-party Processor
    14 years 11 months ago
    A Classification-based Cocktail-party Processor
    Download  www.cse.ohio-state.edu
    At a cocktail party, a listener can selectively attend to a single voice and filter out other acoustical interferences. How to simulate this perceptual ability remains a great cha...
    Nicoleta Roman, DeLiang L. Wang, Guy J. Brown
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    SDM
    2003
    SIAM
    184views Data Mining» more  SDM 2003»
    Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data
    14 years 11 months ago
    Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data
    Download  www-users.cs.umn.edu
    The problem of finding clusters in data is challenging when clusters are of widely differing sizes, densities and shapes, and when the data contains large amounts of noise and out...
    Levent Ertöz, Michael Steinbach, Vipin Kumar
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    UAI
    2003
    172views Artificial Intelligence» more  UAI 2003»
    On the Convergence of Bound Optimization Algorithms
    14 years 11 months ago
    On the Convergence of Bound Optimization Algorithms
    Download  cs.nyu.edu
    Many practitioners who use EM and related algorithms complain that they are sometimes slow. When does this happen, and what can be done about it? In this paper, we study the gener...
    Ruslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahra...
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