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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
    13 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
    13 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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    AAAI
    1990
    97views Intelligent Agents» more  AAAI 1990»
    The Design of a Marker Passing Architecture for Knowledge Processing
    13 years 10 months ago
    The Design of a Marker Passing Architecture for Knowledge Processing
    Download  www.aaai.org
    Knowledge processing is very demanding on computer architectures. Knowledge processing generates subcomputation paths at an exponential rate. It is memory intensive and has high c...
    Wing Lee, Dan I. Moldovan
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    GECCO
    2008
    Springer
    141views Optimization» more  GECCO 2008»
    Managing team-based problem solving with symbiotic bid-based genetic programming
    13 years 10 months ago
    Managing team-based problem solving with symbiotic bid-based genetic programming
    Download  www.cs.bham.ac.uk
    Bid-based Genetic Programming (GP) provides an elegant mechanism for facilitating cooperative problem decomposition without an a priori specification of the number of team member...
    Peter Lichodzijewski, Malcolm I. Heywood
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    MM
    2010
    ACM
    169views Multimedia» more  MM 2010»
    CO3 for ultra-fast and accurate interactive segmentation
    13 years 9 months ago
    CO3 for ultra-fast and accurate interactive segmentation
    Download  www.stat.ucla.edu
    This paper presents an interactive image segmentation framework which is ultra-fast and accurate. Our framework, termed "CO3", consists of three components: COupled repr...
    Yibiao Zhao, Song Chun Zhu, Siwei Luo
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