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    SDM
    2007
    SIAM
    176views Data Mining» more  SDM 2007»
    Adaptive Concept Learning through Clustering and Aggregation of Relational Data
    13 years 9 months ago
    Adaptive Concept Learning through Clustering and Aggregation of Relational Data
    Download  siam.org
    We introduce a new approach for Clustering and Aggregating Relational Data (CARD). We assume that data is available in a relational form, where we only have information about the ...
    Hichem Frigui, Cheul Hwang
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    ACSW
    2004
    137views Security Privacy» more  ACSW 2004»
    Learning Dynamics of Pesticide Abuse through Data Mining
    13 years 9 months ago
    Learning Dynamics of Pesticide Abuse through Data Mining
    Download  www.nu.edu.pk
    Recent studies by agriculture researchers in Pakistan have shown that attempts of crop yield maximization through pro-pesticide state policies have led to a dangerously high pesti...
    Ahsan Abdullah, Stephen Brobst, Ijaz Pervaiz
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    LREC
    2008
    253views Education» more  LREC 2008»
    Learning properties of Noun Phrases: from data to functions
    13 years 9 months ago
    Learning properties of Noun Phrases: from data to functions
    Download  www.lrec-conf.org
    The paper presents two experiments of unsupervised classification of Italian noun phrases. The goal of the experiments is to identify the most prominent contextual properties that...
    Valeria Quochi, Basilio Calderone
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    AAAI
    2012
    170views Intelligent Agents» more  AAAI 2012»
    Supervised Probabilistic Robust Embedding with Sparse Noise
    11 years 10 months ago
    Supervised Probabilistic Robust Embedding with Sparse Noise
    Download  www.cs.cmu.edu
    Many noise models do not faithfully reflect the noise processes introduced during data collection in many real-world applications. In particular, we argue that a type of noise re...
    Yu Zhang, Dit-Yan Yeung, Eric P. Xing
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    NIPS
    2001
    123views Information Technology» more  NIPS 2001»
    Quantizing Density Estimators
    13 years 9 months ago
    Quantizing Density Estimators
    Download  books.nips.cc
    We suggest a nonparametric framework for unsupervised learning of projection models in terms of density estimation on quantized sample spaces. The objective is not to optimally re...
    Peter Meinicke, Helge Ritter
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