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    GECCO
    2007
    Springer
    138views Optimization» more  GECCO 2007»
    Bayesian estimation of rule accuracy in UCS
    14 years 2 months ago
    Bayesian estimation of rule accuracy in UCS
    Download  www.psychologie.uni-wuerzburg.de
    Learning Classifier Systems differ from many other classification techniques, in that new rules are constantly discovered and evaluated. This feature of LCS gives rise to an im...
    James A. R. Marshall, Gavin Brown, Tim Kovacs
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    ICWSM
    2008
    144views Internet Technology» more  ICWSM 2008»
    Collecting and Analyzing Japanese Splogs based on Characteristics of Keywords
    13 years 9 months ago
    Collecting and Analyzing Japanese Splogs based on Characteristics of Keywords
    Download  nlp.iit.tsukuba.ac.jp
    This paper focuses on analyzing (Japanese) splogs based on various characteristics of keywords contained in them. We estimate the behavior of spammers when creating splogs from ot...
    Yuuki Sato, Takehito Utsuro, Tomohiro Fukuhara, Ya...
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    NIPS
    2001
    142views Information Technology» more  NIPS 2001»
    On the Generalization Ability of On-Line Learning Algorithms
    13 years 9 months ago
    On the Generalization Ability of On-Line Learning Algorithms
    Download  homes.dsi.unimi.it
    In this paper, it is shown how to extract a hypothesis with small risk from the ensemble of hypotheses generated by an arbitrary on-line learning algorithm run on an independent an...
    Nicolò Cesa-Bianchi, Alex Conconi, Claudio ...
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    ENGL
    2007
    180views more  ENGL 2007»
    Biological Data Mining for Genomic Clustering Using Unsupervised Neural Learning
    13 years 8 months ago
    Biological Data Mining for Genomic Clustering Using Unsupervised Neural Learning
    Download  www.engineeringletters.com
    — The paper aims at designing a scheme for automatic identification of a species from its genome sequence. A set of 64 three-tuple keywords is first generated using the four type...
    Shreyas Sen, Seetharam Narasimhan, Amit Konar
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    FLAIRS
    2009
    101views Artificial Intelligence» more  FLAIRS 2009»
    Training to a Neural Net's Inherent Bias
    13 years 5 months ago
    Training to a Neural Net's Inherent Bias
    Download  robust.cs.utep.edu
    A neural net with multiple output nodes is capable of distinguishing among a set of related input classes even in the absence of training. It can do so with an accuracy that is ma...
    Steven Gutstein, Olac Fuentes, Eric Freudenthal
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