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    ICMLA
    2004
    83views Machine Learning» more  ICMLA 2004»
    Satisficing Q-learning: efficient learning in problems with dichotomous attributes
    14 years 1 months ago
    Satisficing Q-learning: efficient learning in problems with dichotomous attributes
    Download  faculty.cs.byu.edu
    In some environments, a learning agent must learn to balance competing objectives. For example, a Q-learner agent may need to learn which choices expose the agent to risk and whic...
    Michael A. Goodrich, Morgan Quigley
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    ICMLA
    2004
    100views Machine Learning» more  ICMLA 2004»
    A new landmarker generation algorithm based on correlativity
    14 years 1 months ago
    A new landmarker generation algorithm based on correlativity
    Download  www.cs.usyd.edu.au
    Landmarking is a recent and promising metalearning strategy, which defines meta-features that are themselves efficient learning algorithms. However, the choice of landmarkers is m...
    Daren Ler, Irena Koprinska, Sanjay Chawla
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    ICMLA
    2004
    96views Machine Learning» more  ICMLA 2004»
    RAIN: data clustering using randomized interactions between data points
    14 years 1 months ago
    RAIN: data clustering using randomized interactions between data points
    Download  dis.unal.edu.co
    Abstract-- This paper introduces a generalization of the Gravitational Clustering Algorithm proposed by Gomez et all in [1]. First, it is extended in such a way that not only the G...
    Jonatan Gómez, Olfa Nasraoui, Elizabeth Leo...
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    ICMLA
    2004
    89views Machine Learning» more  ICMLA 2004»
    Mining interesting contrast rules for a web-based educational system
    14 years 1 months ago
    Mining interesting contrast rules for a web-based educational system
    Download  www.lon-capa.org
    Web-based educational technologies allow educators to study how students learn (descriptive studies) and which learning strategies are most effective (causal/predictive studies). ...
    Behrouz Minaei-Bidgoli, Pang-Ning Tan, William F. ...
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    ICMLA
    2004
    129views Machine Learning» more  ICMLA 2004»
    Income prediction via support vector machine
    14 years 1 months ago
    Income prediction via support vector machine
    Download  www.cis.ysu.edu
    Alina Lazar
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    ICMLA
    2004
    88views Machine Learning» more  ICMLA 2004»
    Reducing complexity of rule based models via meta mining
    14 years 1 months ago
    Reducing complexity of rule based models via meta mining
    Download  biomine.ece.ualberta.ca
    Complexity, or in other words compactness, of models generated by rule learners is one of often neglected issues, although it has a profound effect on the success of any project t...
    Lukasz A. Kurgan
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