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    NIPS
    2007
    232views Information Technology» more  NIPS 2007»
    The Tradeoffs of Large Scale Learning
    13 years 9 months ago
    The Tradeoffs of Large Scale Learning
    Download  books.nips.cc
    This contribution develops a theoretical framework that takes into account the effect of approximate optimization on learning algorithms. The analysis shows distinct tradeoffs for...
    Léon Bottou, Olivier Bousquet
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    AAAI
    2006
    136views Intelligent Agents» more  AAAI 2006»
    On Multi-Class Cost-Sensitive Learning
    13 years 9 months ago
    On Multi-Class Cost-Sensitive Learning
    Download  cs.nju.edu.cn
    Rescaling is possibly the most popular approach to cost-sensitive learning. This approach works by rescaling the classes according to their costs, and it can be realized in differ...
    Zhi-Hua Zhou, Xu-Ying Liu
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    DMIN
    2006
    124views Data Mining» more  DMIN 2006»
    Use of Multivariate Data Analysis for Lumber Drying Process Monitoring and Fault Detection
    13 years 9 months ago
    Use of Multivariate Data Analysis for Lumber Drying Process Monitoring and Fault Detection
    Download  ww1.ucmss.com
    Process monitoring refers to the task of detecting abnormal process operations resulting from the shift in the mean and/or the variance of one or more process variables. To success...
    Mouloud Amazouz, Radu Pantea
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    ACL
    2003
    134views Computational Linguistics» more  ACL 2003»
    Generalized Algorithms for Constructing Statistical Language Models
    13 years 9 months ago
    Generalized Algorithms for Constructing Statistical Language Models
    Download  cs.nyu.edu
    Recent text and speech processing applications such as speech mining raise new and more general problems related to the construction of language models. We present and describe in...
    Cyril Allauzen, Mehryar Mohri, Brian Roark
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    AIPS
    2003
    179views Artificial Intelligence» more  AIPS 2003»
    A Multi-Agent System-driven AI Planning Approach to Biological Pathway Discovery
    13 years 9 months ago
    A Multi-Agent System-driven AI Planning Approach to Biological Pathway Discovery
    Download  www.aaai.org
    As genomic and proteomic data is collected from highthroughput methods on a daily basis, subcellular components are identified and their in vitro behavior is characterized. Howev...
    Salim Khan, William Gillis, Carl Schmidt, Keith De...
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