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    LREC
    2008
    104views Education» more  LREC 2008»
    Definition Extraction Using a Sequential Combination of Baseline Grammars and Machine Learning Classifiers
    14 years 13 days ago
    Definition Extraction Using a Sequential Combination of Baseline Grammars and Machine Learning Classifiers
    Download  www.lrec-conf.org
    The paper deals with the task of definition extraction from a small and noisy corpus of instructive texts. Three approaches are presented: Partial Parsing, Machine Learning and a ...
    Lukasz Degórski, Michal Marcinczuk, Adam Pr...
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    TIP
    2008
    169views more  TIP 2008»
    Weakly Supervised Learning of a Classifier for Unusual Event Detection
    13 years 11 months ago
    Weakly Supervised Learning of a Classifier for Unusual Event Detection
    Download  hci.iwr.uni-heidelberg.de
    In this paper, we present an automatic classification framework combining appearance based features and Hidden Markov Models (HMM) to detect unusual events in image sequences. One...
    Mark Jager, Christian Knoll, Fred A. Hamprecht
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    KDD
    2010
    ACM
    272views Data Mining» more  KDD 2010»
    Beyond heuristics: learning to classify vulnerabilities and predict exploits
    14 years 2 months ago
    Beyond heuristics: learning to classify vulnerabilities and predict exploits
    Download  cseweb.ucsd.edu
    The security demands on modern system administration are enormous and getting worse. Chief among these demands, administrators must monitor the continual ongoing disclosure of sof...
    Mehran Bozorgi, Lawrence K. Saul, Stefan Savage, G...
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    ISCI
    2007
    130views more  ISCI 2007»
    Learning to classify e-mail
    13 years 11 months ago
    Learning to classify e-mail
    Download  www.iro.umontreal.ca
    In this paper we study supervised and semi-supervised classification of e-mails. We consider two tasks: filing e-mails into folders and spam e-mail filtering. Firstly, in a sup...
    Irena Koprinska, Josiah Poon, James Clark, Jason C...
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    KDD
    2009
    ACM
    174views Data Mining» more  KDD 2009»
    Learning from data with uncertain labels by boosting credal classifiers
    14 years 5 months ago
    Learning from data with uncertain labels by boosting credal classifiers
    Download  www.hds.utc.fr
    Benjamin Quost, Thierry Denoeux
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