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    » Finding nuggets in documents: A machine learning approach
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    ML
    2006
    ACM
    132views Machine Learning» more  ML 2006»
    A suffix tree approach to anti-spam email filtering
    13 years 10 months ago
    A suffix tree approach to anti-spam email filtering
    Download  www.dcs.bbk.ac.uk
    We present an approach to email filtering based on the suffix tree data structure. A method for the scoring of emails using the suffix tree is developed and a number of scoring and...
    Rajesh Pampapathi, Boris Mirkin, Mark Levene
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    KDD
    2003
    ACM
    127views Data Mining» more  KDD 2003»
    Experiments with random projections for machine learning
    14 years 10 months ago
    Experiments with random projections for machine learning
    Download  www.stat.rutgers.edu
    Dimensionality reduction via Random Projections has attracted considerable attention in recent years. The approach has interesting theoretical underpinnings and offers computation...
    Dmitriy Fradkin, David Madigan
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    ACL
    2008
    123views Computational Linguistics» more  ACL 2008»
    Learning Document-Level Semantic Properties from Free-Text Annotations
    13 years 11 months ago
    Learning Document-Level Semantic Properties from Free-Text Annotations
    Download  people.csail.mit.edu
    This paper demonstrates a new method for leveraging unstructured annotations to infer semantic document properties. We consider the domain of product reviews, which are often anno...
    S. R. K. Branavan, Harr Chen, Jacob Eisenstein, Re...
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    ACL
    2003
    98views Computational Linguistics» more  ACL 2003»
    Finding Non-local Dependencies: Beyond Pattern Matching
    13 years 11 months ago
    Finding Non-local Dependencies: Beyond Pattern Matching
    Download  acl.ldc.upenn.edu
    We describe an algorithm for recovering non-local dependencies in syntactic dependency structures. The patternmatching approach proposed by Johnson (2002) for a similar task for p...
    Valentin Jijkoun
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    ICALT
    2008
    IEEE
    135views Machine Learning» more  ICALT 2008»
    Interaction Analysis as a Multi-Support Approach of Social Computing for Learning, in the "Collaborative Era": Lessons Learned b
    14 years 4 months ago
    Interaction Analysis as a Multi-Support Approach of Social Computing for Learning, in the "Collaborative Era": Lessons Learned b
    Download  ltee.org
    Apparently computer technology is shifting its focus, with individual users not being the main target any more. The evolution of Web 2.0 technologies is promoting the development ...
    Tharrenos Bratitsis, Angelique Dimitracopoulou
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