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    ICMLA
    2008
    107views Machine Learning» more  ICMLA 2008»
    Detection of Sequential Outliers Using a Variable Length Markov Model
    13 years 9 months ago
    Detection of Sequential Outliers Using a Variable Length Markov Model
    Download  www.lirmm.fr
    Mining for outliers in sequential databases is crucial to forward appropriate analysis of data. Therefore, many approaches for the discovery of such anomalies have been proposed. ...
    Cécile Low-Kam, Anne Laurent, Maguelonne Te...
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    GEM
    2008
    142views Artificial Intelligence» more  GEM 2008»
    Evaluating a Parallel Evolutionary Algorithm on the Chess Endgame Problem
    13 years 9 months ago
    Evaluating a Parallel Evolutionary Algorithm on the Chess Endgame Problem
    Download  www.westmont.edu
    Classifying the endgame positions in Chess can be challenging for humans and is known to be a difficult task in machine learning. An evolutionary algorithm would seem to be the ide...
    Wayne Iba, Kelsey Marshman, Benjamin Fisk
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    ESANN
    2008
    278views Neural Networks» more  ESANN 2008»
    Learning to play Tetris applying reinforcement learning methods
    13 years 9 months ago
    Learning to play Tetris applying reinforcement learning methods
    Download  www.dice.ucl.ac.be
    In this paper the application of reinforcement learning to Tetris is investigated, particulary the idea of temporal difference learning is applied to estimate the state value funct...
    Alexander Groß, Jan Friedland, Friedhelm Sch...
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    EMNLP
    2008
    201views Natural Language Processing» more  EMNLP 2008»
    Arabic Named Entity Recognition using Optimized Feature Sets
    13 years 9 months ago
    Arabic Named Entity Recognition using Optimized Feature Sets
    Download  www.aclweb.org
    The Named Entity Recognition (NER) task has been garnering significant attention in NLP as it helps improve the performance of many natural language processing applications. In th...
    Yassine Benajiba, Mona T. Diab, Paolo Rosso
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    EMNLP
    2008
    92views Natural Language Processing» more  EMNLP 2008»
    Part-of-Speech Tagging for English-Spanish Code-Switched Text
    13 years 9 months ago
    Part-of-Speech Tagging for English-Spanish Code-Switched Text
    Download  aclweb.org
    Code-switching is an interesting linguistic phenomenon commonly observed in highly bilingual communities. It consists of mixing languages in the same conversational event. This pa...
    Thamar Solorio, Yang Liu
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    ESANN
    2007
    187views Neural Networks» more  ESANN 2007»
    How to process uncertainty in machine learning?
    13 years 9 months ago
    How to process uncertainty in machine learning?
    Download  www.dice.ucl.ac.be
    Uncertainty is a popular phenomenon in machine learning and a variety of methods to model uncertainty at different levels has been developed. The aim of this paper is to motivate ...
    Barbara Hammer, Thomas Villmann
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    ESANN
    2007
    114views Neural Networks» more  ESANN 2007»
    Deploying SDP for machine learning
    13 years 9 months ago
    Deploying SDP for machine learning
    Download  www.tijldebie.net
    We discuss the use in machine learning of a general type of convex optimisation problem known as semi-definite programming (SDP) [1]. We intend to argue that SDP’s arise quite n...
    Tijl De Bie
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    LREC
    2010
    202views Education» more  LREC 2010»
    United we Stand: Improving Sentiment Analysis by Joining Machine Learning and Rule Based Methods
    13 years 9 months ago
    United we Stand: Improving Sentiment Analysis by Joining Machine Learning and Rule Based Methods
    Download  www.lrec-conf.org
    In the past, we have succesfully used machine learning approaches for sentiment analysis. In the course of those experiments, we observed that our machine learning method, althoug...
    Vassiliki Rentoumi, Stefanos Petrakis, Manfred Kle...
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    LREC
    2010
    171views Education» more  LREC 2010»
    Design and Development of Part-of-Speech-Tagging Resources for Wolof (Niger-Congo, spoken in Senegal)
    13 years 9 months ago
    Design and Development of Part-of-Speech-Tagging Resources for Wolof (Niger-Congo, spoken in Senegal)
    Download  www.lrec-conf.org
    In this paper, we report on the design of a part-of-speech-tagset for Wolof and on the creation of a semi-automatically annotated gold standard. The main motivation for this resou...
    Cheikh M. Bamba Dione, Jonas Kuhn, Sina Zarrie&szl...
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    LREC
    2010
    166views Education» more  LREC 2010»
    Corpora for Automatically Learning to Map Natural Language Questions into SQL Queries
    13 years 9 months ago
    Corpora for Automatically Learning to Map Natural Language Questions into SQL Queries
    Download  dit.unitn.it
    Automatically translating natural language into machine-readable instructions is one of major interesting and challenging tasks in Natural Language (NL) Processing. This problem c...
    Alessandra Giordani, Alessandro Moschitti
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