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    SWAP
    2008
    107views Internet Technology» more  SWAP 2008»
    Learning SHIQ+log Rules for Ontology Evolution
    13 years 9 months ago
    Learning SHIQ+log Rules for Ontology Evolution
    Download  sunsite.informatik.rwth-aachen.de
    The definition of new concepts or roles for which extensional knowledge become available can turn out to be necessary to make a DL ontology evolve. In this paper we reformulate thi...
    Francesca A. Lisi, Floriana Esposito
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    MLMTA
    2007
    145views Machine Learning» more  MLMTA 2007»
    GenInc: An Incremental Context-Free Grammar Learning Algorithm for Domain-Specific Language Development
    13 years 9 months ago
    GenInc: An Incremental Context-Free Grammar Learning Algorithm for Domain-Specific Language Development
    Download  www.cis.uab.edu
    - While grammar inference (or grammar induction) has found extensive application in the areas of robotics, computational biology, speech and pattern recognition, its application to...
    Faizan Javed, Marjan Mernik, Barrett R. Bryant, Al...
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    MLMTA
    2007
    142views Machine Learning» more  MLMTA 2007»
    A Novel Hybrid Neural Network for Data Clustering
    13 years 9 months ago
    A Novel Hybrid Neural Network for Data Clustering
    Download  uclab.khu.ac.kr
    - Clustering plays an indispensable role for data analysis. Many clustering algorithms have been developed. However, most of them suffer either poor performance of unsupervised lea...
    Donghai Guan, Andrey Gavrilov, Weiwei Yuan, Young-...
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    MLMTA
    2007
    167views Machine Learning» more  MLMTA 2007»
    Consensus Based Ensembles of Soft Clusterings
    13 years 9 months ago
    Consensus Based Ensembles of Soft Clusterings
    Download  www.ideal.ece.utexas.edu
    — Cluster Ensembles is a framework for combining multiple partitionings obtained from separate clustering runs into a final consensus clustering. This framework has attracted mu...
    Kunal Punera, Joydeep Ghosh
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    MLMTA
    2007
    141views Machine Learning» more  MLMTA 2007»
    Prediction of Protein Secondary Structures with a Novel Kernel Density Estimator
    13 years 9 months ago
    Prediction of Protein Secondary Structures with a Novel Kernel Density Estimator
    Download  mbi.csie.ntu.edu.tw
    - Though prediction of protein secondary structures has been an active research issue in bioinformatics for quite a few years and many approaches have been proposed, a new challeng...
    Yen-Jen Oyang, Darby Tien-Hao Chang, Yu-Yen Ou, Ha...
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    NIPS
    2008
    203views Information Technology» more  NIPS 2008»
    Automatic online tuning for fast Gaussian summation
    13 years 9 months ago
    Automatic online tuning for fast Gaussian summation
    Download  www.umiacs.umd.edu
    Many machine learning algorithms require the summation of Gaussian kernel functions, an expensive operation if implemented straightforwardly. Several methods have been proposed to...
    Vlad I. Morariu, Balaji Vasan Srinivasan, Vikas C....
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    LWA
    2008
    139views Software Engineering» more  LWA 2008»
    Enhanced Services for Targeted Information Retrieval by Event Extraction and Data Mining
    13 years 9 months ago
    Enhanced Services for Targeted Information Retrieval by Event Extraction and Data Mining
    Download  www.statistik.tu-dortmund.de
    Where Information Retrieval (IR) and Text Categorization delivers a set of (ranked) documents according to a query, users of large document collections would rather like to receiv...
    Felix Jungermann, Katharina Morik
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    LREC
    2008
    139views Education» more  LREC 2008»
    Identification of Comparable Argument-Head Relations in Parallel Corpora
    13 years 9 months ago
    Identification of Comparable Argument-Head Relations in Parallel Corpora
    Download  www.ling.uni-potsdam.de
    We present the machine learning framework that we are developing, in order to support explorative search for non-trivial linguistic configurations in low-density languages (langua...
    Kathrin Spreyer, Jonas Kuhn, Bettina Schrader
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    LREC
    2008
    65views Education» more  LREC 2008»
    A Three-stage Disfluency Classifier for Multi Party Dialogues
    13 years 9 months ago
    A Three-stage Disfluency Classifier for Multi Party Dialogues
    Download  www.lrec-conf.org
    We present work on a three-stage system to detect and classify disfluencies in multi party dialogues. The system consists of a regular expression based module and two machine lear...
    Margot Mieskes, Michael Strube
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    LREC
    2008
    128views Education» more  LREC 2008»
    Relation between Agreement Measures on Human Labeling and Machine Learning Performance: Results from an Art History Domain
    13 years 9 months ago
    Relation between Agreement Measures on Human Labeling and Machine Learning Performance: Results from an Art History Domain
    Download  www.lrec-conf.org
    We discuss factors that affect human agreement on a semantic labeling task in the art history domain, based on the results of four experiments where we varied the number of labels...
    Rebecca J. Passonneau, Thomas Lippincott, Tae Yano...
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