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    ACL
    2012
    213views Computational Linguistics» more  ACL 2012»
    Authorship Attribution with Author-aware Topic Models
    12 years 3 months ago
    Authorship Attribution with Author-aware Topic Models
    Download  aclweb.org
    Authorship attribution deals with identifying the authors of anonymous texts. Building on our earlier finding that the Latent Dirichlet Allocation (LDA) topic model can be used t...
    Yanir Seroussi, Fabian Bohnert, Ingrid Zukerman
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    CSDA
    2010
    133views more  CSDA 2010»
    Optimized fixed-size kernel models for large data sets
    13 years 10 months ago
    Optimized fixed-size kernel models for large data sets
    Download  ftp.esat.kuleuven.ac.be
    A modified active subset selection method based on quadratic R
    Kris De Brabanter, Jos De Brabanter, Johan A. K. S...
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    EUSFLAT
    2009
    132views Fuzzy Logic» more  EUSFLAT 2009»
    Modeling Position Specificity in Sequence Kernels by Fuzzy Equivalence Relations
    13 years 10 months ago
    Modeling Position Specificity in Sequence Kernels by Fuzzy Equivalence Relations
    Download  www.bioinf.jku.at
    This paper demonstrates that several known sequence kernels can be expressed in a unified framework in which the position specificity is modeled by fuzzy equivalence relations. In ...
    Ulrich Bodenhofer, Karin Schwarzbauer, Mihaela Ion...
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    PR
    2007
    165views more  PR 2007»
    A trainable feature extractor for handwritten digit recognition
    14 years 7 days ago
    A trainable feature extractor for handwritten digit recognition
    Download  hal.archives-ouvertes.fr
    This article focusses on the problems of feature extraction and the recognition of handwritten digits. A trainable feature extractor based on the LeNet5 convolutional neural netwo...
    Fabien Lauer, Ching Y. Suen, Gérard Bloch
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    DATAMINE
    1998
    145views more  DATAMINE 1998»
    A Tutorial on Support Vector Machines for Pattern Recognition
    14 years 12 days ago
    A Tutorial on Support Vector Machines for Pattern Recognition
    Download  www.umiacs.umd.edu
    The tutorial starts with an overview of the concepts of VC dimension and structural risk minimization. We then describe linear Support Vector Machines (SVMs) for separable and non-...
    Christopher J. C. Burges
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    ISCI
    2007
    130views more  ISCI 2007»
    Learning to classify e-mail
    14 years 19 days 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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    NPL
    2008
    130views more  NPL 2008»
    Adaptive Inverse Control of Excitation System with Actuator Uncertainty
    14 years 20 days ago
    Adaptive Inverse Control of Excitation System with Actuator Uncertainty
    Download  www.wseas.us
    : - This paper addresses an inverse controller design for excitation system with changing parameters and nonsmooth nonlinearities in the actuator. The existence of such nonlinearit...
    Xiaofang Yuan, Yaonan Wang, Liang-Hong Wu
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    EOR
    2007
    101views more  EOR 2007»
    Comprehensible credit scoring models using rule extraction from support vector machines
    14 years 20 days ago
    Comprehensible credit scoring models using rule extraction from support vector machines
    Download  www.econ.kuleuven.be
    In recent years, Support Vector Machines (SVMs) were successfully applied to a wide range of applications. Their good performance is achieved by an implicit non-linear transformat...
    David Martens, Bart Baesens, Tony Van Gestel, Jan ...
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    JMLR
    2008
    133views more  JMLR 2008»
    Algorithms for Sparse Linear Classifiers in the Massive Data Setting
    14 years 21 days ago
    Algorithms for Sparse Linear Classifiers in the Massive Data Setting
    Download  jmlr.csail.mit.edu
    Classifiers favoring sparse solutions, such as support vector machines, relevance vector machines, LASSO-regression based classifiers, etc., provide competitive methods for classi...
    Suhrid Balakrishnan, David Madigan
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    IVC
    2006
    187views more  IVC 2006»
    Dynamics of facial expression extracted automatically from video
    14 years 21 days ago
    Dynamics of facial expression extracted automatically from video
    Download  www.cs.arizona.edu
    We present a systematic comparison of machine learning methods applied to the problem of fully automatic recognition of facial expressions, including AdaBoost, support vector mach...
    Gwen Littlewort, Marian Stewart Bartlett, Ian R. F...
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