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    NIPS
    2008
    149views Information Technology» more  NIPS 2008»
    Scalable Algorithms for String Kernels with Inexact Matching
    14 years 11 months ago
    Scalable Algorithms for String Kernels with Inexact Matching
    Download  www.cs.rutgers.edu
    We present a new family of linear time algorithms based on sufficient statistics for string comparison with mismatches under the string kernels framework. Our algorithms improve t...
    Pavel P. Kuksa, Pai-Hsi Huang, Vladimir Pavlovic
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    ARTMED
    2004
    145views more  ARTMED 2004»
    A novel kernelized fuzzy C-means algorithm with application in medical image segmentation
    14 years 9 months ago
    A novel kernelized fuzzy C-means algorithm with application in medical image segmentation
    Download  parnec.nuaa.edu.cn
    : Image segmentation plays a crucial role in many medical imaging applications. In this paper, we present a novel algorithm for fuzzy segmentation of magnetic resonance imaging (MR...
    Dao-Qiang Zhang, Song-Can Chen
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    JMLR
    2002
    106views more  JMLR 2002»
    Some Greedy Learning Algorithms for Sparse Regression and Classification with Mercer Kernels
    14 years 9 months ago
    Some Greedy Learning Algorithms for Sparse Regression and Classification with Mercer Kernels
    Download  jmlr.csail.mit.edu
    We present some greedy learning algorithms for building sparse nonlinear regression and classification models from observational data using Mercer kernels. Our objective is to dev...
    Prasanth B. Nair, Arindam Choudhury 0002, Andy J. ...
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    FLAIRS
    2004
    239views Artificial Intelligence» more  FLAIRS 2004»
    Gene Expression Data Classification with Revised Kernel Partial Least Squares Algorithm
    14 years 11 months ago
    Gene Expression Data Classification with Revised Kernel Partial Least Squares Algorithm
    Download  www.aaai.org
    One important feature of the gene expression data is that the number of genes M far exceeds the number of samples N. Standard statistical methods do not work well when N < M. D...
    ZhenQiu Liu, Dechang Chen
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    PRL
    2008
    161views more  PRL 2008»
    Automatic kernel clustering with a Multi-Elitist Particle Swarm Optimization Algorithm
    14 years 9 months ago
    Automatic kernel clustering with a Multi-Elitist Particle Swarm Optimization Algorithm
    Download  www.softcomputing.net
    This article introduces a scheme for clustering complex and linearly non-separable datasets, without any prior knowledge of the number of naturally occurring groups in the data. T...
    Swagatam Das, Ajith Abraham, Amit Konar
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