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    BCS
    2008
    197views Computer Science» more  BCS 2008»
    Fast Estimation of Nonparametric Kernel Density Through PDDP, and its Application in Texture Synthesis
    13 years 9 months ago
    Fast Estimation of Nonparametric Kernel Density Through PDDP, and its Application in Texture Synthesis
    Download  www.bcs.org
    In this work, a new algorithm is proposed for fast estimation of nonparametric multivariate kernel density, based on principal direction divisive partitioning (PDDP) of the data s...
    Arnab Sinha, Sumana Gupta
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    ICPR
    2008
    IEEE
    195views Computer Vision» more  ICPR 2008»
    Kernel Bisecting k-means clustering for SVM training sample reduction
    14 years 1 months ago
    Kernel Bisecting k-means clustering for SVM training sample reduction
    Download  figment.cse.usf.edu
    This paper presents a new algorithm named Kernel Bisecting k-means and Sample Removal (KBK-SR) as a sampling preprocessing for SVM training to improve the scalability. The novel c...
    Xiao-Zhang Liu, Guo-Can Feng
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    VISUALIZATION
    2002
    IEEE
    92views Visualization» more  VISUALIZATION 2002»
    Efficient Simplification of Point-Sampled Surfaces
    14 years 11 days ago
    Efficient Simplification of Point-Sampled Surfaces
    Download  data.agg.ethz.ch
    In this paper we introduce, analyze and quantitatively compare a number of surface simplification methods for point-sampled geometry. We have implemented incremental and hierarchi...
    Mark Pauly, Markus H. Gross, Leif Kobbelt
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    BMCBI
    2007
    144views more  BMCBI 2007»
    Spectral estimation in unevenly sampled space of periodically expressed microarray time series data
    13 years 7 months ago
    Spectral estimation in unevenly sampled space of periodically expressed microarray time series data
    Download  www.biomedcentral.com
    Background: Periodogram analysis of time-series is widespread in biology. A new challenge for analyzing the microarray time series data is to identify genes that are periodically ...
    Alan Wee-Chung Liew, Jun Xian, Shuanhu Wu, David K...
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    TSP
    2008
    89views more  TSP 2008»
    The Kernel Least-Mean-Square Algorithm
    13 years 7 months ago
    The Kernel Least-Mean-Square Algorithm
    Download  www.cnel.ufl.edu
    The combination of the famed kernel trick and the least-mean-square (LMS) algorithm provides an interesting sample by sample update for an adaptive filter in reproducing Kernel Hil...
    Weifeng Liu, Puskal P. Pokharel, Jose C. Principe
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