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    ICIP
    2007
    IEEE
    225views Image Processing» more  ICIP 2007»
    Color Image Superresolution Based on a Stochastic Combinational Classification-Regression Algorithm
    14 years 9 months ago
    Color Image Superresolution Based on a Stochastic Combinational Classification-Regression Algorithm
    Download  videoprocessing.ucsd.edu
    Abstract - The proposed algorithm in this work provides superresolution for color images by using a learning based technique that utilizes both generative and discriminant approach...
    Karl S. Ni, Truong Q. Nguyen
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    KDD
    2009
    ACM
    156views Data Mining» more  KDD 2009»
    Effective multi-label active learning for text classification
    14 years 8 months ago
    Effective multi-label active learning for text classification
    Download  research.microsoft.com
    Labeling text data is quite time-consuming but essential for automatic text classification. Especially, manually creating multiple labels for each document may become impractical ...
    Bishan Yang, Jian-Tao Sun, Tengjiao Wang, Zheng Ch...
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    ESANN
    2006
    262views Neural Networks» more  ESANN 2006»
    Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms
    13 years 9 months ago
    Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms
    Download  www.dice.ucl.ac.be
    Random Forests were introduced by Breiman for feature (variable) selection and improved predictions for decision tree models. The resulting model is often superior to AdaBoost and ...
    Long Han, Mark J. Embrechts, Boleslaw K. Szymanski...
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    IJIS
    2008
    123views more  IJIS 2008»
    Algorithms of nonlinear document clustering based on fuzzy multiset model
    13 years 7 months ago
    Algorithms of nonlinear document clustering based on fuzzy multiset model
    Download  www.tulips.tsukuba.ac.jp
    Abstract: Fuzzy multiset is applicable as a model of information retrieval because it has the mathematical structure which expresses the number and the degree of attribution of an ...
    Kiyotaka Mizutani, Ryo Inokuchi, Sadaaki Miyamoto
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    KDD
    2006
    ACM
    201views Data Mining» more  KDD 2006»
    Clustering based large margin classification: a scalable approach using SOCP formulation
    14 years 8 months ago
    Clustering based large margin classification: a scalable approach using SOCP formulation
    Download  drona.csa.iisc.ernet.in
    This paper presents a novel Second Order Cone Programming (SOCP) formulation for large scale binary classification tasks. Assuming that the class conditional densities are mixture...
    J. Saketha Nath, Chiranjib Bhattacharyya, M. Naras...
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