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    TKDE
    2010
    160views more  TKDE 2010»
    Using Proximity Search to Estimate Authority Flow
    13 years 7 months ago
    Using Proximity Search to Estimate Authority Flow
    Download  pages.cs.wisc.edu
    —Authority flow and proximity search have been used extensively in measuring the association between entities in data graphs, ranging from the Web to relational and XML database...
    Vagelis Hristidis, Yannis Papakonstantinou, Ramakr...
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    KDD
    2003
    ACM
    180views Data Mining» more  KDD 2003»
    Classifying large data sets using SVMs with hierarchical clusters
    14 years 9 months ago
    Classifying large data sets using SVMs with hierarchical clusters
    Download  vorlon.case.edu
    Support vector machines (SVMs) have been promising methods for classification and regression analysis because of their solid mathematical foundations which convey several salient ...
    Hwanjo Yu, Jiong Yang, Jiawei Han
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    SDM
    2007
    SIAM
    104views Data Mining» more  SDM 2007»
    Boosting Optimal Logical Patterns Using Noisy Data
    13 years 10 months ago
    Boosting Optimal Logical Patterns Using Noisy Data
    Download  siam.org
    We consider the supervised learning of a binary classifier from noisy observations. We use smooth boosting to linearly combine abstaining hypotheses, each of which maps a subcube...
    Noam Goldberg, Chung-chieh Shan
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    BIOCOMP
    2010
    226views Bioinformatics» more  BIOCOMP 2010»
    A Network-based Approach to Classify Disease Stages of Prostate Cancer Using Quantitative Network Measures
    13 years 5 months ago
    A Network-based Approach to Classify Disease Stages of Prostate Cancer Using Quantitative Network Measures
    Download  www.mendeley.com
    Abstract-- This study deals with investigating the classification performance of information-theoretic measures when applied to complex biological networks. In particular, our aim ...
    Laurin A. J. Mueller, Karl G. Kugler, Andreas Dand...
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    BMCBI
    2006
    186views more  BMCBI 2006»
    Systematic gene function prediction from gene expression data by using a fuzzy nearest-cluster method
    13 years 9 months ago
    Systematic gene function prediction from gene expression data by using a fuzzy nearest-cluster method
    Download  www.biomedcentral.com
    Background: Quantitative simultaneous monitoring of the expression levels of thousands of genes under various experimental conditions is now possible using microarray experiments....
    Xiaoli Li, Yin-Chet Tan, See-Kiong Ng
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