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» Experiments on data fusion using headline information
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NAR
2008
107views more  NAR 2008»
14 years 11 months ago
ISPIDER Central: an integrated database web-server for proteomics
Despite the growing volumes of proteomic data, integration of the underlying results remains problematic owing to differences in formats, data captured, protein accessions and ser...
Jennifer A. Siepen, Khalid Belhajjame, Julian N. S...
LANOMS
2007
IEEE
172views Education» more  LANOMS 2007»
15 years 5 months ago
Implementing and Deploying Network Monitoring Service Oriented Architectures
—Recently there is a growing interest in accessing network measurement and status data across multiple domains, in order to detect eventual network problems which can hinder the ...
Leobino Nascimento Sampaio, Ivo Koga, Rafael Costa...
KDD
2004
ACM
150views Data Mining» more  KDD 2004»
15 years 11 months ago
A framework for ontology-driven subspace clustering
Traditional clustering is a descriptive task that seeks to identify homogeneous groups of objects based on the values of their attributes. While domain knowledge is always the bes...
Jinze Liu, Wei Wang 0010, Jiong Yang
SDM
2008
SIAM
144views Data Mining» more  SDM 2008»
15 years 19 days ago
Semi-supervised Multi-label Learning by Solving a Sylvester Equation
Multi-label learning refers to the problems where an instance can be assigned to more than one category. In this paper, we present a novel Semi-supervised algorithm for Multi-labe...
Gang Chen, Yangqiu Song, Fei Wang, Changshui Zhang
KDD
2004
ACM
136views Data Mining» more  KDD 2004»
15 years 11 months ago
A cross-collection mixture model for comparative text mining
In this paper, we define and study a novel text mining problem, which we refer to as Comparative Text Mining (CTM). Given a set of comparable text collections, the task of compara...
ChengXiang Zhai, Atulya Velivelli, Bei Yu