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IPM
2006
64views more  IPM 2006»
13 years 9 months ago
Text mining without document context
We consider a challenging clustering task: the clustering of muti-word terms without document co-occurrence information in order to form coherent groups of topics. For this task, ...
Eric SanJuan, Fidelia Ibekwe-Sanjuan
KES
2008
Springer
13 years 8 months ago
Building an Index of Nanomedical Resources: An Automatic Approach Based on Text Mining
Nanomedicine is an emerging discipline aimed to applying recent developments in nanotechnology to the medical domain. In recent years, there has been an exponential growth of the n...
Stefano Chiesa, Miguel García-Remesal, Guil...
ICDM
2007
IEEE
147views Data Mining» more  ICDM 2007»
14 years 1 months ago
Improving Knowledge Discovery in Document Collections through Combining Text Retrieval and Link Analysis Techniques
In this paper, we present Concept Chain Queries (CCQ), a special case of text mining in document collections focusing on detecting links between two topics across text documents. ...
Wei Jin, Rohini K. Srihari, Hung Hay Ho, Xin Wu
COLING
2010
13 years 4 months ago
Text Mining for Automatic Image Tagging
This paper introduces several extractive approaches for automatic image tagging, relying exclusively on information mined from texts. Through evaluations on two datasets, we show ...
Chee Wee Leong, Rada Mihalcea, Samer Hassan
ICDM
2008
IEEE
130views Data Mining» more  ICDM 2008»
14 years 4 months ago
Text Cube: Computing IR Measures for Multidimensional Text Database Analysis
Since Jim Gray introduced the concept of ”data cube” in 1997, data cube, associated with online analytical processing (OLAP), has become a driving engine in data warehouse ind...
Cindy Xide Lin, Bolin Ding, Jiawei Han, Feida Zhu,...