Keyword : text categorization


A Framework of Centroid-Based Methods for Text Categorization
Dandan WANG Qingcai CHEN Xiaolong WANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/02/01
Vol. E97-D  No. 2 ; pp. 245-254
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
text categorizationcentroid-based methodssmoothing listwise ranking centroid methoda unified framework
 Summary | Full Text:PDF(649.8KB)

Improving Text Categorization with Semantic Knowledge in Wikipedia
Xiang WANG Yan JIA Ruhua CHEN Hua FAN Bin ZHOU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/12/01
Vol. E96-D  No. 12 ; pp. 2786-2794
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
text categorizationWikipediadocument representationsemantic matrix
 Summary | Full Text:PDF(634.2KB)

Training Multiple Support Vector Machines for Personalized Web Content Filters
Dung Duc NGUYEN Maike ERDMANN Tomoya TAKEYOSHI Gen HATTORI Kazunori MATSUMOTO Chihiro ONO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/11/01
Vol. E96-D  No. 11 ; pp. 2376-2384
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
support vector machinessequential minimal optimizationtext categorizationWeb content filtering
 Summary | Full Text:PDF(607.4KB)

Monotone Increasing Binary Similarity and Its Application to Automatic Document-Acquisition of a Category
Izumi SUZUKI Yoshiki MIKAMI Ario OHSATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/11/01
Vol. E91-D  No. 11 ; pp. 2545-2551
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge, Information and Creativity Support System)
Category: Knowledge Acquisition
Keyword: 
Web miningtext categorizationcosine similaritydocument indexinglanguage identification
 Summary | Full Text:PDF(191.8KB)

Two Step POS Selection for SVM Based Text Categorization
Takeshi MASUYAMA Hiroshi NAKAGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/02/01
Vol. E87-D  No. 2 ; pp. 373-379
Type of Manuscript:  Special Section PAPER (Special Section on Information Processing Technology for Web Utilization)
Category: 
Keyword: 
text categorizationtext classificationsupport vector machine (SVM)parts of speech (POS)variable cascaded feature selection (VCFS)
 Summary | Full Text:PDF(207.2KB)