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87
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ICDAR
1995
IEEE
15 years 6 months ago
A feature point clustering approach to the segmentation of form documents
Kuo-Chin Fan, Jeng-Ming Lu, Jiing-Yuh Wang
103
Voted
ICDM
2003
IEEE
138views Data Mining» more  ICDM 2003»
15 years 8 months ago
Ontologies Improve Text Document Clustering
Text document clustering plays an important role in providing intuitive navigation and browsing mechanisms by organizing large sets of documents into a small number of meaningful ...
Andreas Hotho, Steffen Staab, Gerd Stumme
84
Voted
LREC
2008
98views Education» more  LREC 2008»
15 years 4 months ago
Ping-pong Document Clustering using NMF and Linkage-Based Refinement
This paper proposes a ping-pong document clustering method using NMF and the linkage based refinement alternately, in order to improve the clustering result of NMF. The use of NMF...
Hiroyuki Shinnou, Minoru Sasaki
145
Voted
COLING
2010
14 years 9 months ago
Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to Multi-Document Summarization
Multi-document summarization aims to produce a concise summary that contains salient information from a set of source documents. In this field, sentence ranking has hitherto been ...
Xiaoyan Cai, Wenjie Li, Ouyang You, Hong Yan
145
Voted
JAIR
2010
94views more  JAIR 2010»
15 years 1 months ago
Which Clustering Do You Want? Inducing Your Ideal Clustering with Minimal Feedback
While traditional research on text clustering has largely focused on grouping documents by topic, it is conceivable that a user may want to cluster documents along other dimension...
Sajib Dasgupta, Vincent Ng