285 search results - page 24 / 57 » Ontology-based Text Document Clustering |
118
click to vote
ICML
2003
IEEE
15 years 5 months ago
2003
IEEE
Feature selection methods have been successfully applied to text categorization but seldom applied to text clustering due to the unavailability of class label information. In this...
SIGIR
2002
ACM
15 years 3 days ago
2002
ACM
We present a novel sequential clustering algorithm which is motivated by the Information Bottleneck (IB) method. In contrast to the agglomerative IB algorithm, the new sequential ...
121
Voted
SIGIR
2008
ACM
15 years 11 days ago
2008
ACM
Most traditional text clustering methods are based on "bag of words" (BOW) representation based on frequency statistics in a set of documents. BOW, however, ignores the ...
126
Voted
SDM
2007
SIAM
15 years 1 months ago
2007
SIAM
Topic modeling techniques have widespread use in text data mining applications. Some applications use batch models, which perform clustering on the document collection in aggregat...
90
Voted
DEXAW
2008
IEEE
15 years 7 months ago
2008
IEEE
– We describe a method to extract content text from diverse Web pages by using the HTML document’s Text-to-Tag Ratio rather than specific HTML cues that may not be constant acr...