1140 search results - page 35 / 228 » A Novel Ant-Based Clustering Approach for Document Clusterin... |
149
click to vote
WIDM
2003
ACM
15 years 11 months ago
2003
ACM
Hierarchical categorization of documents is a task receiving growing interest due to the widespread proliferation of topic hierarchies for text documents. The worst problem of hie...
149
click to vote
LREC
2008
15 years 7 months ago
2008
News articles about the same event published over time have properties that challenge NLP and IR applications. A cluster of such texts typically exhibits instances of paraphrase a...
169
click to vote
WEBI
2005
Springer
15 years 11 months ago
2005
Springer
Several algorithms based on link analysis have been developed to measure the importance of nodes on a graph such as pages on the World Wide Web. PageRank and HITS are the most pop...
153
click to vote
ICDM
2007
IEEE
16 years 13 days ago
2007
IEEE
We propose a new technique for clustering of text documents that relies on a biclustering structure constructed on terms and documents. Our approach makes use of a greedy algorith...
175
click to vote
ICDM
2006
IEEE
16 years 4 days ago
2006
IEEE
Most clustering algorithms are partitional in nature, assigning each data point to exactly one cluster. However, several real world datasets have inherently overlapping clusters i...