Sciweavers

79 search results - page 3 / 16
» Semantic Smoothing of Document Models for Agglomerative Clus...
Sort
View
AUSAI
2005
Springer
13 years 11 months ago
Semantic Correlation Network Based Text Clustering
Abstract. Text documents have sparse data spaces, and nearest neighbors may belong to different classes when using current existing proximity measures to describe the correlation ...
Shaoxu Song, Chunping Li
JCST
2008
121views more  JCST 2008»
13 years 5 months ago
Clustering Text Data Streams
Abstract Clustering text data streams is an important issue in data mining community and has a number of applications such as news group filtering, text crawling, document organiza...
Yubao Liu, Jiarong Cai, Jian Yin, Ada Wai-Chee Fu
CIDM
2007
IEEE
13 years 11 months ago
Distributed Document Clustering Using Word-clusters
−Document clustering has become an increasingly important task in analyzing huge numbers of documents distributed among various sites. The challenging aspect is to analyze this e...
Debzani Deb, Rafal A. Angryk
ADMA
2007
Springer
133views Data Mining» more  ADMA 2007»
13 years 11 months ago
Clustering Massive Text Data Streams by Semantic Smoothing Model
Yubao Liu, Jiarong Cai, Jian Yin, Ada Wai-Chee Fu
AUSAI
2009
Springer
13 years 8 months ago
Adapting Spectral Co-clustering to Documents and Terms Using Latent Semantic Analysis
Abstract. Spectral co-clustering is a generic method of computing coclusters of relational data, such as sets of documents and their terms. Latent semantic analysis is a method of ...
Laurence A. F. Park, Christopher Leckie, Kotagiri ...