Sciweavers

93 search results - page 1 / 19
» Enhanced word clustering for hierarchical text classificatio...
Sort
View
KDD
2002
ACM
170views Data Mining» more  KDD 2002»
15 years 9 months ago
Enhanced word clustering for hierarchical text classification
In this paper we propose a new information-theoretic divisive algorithm for word clustering applied to text classification. In previous work, such "distributional clustering&...
Inderjit S. Dhillon, Subramanyam Mallela, Rahul Ku...
PKDD
2005
Springer
108views Data Mining» more  PKDD 2005»
15 years 2 months ago
Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification
Dimitrios Mavroeidis, George Tsatsaronis, Michalis...
IMCSIT
2010
14 years 6 months ago
Evaluation of Clustering Algorithms for Polish Word Sense Disambiguation
Word Sense Disambiguation in text is still a difficult problem as the best supervised methods require laborious and costly manual preparation of training data. Thus, this work focu...
Bartosz Broda, Wojciech Mazur
ICANN
2007
Springer
15 years 3 months ago
Towards Understanding of Natural Language: Neurocognitive Inspirations
Neurocognitive processes responsible for representation of meaning and understanding of words are investigated. First a review of current knowledge about word representation, recen...
Wlodzislaw Duch, Pawel Matykiewicz, John Pestian