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KDD
2007
ACM
148views Data Mining» more  KDD 2007»
16 years 9 days ago
Detecting research topics via the correlation between graphs and texts
In this paper we address the problem of detecting topics in large-scale linked document collections. Recently, topic detection has become a very active area of research due to its...
Yookyung Jo, Carl Lagoze, C. Lee Giles
ISMIR
2005
Springer
123views Music» more  ISMIR 2005»
15 years 5 months ago
Mining Music Reviews: Promising Preliminary Results
In this paper we present a system for the automatic mining of information from music reviews. We demonstrate a system which has the ability to automatically classify reviews accor...
Xiao Hu, J. Stephen Downie, Kris West, Andreas F. ...
DMIN
2009
195views Data Mining» more  DMIN 2009»
14 years 9 months ago
Improved k-NN Algorithm for Text Classification
- Over the last twenty years, text classification has become one of the key techniques for organizing electronic information such as text and web documents. The k-Nearest Neighbor ...
Muhammed Miah
KDD
1995
ACM
173views Data Mining» more  KDD 1995»
15 years 3 months ago
Knowledge Discovery in Textual Databases (KDT)
The information age is characterizedby a rapid growth in the amountof information availablein electronicmedia. Traditional data handling methods are not adequate to cope with this...
Ronen Feldman, Ido Dagan
ICDM
2005
IEEE
163views Data Mining» more  ICDM 2005»
15 years 5 months ago
Efficient Text Classification by Weighted Proximal SVM
In this paper, we present an algorithm that can classify large-scale text data with high classification quality and fast training speed. Our method is based on a novel extension o...
Dong Zhuang, Benyu Zhang, Qiang Yang, Jun Yan, Zhe...