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BIOINFORMATICS
2004
48views more  BIOINFORMATICS 2004»
13 years 9 months ago
Sample classification from protein mass spectrometry, by 'peak probability contrasts'
Robert Tibshirani, Trevor Hastie, Balasubramanian ...
DMIN
2006
293views Data Mining» more  DMIN 2006»
13 years 11 months ago
Arabic Text Classification Using N-Gram Frequency Statistics A Comparative Study
This paper presents the results of classifying Arabic text documents using the N-gram frequency statistics technique employing a dissimilarity measure called the "Manhattan di...
Laila Khreisat
PREMI
2007
Springer
14 years 4 months ago
Ensemble Approaches of Support Vector Machines for Multiclass Classification
Support vector machine (SVM) which was originally designed for binary classification has achieved superior performance in various classification problems. In order to extend it to ...
Jun-Ki Min, Jin-Hyuk Hong, Sung-Bae Cho
EMNLP
2006
13 years 11 months ago
Sentence ordering with manifold-based classification in multi-document summarization
In this paper, we propose a sentence ordering algorithm using a semi-supervised sentence classification and historical ordering strategy. The classification is based on the manifo...
Paul D. Ji, Stephen G. Pulman