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DEXA
2004
Springer
102views Database» more  DEXA 2004»
15 years 3 months ago
Text Categorization by a Machine-Learning-Based Term Selection
Javier Fernández, Elena Montañ&eacut...
CICLING
2006
Springer
15 years 3 months ago
Improving kNN Text Categorization by Removing Outliers from Training Set
We show that excluding outliers from the training data significantly improves kNN classifier, which in this case performs about 10% better than the best know method--Centroid-based...
Kwangcheol Shin, Ajith Abraham, Sang-Yong Han
SIGIR
2010
ACM
15 years 3 months ago
Combining coregularization and consensus-based self-training for multilingual text categorization
We investigate the problem of learning document classifiers in a multilingual setting, from collections where labels are only partially available. We address this problem in the ...
Massih-Reza Amini, Cyril Goutte, Nicolas Usunier