articleTop 10% cited
A comparative study of TF*IDF, LSI and multi-words for text classification
Expert Systems with Applications · 2010 · Vol. 38(3) · pp. 2758–2765
Wen Zhang✉(Chinese Academy of Sciences)Taketoshi Yoshida(Japan Advanced Institute of Science and Technology)Xijin Tang(Academy of Mathematics and Systems Science)
Text and Document Classification TechnologiesAdvanced Text Analysis TechniquesWeb Data Mining and AnalysisComputer sciencetf–idfText categorizationNatural language processingDiscriminative modelSearch engine indexingCategorizationArtificial intelligenceWeightingInformation retrieval
Citations
668
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14.09
field-weighted impact
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59
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99%
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Citations per year
References
Data mining: concepts and techniques
Choice Reviews Online · 2012 · 28,852 citations
Learning Efficient Classification Procedures and Their Application to Chess End Games
Machine Learning · 1983 · 1,106 citations
The Nature of Statistical Learning Theory
Technometrics · 1996 · 4,092 citations
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A comparative study of TF*IDF, LSI and multi-words for text classification
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