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Ensemble of keyword extraction methods and classifiers in text classification

Expert Systems with Applications · 2016 · Vol. 57 · pp. 232–247
Aytuğ OnanSerdar KorukoğluHasan Bulut
Advanced Text Analysis TechniquesText and Document Classification TechnologiesAdvanced Computational Techniques and ApplicationsComputer scienceArtificial intelligenceKeyword extractionRandom forestNaive Bayes classifierAutomatic summarizationCluster analysisSupport vector machineEnsemble learningFeature extraction
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References
The random subspace method for constructing decision forests
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 6,773 citations
Machine learning in automated text categorization
ACM Computing Surveys · 2002 · 7,857 citations
Combining Pattern Classifiers: Methods and Algorithms
Technometrics · 2005 · 3,234 citations
Data mining: concepts and techniques
Choice Reviews Online · 2012 · 28,852 citations
On combining classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 5,240 citations
A novel SVM-kNN-PSO ensemble method for intrusion detection system
Applied Soft Computing · 2015 · 478 citations
Random Forests
Machine Learning · 2001 · 121,242 citations
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