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ISM
2005
IEEE

138views Multimedia» more ISM 2005»

Investigation of Combining SVM and Decision Tree for Emotion Classification

14 years 1 months ago

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This paper discusses the use of a combination of support vector machine and decision tree learning for recognizing four emotions in speech, which are Neutral, Angry, Lombard, and ...

Thao Nguyen, Mingkun Li, Iris Bass, Ishwar K. Seth...

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APBC
2008

278views Bioinformatics» more APBC 2008»

String Kernels with Feature Selection for SVM Protein Classification

13 years 9 months ago

Download www.comp.nus.edu.sg

Wen-Yun Yang, Bao-Liang Lu

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ICMLA
2007

80views Machine Learning» more ICMLA 2007»

Modifying kernels using label information improves SVM classification performance

13 years 9 months ago

Download www.cs.toronto.edu

Martin Renqiang Min, Anthony J. Bonner, Zhaolei Zh...

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ACL
2006

100views Computational Linguistics» more ACL 2006»

Semantic Parsing with Structured SVM Ensemble Classification Models

13 years 9 months ago

Download acl.ldc.upenn.edu

We present a learning framework for structured support vector models in which boosting and bagging methods are used to construct ensemble models. We also propose a selection metho...

Minh Le Nguyen, Akira Shimazu, Xuan Hieu Phan

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NIPS
2003

98views Information Technology» more NIPS 2003»

A Kullback-Leibler Divergence Based Kernel for SVM Classification in Multimedia Applications

13 years 8 months ago

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