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» Feature selection for ordinal regression

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IPMU
2010
Springer

150views Information Technology» more IPMU 2010»

Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity

14 years 8 months ago

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Abstract. In this paper we introduce a new approach to automatic attribute and granularity selection for building optimum regression trees. The method is based on the minimum descr...

Kemal Ince, Frank Klawonn

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UAI
2000

134views Artificial Intelligence» more UAI 2000»

Feature Selection and Dualities in Maximum Entropy Discrimination

14 years 11 months ago

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Incorporating feature selection into a classi cation or regression method often carries a number of advantages. In this paper we formalize feature selection speci cally from a dis...

Tony Jebara, Tommi Jaakkola

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MIR
2010
ACM

217views Multimedia» more MIR 2010»

Feature selection for content-based, time-varying musical emotion regression

15 years 2 months ago

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In developing automated systems to recognize the emotional content of music, we are faced with a problem spanning two disparate domains: the space of human emotions and the acoust...

Erik M. Schmidt, Douglas Turnbull, Youngmoo E. Kim

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SDM
2009
SIAM

179views Data Mining» more SDM 2009»

Parallel Large Scale Feature Selection for Logistic Regression.

15 years 6 months ago