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INTERSPEECH
2010
14 years 9 months ago
Identifying articulatory goals from kinematic data using principal differential analysis
Articulatory goals can be highly indicative of lexical intentions, but are rarely used in speech classification tasks. In this paper we show that principal differential analysis c...
Michael Reimer, Frank Rudzicz
EOR
2006
74views more  EOR 2006»
15 years 2 months ago
A mixed-integer programming approach to multi-class data classification problem
This paper presents a new data classification method based on mixed-integer programming. Traditional approaches that are based on partitioning the data sets into two groups perfor...
Fadime Üney Yüksektepe, Metin Türka...
133
Voted
JMLR
2010
99views more  JMLR 2010»
14 years 9 months ago
An Efficient Explanation of Individual Classifications using Game Theory
We present a general method for explaining individual predictions of classification models. The method is based on fundamental concepts from coalitional game theory and prediction...
Erik Strumbelj, Igor Kononenko
HAIS
2010
Springer
15 years 7 months ago
Evolutionary q-Gaussian Radial Basis Functions for Binary-Classification
F. Fernández-Navarro, César Herv&aac...