2683 search results - page 301 / 537 » Machine learning problems from optimization perspective |
161
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ICIP
2007
IEEE
16 years 5 months ago
2007
IEEE
This paper introduces a framework to track 3D human movement using Gaussian process dynamic model (GPDM) and particle filter. The framework combines the particle filter and discri...
120
Voted
IBPRIA
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. By applying recent results in optimization transfer, a new algorithm for kernel Fisher Discriminant Analysis is provided that makes use of a non-smooth penalty on the coe...
127
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KDD
2005
ACM
15 years 8 months ago
2005
ACM
This paper describes a successful but challenging application of data mining in the railway industry. The objective is to optimize maintenance and operation of trains through prog...
127
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CSL
2010
Springer
15 years 3 months ago
2010
Springer
Recently, discriminative training (DT) methods have achieved tremendous progress in automatic speech recognition (ASR). In this survey article, all mainstream DT methods in speech...
119
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HICSS
2003
IEEE
15 years 8 months ago
2003
IEEE
The Internet can be used to solve pedagogical problems. To give an example, seminars for crowded courses exceeding a hundred participants would not be possible without web-based a...