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CAINE
2008
13 years 11 months ago
New Architecture and Protocols for Global-Scale Machine Communities
This article is about the new universal architecture which allows electronic devices of different functionalities and manufacturers, as well as on-line services, to seamlessly int...
Vladimir Krylov, N. Mikhaylov, Dmitry V. Ponomarev
MLDM
2007
Springer
14 years 4 months ago
Nonlinear Feature Selection by Relevance Feature Vector Machine
Support vector machine (SVM) has received much attention in feature selection recently because of its ability to incorporate kernels to discover nonlinear dependencies between feat...
Haibin Cheng, Haifeng Chen, Guofei Jiang, Kenji Yo...
LREC
2008
98views Education» more  LREC 2008»
13 years 11 months ago
Producing a Test Collection for Patent Machine Translation in the Seventh NTCIR Workshop
In aiming at research and development on machine translation, we produced a test collection for Japanese-English machine translation in the seventh NTCIR Workshop. This paper desc...
Atsushi Fujii, Masao Utiyama, Mikio Yamamoto, Take...
ICML
2008
IEEE
14 years 11 months ago
Optimized cutting plane algorithm for support vector machines
We have developed a new Linear Support Vector Machine (SVM) training algorithm called OCAS. Its computational effort scales linearly with the sample size. In an extensive empirica...
Sören Sonnenburg, Vojtech Franc
WCE
2007
13 years 11 months ago
On Line Surface Roughness Measurement Using Image Processing and Machine Vision
- Machine vision has evolved to become a mainstream automation tool, enabling computers to replace human vision in high speed and precision manufacturing techniques. Images usually...
M. Rajaram Narayanan, S. Gowri, M. Murali Krishna