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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...
JVM
2004
127views Education» more  JVM 2004»
13 years 11 months ago
Towards Scalable Multiprocessor Virtual Machines
A multiprocessor virtual machine benefits its guest operating system in supporting scalable job throughput and request latency--useful properties in server consolidation where ser...
Volkmar Uhlig, Joshua LeVasseur, Espen Skoglund, U...
CGF
2005
252views more  CGF 2005»
13 years 10 months ago
Support Vector Machines for 3D Shape Processing
We propose statistical learning methods for approximating implicit surfaces and computing dense 3D deformation fields. Our approach is based on Support Vector (SV) Machines, which...
Florian Steinke, Bernhard Schölkopf, Volker B...
CHI
2010
ACM
14 years 5 months ago
Interactive optimization for steering machine classification
Interest has been growing within HCI on the use of machine learning and reasoning in applications to classify such hidden states as user intentions, based on observations. HCI res...
Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric H...