192 search results - page 20 / 39 » A Note on the Decomposition Methods for Support Vector Regre... |
113
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IJCNLP
2005
Springer
15 years 8 months ago
2005
Springer
We propose a novel type of document classification task that quantifies how much a given document (review) appreciates the target object using not binary polarity (good or bad) b...
116
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NIPS
2000
15 years 4 months ago
2000
The Vicinal Risk Minimization principle establishes a bridge between generative models and methods derived from the Structural Risk Minimization Principle such as Support Vector M...
114
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GLOBECOM
2008
IEEE
15 years 9 months ago
2008
IEEE
Abstract—Over the past few years, wireless sensor networks received tremendous attention for monitoring physical phenomena, such as the temperature field in a given region. Appl...
147
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VIS
2004
IEEE
16 years 4 months ago
2004
IEEE
We present a novel multiscale approach for flow visualization. We define a local alignment tensor that encodes a measure for alignment to the direction of a given flow field. This...
145
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CVPR
2011
IEEE
14 years 7 months ago
2011
IEEE
In this paper we address the two-class classification problem within the tensor-based framework, by formulating the Support Tucker Machines (STuMs). More precisely, in the propos...