504 search results - page 65 / 101 » Support Vector Classification with Input Data Uncertainty |
133
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JMLR
2006
15 years 15 days ago
2006
Many kernel learning algorithms, including support vector machines, result in a kernel machine, such as a kernel classifier, whose key component is a weight vector in a feature sp...
115
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KDD
2006
ACM
16 years 29 days ago
2006
ACM
In many text classification applications, it is appealing to take every document as a string of characters rather than a bag of words. Previous research studies in this area mostl...
108
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KDD
2002
ACM
16 years 29 days ago
2002
ACM
In this paper we propose a new information-theoretic divisive algorithm for word clustering applied to text classification. In previous work, such "distributional clustering&...
128
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PAMI
2006
15 years 14 days ago
2006
Detecting people in images is key for several important application domains in computer vision. This paper presents an in-depth experimental study on pedestrian classification; mul...
104
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GECCO
2007
Springer
15 years 6 months ago
2007
Springer
As a learning method support vector machine is regarded as one of the best classifiers with a strong mathematical foundation. On the other hand, evolutionary computational techniq...