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» Kernel methods for learning languages
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HOTOS
2007
IEEE
14 years 1 months ago
Towards a Practical, Verified Kernel
In the paper we examine one of the issues in designing, specifying, implementing and formally verifying a small operating system kernel -- how to provide a productive and iterativ...
Kevin Elphinstone, Gerwin Klein, Philip Derrin, Ti...
NIPS
2007
13 years 10 months ago
Hierarchical Penalization
Hierarchical penalization is a generic framework for incorporating prior information in the fitting of statistical models, when the explicative variables are organized in a hiera...
Marie Szafranski, Yves Grandvalet, Pierre Morizet-...
WWW
2007
ACM
14 years 10 months ago
A kernel based structure matching for web services search
This paper describes a kernel based Web Services (abbreviated as service) matching mechanism for service discovery and integration. The matching mechanism tries to exploit the lat...
Yu Jianjun, Guo Shengmin, Su Hao, Zhang Hui, Xu Ke
BMCBI
2007
153views more  BMCBI 2007»
13 years 9 months ago
A new pairwise kernel for biological network inference with support vector machines
Background: Much recent work in bioinformatics has focused on the inference of various types of biological networks, representing gene regulation, metabolic processes, protein-pro...
Jean-Philippe Vert, Jian Qiu, William Stafford Nob...
AAAI
2008
13 years 11 months ago
Multi-View Local Learning
The idea of local learning, i.e., classifying a particular example based on its neighbors, has been successfully applied to many semi-supervised and clustering problems recently. ...
Dan Zhang, Fei Wang, Changshui Zhang, Tao Li