768 search results - page 106 / 154 » Information Geometry of Neural Networks |
167
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ISNN
2009
Springer
15 years 10 months ago
2009
Springer
In this paper, we introduce a new instance-based approach to the label ranking problem. This approach is based on a probability model on rankings which is known as the Mallows mode...
136
Voted
IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
Abstract— Almost all learning machines used in computational intelligence are not regular but singular statistical models, because they are nonidentifiable and their Fisher info...
109
Voted
IJCNN
2007
IEEE
15 years 10 months ago
2007
IEEE
— We present a computational model of human category learning that learns the essential structures of the categories by forgetting information that is not useful for the given ta...
154
Voted
SEMWEB
2007
Springer
15 years 10 months ago
2007
Springer
Ontology mapping is to find semantic correspondences between similar elements of different ontologies. It is critical to achieve semantic interoperability in the WWW. This paper su...
139
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IJCNN
2006
IEEE
15 years 9 months ago
2006
IEEE
Abstract— The incomplete information about the Web structure causes inaccurate results of various ranking algorithms. In this paper, we propose a solution to this problem by form...