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» Ensemble classification based on generalized additive models
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134
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NIPS
2004
15 years 5 months ago
Incremental Algorithms for Hierarchical Classification
We study the problem of hierarchical classification when labels corresponding to partial and/or multiple paths in the underlying taxonomy are allowed. We introduce a new hierarchi...
Nicolò Cesa-Bianchi, Claudio Gentile, Andre...
136
Voted
BIOSYSTEMS
2008
107views more  BIOSYSTEMS 2008»
15 years 3 months ago
The linearity of emergent spectro-temporal receptive fields in a model of auditory cortex
The responses of cortical neurons are often characterized by measuring their spectro-temporal receptive fields (strfs). The strf of a cell can be thought of as a representation of...
Martin Coath, Emili Balaguer-Ballester, Sue L. Den...
142
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JMLR
2010
99views more  JMLR 2010»
14 years 10 months ago
An Efficient Explanation of Individual Classifications using Game Theory
We present a general method for explaining individual predictions of classification models. The method is based on fundamental concepts from coalitional game theory and prediction...
Erik Strumbelj, Igor Kononenko
137
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IGPL
2000
103views more  IGPL 2000»
15 years 3 months ago
General Patterns for Nonmonotonic Reasoning: From Basic Entailments to Plausible Relations
This paper has two goals. First, we develop frameworks for logical systems which are able to re ect not only nonmonotonic patterns of reasoning, but also paraconsistent reasoning....
Ofer Arieli, Arnon Avron
120
Voted
ISBI
2002
IEEE
16 years 4 months ago
A monohierarchical multiaxial classification code for medical images in content-based retrieval
Large efforts have been made for general applications of content-based image retrieval (CBIR). Established CBIRsystems globally evaluate color, texture, and also shape for retriev...
Thomas Martin Lehmann, Berthold B. Wein, Daniel Ke...