644 search results - page 38 / 129 » Geometry-aware metric learning |
111
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CIKM
2007
Springer
15 years 6 months ago
2007
Springer
We present an evolutionary clustering method which can be applied to multi-relational knowledge bases storing resource annotations expressed in the standard languages for the Sema...
98
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
We address the problem of learning distance metrics using side-information in the form of groups of "similar" points. We propose to use the RCA algorithm, which is a sim...
103
Voted
ICONIP
2008
15 years 1 months ago
2008
We present a category learning vector quantization (cLVQ) approach for incremental and life-long learning of multiple visual categories where we focus on approaching the stability-...
92
Voted
ICDM
2009
IEEE
14 years 10 months ago
2009
IEEE
Our goal is to automatically identify which species of bird is present in an audio recording using supervised learning. Devising effective algorithms for bird species classificati...
89
Voted
ESANN
2000
15 years 1 months ago
2000
It has been shown that self-organized maps, when adequately trained with the set of integers 1 to 32, lay out real numbers in a 2D map in an ordering that is superior to any of the...