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Feature Extraction Using Information-Theoretic Learning

A classification system typically consists of both a feature extractor (preprocessor) and a classifier. These two components can be trained either independently or simultaneously. The former option has an implementation advantage since the extractor need only be trained once for use with any classif...

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Pubblicato in:IEEE Trans Pattern Anal Mach Intell
Autori principali: Hild, Kenneth E., Erdogmus, Deniz, Torkkola, Kari, Principe, Jose C.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2006
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6528827/
https://ncbi.nlm.nih.gov/pubmed/16929726
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TPAMI.2006.186
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