Multi-kernel Classification Machine with Universum learning - Brossura

Zhu, Changming

 
9783659707933: Multi-kernel Classification Machine with Universum learning
Brossura
ISBN 10: 3659707937 ISBN 13: 9783659707933
Casa editrice: LAP LAMBERT Academic Publishing, 2017

Sinossi

Universum learning can reflect priori knowledge about application domain and improve classification performances. Since multi-kernel classification machine with reduced complexity, i.e., NMKMHKS, has a high performance to reduce both the time and space complexities of multiple kernel learning (MKL), so we introduce Universum learning into NMKMHKS and propose a Universum-based NMKMHKS (Uni-NMKMHKS).

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L'autore

Changming Zhu received the B.S degree and PHD degree in Department of Computer Science and Engineering, East China University of Science and Technology (ECUST), China, 2010 and 2015 respectively. Currently he is a teacher in College of Information Engineering, Shanghai Maritime University. His research interests focus on neural computing.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2017
Lingua
Inglese
ISBN 10 
3659707937
ISBN 13 
9783659707933
Rilegatura
Copertina flessibile
Numero di pagine
56
Contatto del produttore
non disponibile
Persona responsabile
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