Entropy Randomization in Machine Learning (Chapman & Hall/CRC Machine Learning & Pattern Recognition) - Tapa blanda

Popkov, Yuri S.; Popkov, Alexey Yu.; Dubnov, Yuri A.

 
9781032307749: Entropy Randomization in Machine Learning (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
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ISBN 10: 1032307749 ISBN 13: 9781032307749
Editorial: Chapman and Hall/CRC, 2024

Sinopsis

Entropy Randomization in Machine Learning presents a new approach to machine learning - entropy randomization - to obtain optimal solutions under uncertainty (uncertain data and models of the objects under study). 

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Acerca del autor

Yuri S. Popkov: Doctor of Engineering, Professor, Academician of Russian Academy of Sciences; Chief Researcher at Federal Research Center “Computer Science and Control,” Russian Academy of Sciences; Chief Researcher at Trapeznikov Institute of Control Sciences, Russian Academy of Sciences; Professor at Lomonosov Moscow State University. Author of more than 250 scientific publications, including 15 monographs. His research interests include stochastic dynamic systems, optimization, machine learning, and macrosystem modeling.

Alexey Yu. Popkov: Candidate of Sciences, Leading Researcher at Federal Research Center “Computer Science and Control,” Russian Academy of Sciences; author of 47 scientific publications. His research interests include software engineering, high-performance computing, data mining, machine learning, and entropy methods.

Yuri A. Dubnov: MSc in Physics, Researcher at Federal Research Center “Computer Science and Control,” Russian Academy of Sciences. Author of more than 18 scientific publications. His research interests include machine learning, forecasting, randomized approaches, and Bayesian estimation.

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Editorial
Chapman and Hall/CRC
Año de publicación
2024
Idioma
Inglés
ISBN 10 
1032307749
ISBN 13 
9781032307749
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
404
Contacto del fabricante
no disponible
Persona responsable
gpsr@libri.de
gpsr@libri.de

Europaallee 1
Bad Hersfeld
36244
Alemania

Otras ediciones populares con el mismo título

9781032306285: Entropy Randomization in Machine Learning (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Edición Destacada

ISBN 10:  1032306289 ISBN 13:  9781032306285
Editorial: Chapman and Hall/CRC, 2022
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