Store besparelser
Hurtig levering
Fri fragt over 499,-
Gemte
Log ind
0
Kurv
Kurv
Entropy Randomization in Machine Learning
Engelsk
Bogcover for Entropy Randomization in Machine Learning af Yuri S. Popkov, Alexey Yu. Popkov, Yuri A. Dubnov, 9781032306285
Specifikationer
Sprog:
Engelsk
Sider:
392
ISBN-13:
9781032306285
Indbinding:
Hardback
ISBN-10:
1032306289
Kategori:
Udg. Dato:
9 aug 2022
Størrelse i cm:
16,2 x 24,0 x 3,0
Oplagsdato:
9 aug 2022

Entropy Randomization in Machine Learning

Engelsk
Hardback 2022
Format:

Bog beskrivelse
"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). Randomized machine learning procedures involve models with random parameters and maximum entropy estimates of the probability density functions of the model parameters under balance conditions with measured data. Optimality conditions are derived in the form of nonlinear equations with integral components. A new numerical random search method is developed for solving these equations in a probabilistic sense. Along with the theoretical foundations of randomized machine learning, the book considers several applications to binary classification, modelling the dynamics of the Earth population, predicting seasonal electric load fluctuations of power supply systems, and forecasting the area of thermokarst lakes in Western Siberia. This book will appeal to undergraduates and postgraduates specializing in artificial intelligence and machine learning, researchers and engineers involved in the development of applied machine learning systems, and researchers of forecasting problems in various fields"--
... Vis mere

Hos Booktok
878 kr
Læg i kurv nu
Sikker betaling
23 - 25 hverdage

Specifikationer
Sprog:
Engelsk
Sider:
392
ISBN-13:
9781032306285
Indbinding:
Hardback
ISBN-10:
1032306289
Kategori:
Udg. Dato:
9 aug 2022
Størrelse i cm:
16,2 x 24,0 x 3,0
Oplagsdato:
9 aug 2022
Finder produkter...
Kategori sammenhænge