Format:
xiii, 233 Seiten
,
Illustrationen, Diagramme
Edition:
First edition
ISBN:
9781138364509
Series Statement:
A Chapman & Hall book
Content:
"This book introduces artificial neural networks to students and professionals. It covers the theory and applications in statistical learning methods with concrete Python code examples. Statistical topics covered include multivariate statistics (Cluster, Classification, Dimension Reduction, Projection Pursuit, Nonlinear Regression) Survival Analysis (Cox Model and Extensions) Control, Chart and Statistical Inference. Illustrative examples will be mainly from medicine, engineering, and economics"--
Note:
Literaturverzeichnis: Seite 215-231
,
Fundamental concepts on neural networks -- Some common neural network models -- Multivariate statistics neural network models -- Regression neural network models -- Survival analysis and other networks.
Additional Edition:
ISBN 9780429431296
Additional Edition:
Erscheint auch als Online-Ausgabe Pereira, Basilio de Bragança Statistical learning using neural networks Boca Raton : CRC Press, Taylor & Francis Group,, 2020 ISBN 9780429431296
Additional Edition:
ISBN 0429431295
Additional Edition:
ISBN 9780429775550
Additional Edition:
ISBN 0429775555
Additional Edition:
ISBN 9780429775543
Additional Edition:
ISBN 0429775547
Additional Edition:
ISBN 9780429775536
Additional Edition:
ISBN 0429775539
Language:
English
Keywords:
Multivariate Analyse
;
Maschinelles Lernen
;
Neuronales Netz
;
Python
;
Statistik
;
Data Science
;
Python
;
Neuronales Netz
Author information:
Rao, Calyampudi Radhakrishna 1920-2023
Author information:
Borges de Oliveira, Fábio
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