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Machine Learning for Brain Disorders

Author:Colliot Olivier
Publisher:Springer Nature
Abstract: This Open Access volume provides readers with an up-to-date and comprehensive guide to both methodo…

Development of a modular Knowledge-Discovery Framework based on Machine Learning

Author:Botticelli Massimilian
Publisher:KIT Scientific Publishing
Abstract: In this work, a novel knowledge discovery framework able to analyze data produced in the Gasoline D…

Machine Learning and Its Application to Reacting Flows

Author:Swaminathan Nedunchezhian, Parente Alessandro
Publisher:Springer Nature
Abstract: This open access book introduces and explains machine learning (ML) algorithms and techniques devel…

Hyperparameter Tuning for Machine and Deep Learning with R

Author:Bartz Eva, Bartz-Beielstein Thomas, Zaefferer Martin, Mersmann Olaf
Publisher:Springer Nature
Abstract: This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tun…

Convex Optimization for Machine Learning

Author:Suh Changho
Publisher:Now Publishers
Abstract: This book covers an introduction to convex optimization, one of the powerful and tractable optimiza…

Multivariate Statistical Machine Learning Methods for Genomic Prediction

Author:Montesinos López Osval Antonio, Montesinos López Abelardo, Crossa Jos
Publisher:Springer Nature
Abstract: This book is open access under a CC BY 4.0 license This open access book brings together the latest…

Chapter Machine Learning Models for Industrial Applications

Author:Enislay Ramentol, Tomas Olsson, Shaibal Baru
Publisher:InTechOpen
Abstract: More and more industries are aspiring to achieve a successful production using the known artificial…

Chapter Machine Learning Techniques to Mitigate Nonlinear Phase Noise in Moderate Baud Rate Optical Communication Systems

Author:Bogoni A., Fern&#225 o, ndez E., C&#225 a, rdenas Soto A., Guerrero Gonzalez N., Serafino G., Ghelfi P
Publisher:InTechOpen
Abstract: Nonlinear phase noise (NLPN) is the most common impairment that degrades the performance of radio-o…

Chapter Machine Learning in Volcanology: A Review

Author:Carniel Roberto, Guzmán Silvin
Publisher:InTechOpen
Abstract: A volcano is a complex system, and the characterization of its state at any given time is not an ea…

Chapter Vision Goes Symbolic Without Loss of Information Within the Preattentive Vision Phase: The Need to Shift the Learning Paradigm from Machine-L…

Author:Baraldi Andre
Publisher:InTechOpen
Abstract: Optical physics
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