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Computational Intelligence

Editat de Alexandru Floares
en Limba Engleză Hardback – 5 feb 2013
Computational intelligence aims to emulate aspects of biological systems for developing software and/or hardware that learns and adapts. Such systems primarily include neural networks, fuzzy logic systems and evolutionary computation each of them including multiple active and fast growing research directions. This book presents new and ground-breaking research from world-renowned experts focusing on various topics related to computational intelligence. What makes this book particularly interesting is the variety of subjects attained, which offer a global perspective on this central research field in the Knowledge Age.
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Specificații

ISBN-13: 9781620819012
ISBN-10: 1620819015
Pagini: 212
Ilustrații: Illustrations
Dimensiuni: 184 x 264 x 19 mm
Greutate: 0.6 kg
Editura: Nova Science Publishers Inc

Cuprins

Preface; Semi-supervised Learning; Local Tangent Space Laplacian Eigenmaps; Multi-Step Model of Switching Reinforcement Learning to Mimic Infants` Motor Development; Reverse Engineering Networks as Ordinary Differential Equations Systems; The Relevance of Bayesian Experimental Design for Modeling in Systems Biology; Topographic Maps for clustering & fast identification of bacteria using 16S housekeeping gene; Cognitive Modelling of Language Acquisition with Complex Networks; Process Mining & Visual Analytics: Breathing Life into Business Process Models.