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Title Soft computing methods for practical environment solutions : techniques and studies / [edited by] Marcos Gestal Pose, Daniel Rivero Cebrian
Published Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), ©2010


Description electronic texts (369 pages : illustrations) : digital files
Contents A Soft Computing Overview / Marcos Gestal, Daniel Rivero -- Artificial Cell Model Used for Information Processing / Enrique Fernández-Blanco [and others] -- Soft Computing Techniques for Human-Computer Interaction / Oscar Déniz [and others] -- LVQ Neural Networks in Color Segmentation / Erik Cuevas [and others] -- 3D Modelling and Artificial Intelligence / G. Marichal [and others] -- User Modeling in Soft Computing Framework / Jose Iglesias, Agapito Ledezma, Araceli Sanchis -- Electromagnetic Optimization using Genetic Algorithms / P. Mukherjee, E. Hines -- Motor Vehicle Improvement Preference Ranking / Malcolm Beynon, Peter Wells -- A Soft Computing System for Modelling the Manufacture of Steel Components / Javier Sedano [and others] -- Soft Computing Techniques in Civil Engineering / Juan Pérez, Juan Rabuñal, Fernando Abella -- Intrinsic Evolvable Hardware Structures / Laurentiu Ionescu [and others] -- Connectionist Systems and Signal Processing Techniques Applied to the Parameterization of Stellar Spectra / Diego Ordóñez [and others] -- Automatic Arrhythmia Detection / Carlos Travieso [and others] -- GA-Based Data Mining Applied to Genetic Data for the Diagnosis of Complex Diseases / Vanessa Aguiar [and others] -- Improving Ontology Alignment through Genetic Algorithms / José Vázquez Naya [and others] -- Characterization and Modelization of Surface Net Radiation through Neural Networks / Antonio Ferreira [and others]
Application of Machine Learning Techniques in the Study of the Relevance of Environmental Factors in Prediction of Tropospheric Ozone / Juan Gómez-Sanchis [and others] -- Evolutionary Lagrangian Inverse Modeling for PM10 Pollutant Dispersion / María Toro -- Artificial Intelligence Applied to Natural Resources Management / Diana Adamatti, Marilton de Aguiar -- Applications of Self-Organizing Maps to Address Environmental Studies / M. Gómez-Carracedo [and others] -- Neural Models for Rainfall Forecasting / A. Moreno [and others]
Summary Nature provides inspiration and guidance in the creation of techniques, applications and new technologies in the fields of artificial intelligence and soft computing. This book presents various practical applications of soft computing techniques in real-world situations and problems, aiming to show the enormous potential of such techniques in solving all kinds of problems. It explores the latest advances in these techniques in an extensive state-of-the-art review and a vast theoretical study. Ideal for students studying AI and researchers familiarizing themselves with such techniques, it offers recent and novel applications, helping expand and explore new areas of research
Analysis Artificial neural networks
Motor vehicle improvement preference ranking
Soft computing for civil engineering
Automatic arrhythmia detection
Data mining for genetic data
Genetic algorithms
Machine learning techniques for the study of environmental factors
Surface net radiation
LVQ neural networks
Evolutionary computation
Bibliography Includes bibliographical references
Notes Title from ebook home page (viewed Aug. 18, 2010)
Also available in print
Mode of access: Internet
Subject Soft computing.
Soft computing -- Environmental aspects
Soft computing -- Industrial applications
Soft computing.
Soft computing -- Industrial applications.
Form Electronic book
Author Gestal Pose, Marcos, 1977-
Rivero Cebrian, Daniel, 1978-
IGI Global.
LC no. 2009040713
ISBN 9781615208944