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Title Artificial neural networks in real-life applications Juan R. Rabunal, Julián Dorado, [editors]
Published Hershey PA : Idea Group Pub., ©2006

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Description xiv, 375 pages : illustrations ; 26 cm
Contents Section I. Biological Modelization -- Chapter I. Neuroglial Behaviour in Computer Science / Ana B. Porto, Alejandro Pazos -- Chapter II. Astrocytes and the Biological Neural Networks / Eduardo D. Martín, Alfonso Araque
Section II. Time Series Forecasting -- Chapter III. Time Series Forecasting by Evolutionary Neural Networks / Paulo Cortez, Miguel Rocha, José Neves -- Chapter IV. Development of ANN with Adaptive Connections by CE / Julián Dorado, Nieves Pedreira, Mónica Miguélez
Section III. Data Mining -- Chapter V. Self-Adapting Intelligent Neural Systems Using Evolutionary Techniques / Manrique, Juan Ríos, Alfonso Rodríguez-Patón -- Chapter VI. Using Genetic Programming to Extract Knowledge from Artificial Neural Networks / Daniel Rivero, Miguel Varela, Javier Pereira -- Chapter VII. Several Approaches to Variable Selection by Means of Genetic Algorithms / Marcos Gestal Pose, Alberto Cancela Carollo, José Manuel Andrade Garda, Mari Paz Gómez-Carracedo
Section IV. Civil Engineering -- Chapter VIII. Hybrid System with Artificial Neural Networks and Evolutionary Computation in Civil Engineering / Juan R. Rabuñal, Jerónimo Puertas -- Chapter IX. Prediction of the Consistency of Concrete by Means of the Use of Artificial Neural Networks / Belén González, Ma Isabel Martínez, Diego Carro
Section V. Financial Analysis -- Chapter X. Soft Computing Approach for Bond Rating Prediction / J. Sethuraman -- Chapter XI. Predicting Credit Ratings with a GA-MLP Hybrid / Robert Perkins, Anthony Brabazon
Section VI. Other Applications -- Chapter XII. Music and Neural Networks / Giuseppe Buzzanca -- Chapter XIII. Connectionist Systems for Fishing Prediction / Alfonso Iglesias, Bernardino Arcay, José Manuel Cotos -- Chapter XIV. A Neural Network Approach to Cost Minimization in a Production Scheduling Setting / Kun-Chang Lee, Tae-Young Paik -- Chapter XV. Intrusion Detection Using Modern Techniques: Integration of Genetic Algorithms and Rough Sets with Neural Nets / Tarun Bhaskar, Narasimha Kamath B. -- Chapter XVI. Cooperative AI Techniques for Stellar Spectra Classification: A Hybrid Strategy / Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay, Iciar Carricajo, Minia Manteiga -- Glossary -- About the Authors -- Index
Summary "This book offers an outlook of the most recent works at the field of the Artificial Neural Networks (ANN), including theoretical developments and applications of systems using intelligent characteristics for adaptability"--Provided by publisher
Bibliography Includes bibliographical references and index
Subject Neural networks (Computer science)
Neural networks (Computer science)
Form Electronic book
Author Rabunal, Juan Ramon, 1973-
Dorado, Julian, 1970-
LC no. 2005020637
ISBN 1591409020
9781591409021
1591409039
9781591409038
1591409047
9781591409045