Artificial neural networks in real-life applications
By: Juan Ramon Rabunal and Julian Dorrado, editors.
Contributors: Rabunal, Juan Ramon, 1973-; Dorrado, Julian, 1970-
Publisher: Idea Group Pub.; IGI Global; Igi Global
Published: 2006
Place of publication: Hershey PA
Language: eng
Number of pages: 375
Subjects: Neural networks (Computer science)
Description: "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.
Notes: Includes bibliographical references and index.
Table of contents: title: Preface
pagenum: vi; label: Section I
title: Biological Modelization; label: Chapter I
title: Neuroglial Behaviour in Computer Science
pagenum: 1
authors: Ana B. Porto; Alejandro Pazos; label: Chapter II
title: Astrocytes and the Biological Neural Networks
pagenum: 22
authors: Eduardo D. Martín; Alfonso Araque; label: Section II
title: Time Series Forecasting; label: Chapter III
title: Time Series Forecasting by Evolutionary Neural Networks
pagenum: 47
authors: Paulo Cortez; Miguel Rocha; José Neves; label: Chapter IV
title: Development of ANN with Adaptive Connections by CE
pagenum: 71
authors: Julián Dorado; Nieves Pedreira; Mónica Miguélez; label: Section III
title: Data Mining; label: Chapter V
title: Self-Adapting Intelligent Neural Systems Using Evolutionary Techniques
pagenum: 94
authors: Daniel Manrique; Juan Ríos; Alfonso Rodríguez-Patón; label: Chapter VI
title: Using Genetic Programming to Extract Knowledge from Artificial Neural Networks
pagenum: 116
authors: Daniel Rivero; Miguel Varela; Javier Pereira; label: Chapter VII
title: Several Approaches to Variable Selection by Means of Genetic Algorithms
pagenum: 141
authors: Marcos Gestal Pose; Alberto Cancela Carollo; José Manuel Andrade Garda; Mari Paz Gómez-Carracedo; label: Section IV
title: Civil Engineering; label: Chapter VIII
title: Hybrid System with Artificial Neural Networks and Evolutionary Computation in Civil Engineering
pagenum: 166
authors: Juan R. Rabuñal; Jerónimo Puertas; label: Chapter IX
title: Prediction of the Consistency of Concrete by Means of the Use of Artificial Neural Networks
pagenum: 188
authors: Belén González; Mª Isabel Martínez; Diego Carro; label: Section V
title: Financial Analysis; label: Chapter X
title: Soft Computing Approach for Bond Rating Prediction
pagenum: 202
authors: J. Sethuraman; label: Chapter XI
title: Predicting Credit Ratings with a GA-MLP Hybrid
pagenum: 220
authors: Robert Perkins; Anthony Brabazon; label: Section VI
title: Other Applications; label: Chapter XII
title: Music and Neural Networks
pagenum: 239
authors: Giuseppe Buzzanca; label: Chapter XIII
title: Connectionist Systems for Fishing Prediction
pagenum: 265
authors: Alfonso Iglesias; Bernardino Arcay; José Manuel Cotos; label: Chapter XIV
title: A Neural Network Approach to Cost Minimization in a Production Scheduling Setting
pagenum: 297
authors: Kun-Chang Lee; Tae-Young Paik; label: Chapter XV
title: Intrusion Detection Using Modern Techniques: Integration of Genetic Algorithms and Rough Sets with Neural Nets
pagenum: 314
authors: Tarun Bhaskar; Narasimha Kamath B.; label: Chapter XVI
title: Cooperative AI Techniques for Stellar Spectra Classification: A Hybrid Strategy
pagenum: 332
authors: Alejandra Rodríguez; Carlos Dafonte; Bernardino Arcay; Iciar Carricajo; Minia Manteiga; title: Glossary
pagenum: 347; title: About the Authors
pagenum: 362; title: Index
pagenum: 371