Detalhes MARC
| 000 -LÍDER (NR) |
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| fixed length control field |
04639nam a2200421 a 4500 |
| 001 - NÚMERO DE CONTROLE (NR) |
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9910098990206341 |
| 003 - CÓDIGO MARC DA AGÊNCIA CATALOGADORA (NR) |
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| control field |
BR-ReIFE |
| 005 - DATA E HORA DA ÚLTIMA ATUALIZAÇÃO (NR |
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| control field |
20260323154048.0 |
| 006 - CAMPO FIXO - MATERIAL ADICIONAL - (R) |
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| Campo Fixo - Material Adicional |
m o d | |
| 007 - CAMPO FIXO - DESCRIÇÃO FÍSICA -- INFORMAÇÃO GERAL (R) |
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| Descrição Física - Informação Geral (R) |
cr#-n--------- |
| 008 - CAMPO DE TAMANHO FIXO - (NR) |
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| fixed length control field |
070522s2007 ne a ob 001 0 eng |
| 020 ## - ISBN - INTERNATIONAL STANDARD BOOK NUMBER (R) |
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| International Standard Book Number |
9781558607590 |
| 040 ## - FONTE DA CATALOGAÇÃO (NR) |
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| Código da Agência Catalogadora (NR) |
MiAaPQ |
| Language of cataloging |
eng |
| Description conventions |
rda |
| -- |
pn |
| Agência que transcreveu o registro |
MiAaPQ |
| Agência que alterou o registro (R) |
MiAaPQ |
| 041 ## - CÓDIGO DO IDIOMA (R) |
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| Código do idioma do texto / trilha sonora ou título diferente (R) |
eng |
| 082 0# - NÚMERO DE CLASSIFICAÇÃO DECIMAL DE DEWEY (CDD) (R) |
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| Número da Classificação (R) |
006.3 |
| Número da edição (NR) |
22 |
| Número do item (NR) |
E16c |
| 090 ## - NÚMERO DE CHAMADA LOCAL |
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| Número de chamada |
006.3 |
| Cutter |
E16c |
| 100 1# - ENTRADA PRINCIPAL - NOME PESSOAL (NR) |
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| Nome pessoal (NR) |
Eberhart, Russell C. |
| 245 10 - TÍTULO PRINCIPAL (NR) |
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| Título principal (NR) |
Computational intelligence : |
| Subtítulo (NR) |
concepts to implementations / |
| Indicação de responsabilidade (NR) |
Russell C. Eberhart, Yuhui Shi. |
| 250 ## - EDIÇÃO (R) |
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| Edição (NR) |
1st edition |
| 260 ## - IMPRENTA (PUBLICAÇÃO, DISTRIBUIÇÃO, ETC.) (R) |
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| Lugar de publicação, distribuição, etc. (R) |
Amsterdam ; |
| -- |
Boston : |
| Nome do editor, distribuidor, etc. (R) |
Elsevier/Morgan Kaufmann Publishers, |
| Data de publicação, distribuição, etc. (R) |
c2007. |
| 300 ## - DESCRIÇÃO FÍSICA (R) |
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| Extensão (R) |
467 p. |
| 500 ## - NOTA GERAL (R) |
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| Nota geral (NR) |
Description based upon print version of record. |
| 504 ## - NOTA DE BIBLIOGRAFIA, ETC. (R) |
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| Nota de bibliografia (NR) |
Includes bibliographical references (p. 439-453) and index. |
| 505 0# - NOTA DE CONTEÚDO (R) |
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| Nota de conteúdo (NR) |
Front Cover; Computational Intelligence; Copyright Page; Table of Contents; Preface; Chapter 1. Foundations; Definitions; Biological Basis for Neural Networks; Behavioral Motivations for Fuzzy Logic; Myths about Computational Intelligence; Computational Intelligence Application Areas; Summary; Exercises; Chapter 2. Computational Intelligence; Adaptation; Self-organization and Evolution; Historical Views of Computational Intelligence; Computational Intelligence as Adaptation and Self-organization; The Ability to Generalize |
| 505 8# - NOTA DE CONTEÚDO (R) |
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| Nota de conteúdo (NR) |
Computational Intelligence and Soft Computing versus Artificial Intelligence and Hard ComputingSummary; Exercises; Chapter 3. Evolutionary Computation Concepts and Paradigms; History of Evolutionary Computation; Evolutionary Computation Overview; Genetic Algorithms; Evolutionary Programming; Evolution Strategies; Genetic Programming; Particle Swarm Optimization; Summary; Exercises; Chapter 4. Evolutionary Computation Implementations; Implementation Issues; Genetic Algorithm Implementation; Particle Swarm Optimization Implementation; Summary; Exercises |
| 505 8# - NOTA DE CONTEÚDO (R) |
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| Nota de conteúdo (NR) |
Chapter 5. Neural Network Concepts and ParadigmsNeural Network History; What Neural Networks are and Why They are Useful; Neural Network Components and Terminology; Neural Network Topologies; Neural Network Adaptation; Comparing Neural Networks and Other Information Processing Methods; Preprocessing; Postprocessing; Summary; Exercises; Chapter 6. Neural Network Implementations; Implementation Issues; Back-propagation Implementation; The Kohonen Network Implementations; Evolutionary Back-propagation Network Implementation; Summary; Exercises; Chapter 7. Fuzzy Systems Conceptsand Paradigms |
| 505 8# - NOTA DE CONTEÚDO (R) |
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| Nota de conteúdo (NR) |
HistoryFuzzy Sets and Fuzzy Logic; The Theory of Fuzzy Sets; Approximate Reasoning; Developing a Fuzzy Controller; Summary; Exercises; Chapter 8. Fuzzy Systems Implementations; Implementation Issues; Fuzzy Rule System Implementation; Evolving Fuzzy Rule Systems; Summary; Exercises; Chapter 9. Computational Intelligence Implementations; Implementation Issues; Fuzzy Evolutionary Fuzzy Rule System Implementation; Choosing the Best Tools; Applying Computational Intelligence to Data Mining; Summary; Exercises; Chapter 10. Performance Metrics; General Issues; Percent Correct |
| 505 8# - NOTA DE CONTEÚDO (R) |
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| Nota de conteúdo (NR) |
Average Sum-squared ErrorAbsolute Error; Normalized Error; Evolutionary Algorithm Effectiveness Metrics; Mann-Whitney U Test; Receiver Operating Characteristic Curves; Recall and Precision; Other ROC-related Measures; Confusion Matrices; Chi-square Test; Summary; Exercises; Chapter 11. Analysis and Explanation; Sensitivity Analysis; Hinton Diagrams; Computational Intelligence Tools for Explanation Facilities; Summary; Exercises; Bibliography; Index; About the Authors; Chapter 12. Case Study Summaries; Case Study Preview; Case Study 1: Detection of Electroencephalogram Spikes |
| 505 8# - NOTA DE CONTEÚDO (R) |
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| Nota de conteúdo (NR) |
Case Study 2: Determining Battery State of Charge |
| 520 ## - NOTA DE RESUMO, ETC (R) |
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| Nota de resumo etc. (NR) |
Russ Eberhart and Yuhui Shi have succeeded in integrating various natural and engineering disciplines to establish Computational Intelligence. This is the first comprehensive textbook, including lots of practical examples. -Shun-ichi Amari, RIKEN Brain Science Institute, JapanThis book is an excellent choice on its own, but, as in my case, will form the foundation for our advanced graduate courses in the CI disciplines. -James M. Keller, University of Missouri-ColumbiaThe excellent new book by Eberhart and Shi asserts that computational intelligence rests on a foundation of evo |
| 546 ## - LANGUAGE NOTE |
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| Language note |
English |
| 650 #0 - ASSUNTO TÓPICO (R) |
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| Topical term or geographic name entry element |
Computational intelligence. |
| 650 #0 - ASSUNTO TÓPICO (R) |
|---|
| Topical term or geographic name entry element |
Neural networks (Neurobiology) |
| 700 1# - ENTRADA SECUNDÁRIA - NOME PESSOAL (R) |
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| Nome pessoal (NR) |
Shi, Yuhui. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
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| International Standard Book Number |
9781558607590 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
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| International Standard Book Number |
1558607595 |
| 942 ## - ELEMENTOS DE ENTRADA ADICIONADOS (KOHA) |
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| Fonte de classificação |
Dewey Decimal Classification |
| Tipo de item Koha |
Livros |
