Swarm Intelligence for Multi-objective Problems in Data Mining
The purpose of this book is to collect contributions that are at the intersection of multi-objective optimization, swarm intelligence (specifically, particle swarm optimization and ant colony optimization) and data mining. Such a collection intends to illustrate the potential of multi-objective swar...
Uloženo v:
| Další autoři: | , , |
|---|---|
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Vydání: | 1st ed. 2009. |
| Edice: | Studies in Computational Intelligence
242 |
| On-line přístup: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Poznámka: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Swarm intelligence for multi-objective problems in data mining, Carlos Artemio Coello Coello, Satchidananda Dehuri and Susmita Ghosh (eds.), Berlin, Springer, 2009, 1 vol. (XIV-287 p.), Studies in computational intelligence / editor-in-chief, prof. Janusz Kacprzyk,..., 978-3-642-03624-8 • Swarm Intelligence for Multi-objective Problems in Data Mining, Texte imprimé, 9783642036781 • Swarm intelligence for multi-objective problems in data mining, Carlos Artemio Coello Coello, Satchidananda Dehuri and Susmita Ghosh (eds.), Berlin, Springer, 2009, 1 vol. (XIV-287 p.), Studies in computational intelligence / editor-in-chief, prof. Janusz Kacprzyk,..., 978-3-642-03624-8 • Swarm Intelligence for Multi-objective Problems in Data Mining, Texte imprimé, 9783642260537 |
| LEADER | 04796nam a22003857a 4500 | ||
|---|---|---|---|
| 001 | 941995 | ||
| 008 | 100125q2000 xx ||| |||| 00| 0 eng d | ||
| 009 | PPN139958509 | ||
| 020 | |a 9783642036255 | ||
| 041 | 0 | |a eng | |
| 082 | |a 519 | ||
| 245 | 0 | 0 | |a Swarm Intelligence for Multi-objective Problems in Data Mining |c edited by Carlos Artemio Coello Coello, Satchidananda Dehuri, Susmita Ghosh. |
| 250 | |a 1st ed. 2009. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Studies in Computational Intelligence |v 242 |x 1860-9503 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a An Introduction to Swarm Intelligence for Multi-objective Problems Multi-Criteria Ant Feature Selection Using Fuzzy Classifiers Multiobjective Particle Swarm Optimization in Classification-Rule Learning Using Multi-Objective Particle Swarm Optimization for Designing Novel Classifiers Optimizing Decision Trees Using Multi-objective Particle Swarm Optimization A Discrete Particle Swarm for Multi-objective Problems in Polynomial Neural Networks used for Classification: A Data Mining Perspective Rigorous Runtime Analysis of Swarm Intelligence Algorithms An Overview Mining Rules: A Parallel Multiobjective Particle Swarm Optimization Approach The Basic Principles of Metric Indexing Particle Evolutionary Swarm Multi-Objective Optimization for Vehicle Routing Problem with Time Windows Combining Correlated Data from Multiple Classifiers | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a The purpose of this book is to collect contributions that are at the intersection of multi-objective optimization, swarm intelligence (specifically, particle swarm optimization and ant colony optimization) and data mining. Such a collection intends to illustrate the potential of multi-objective swarm intelligence techniques in data mining, with the aim of motivating more researchers in evolutionary computation and machine learning to do research in this field. This volume consists of eleven chapters, including an introduction that provides the basic concepts of swarm intelligence techniques and a discussion of their use in data mining. Some of the research challenges that must be faced when using swarm intelligence techniques in data mining are also addressed. The rest of the chapters were contributed by leading researchers, and were organized according to the steps normally followed in Knowledge Discovery in Databases (KDD) (i.e., data preprocessing, data mining, and post processing). We hope that this book becomes a valuable reference for those wishing to do research on the use of multi-objective swarm intelligence techniques in data mining and knowledge discovery in databases | ||
| 700 | 1 | |a Coello Coello, Carlos Artemio. |4 pbd | |
| 700 | 1 | |a Dehuri, Satchidananda, |d 19..- |4 pbd | |
| 700 | 1 | |a Ghosh, Susmita. |4 pbd | |
| 776 | 0 | |0 143803778 |t Swarm intelligence for multi-objective problems in data mining |f Carlos Artemio Coello Coello, Satchidananda Dehuri and Susmita Ghosh (eds.) |c Berlin |n Springer |d 2009 |p 1 vol. (XIV-287 p.) |s Studies in computational intelligence / editor-in-chief, prof. Janusz Kacprzyk,... |z 978-3-642-03624-8 | |
| 776 | 0 | |t Swarm Intelligence for Multi-objective Problems in Data Mining |b Texte imprimé |z 9783642036781 | |
| 776 | 0 | |0 143803778 |t Swarm intelligence for multi-objective problems in data mining |f Carlos Artemio Coello Coello, Satchidananda Dehuri and Susmita Ghosh (eds.) |c Berlin |n Springer |d 2009 |p 1 vol. (XIV-287 p.) |s Studies in computational intelligence / editor-in-chief, prof. Janusz Kacprzyk,... |z 978-3-642-03624-8 | |
| 776 | 0 | |t Swarm Intelligence for Multi-objective Problems in Data Mining |b Texte imprimé |z 9783642260537 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-3-642-03625-5 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-27CGNK2L-H |z Accès sur la plateforme Istex | |
| 856 | 4 | |5 452349901:747841152 |u https://ezproxy.univ-orleans.fr/login?url=https://dx.doi.org/10.1007/978-3-642-03625-5 |z Accès Université d'Orléans | |
| 856 | 4 | |5 180339901:750858672 |u https://ezproxy.insa-cvl.fr/login?qurl=https://dx.doi.org/10.1007/978-3-642-03625-5 |z Accès INSA CVL | |
| 997 | |0 941995 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||