Swarm intelligence in data mining
Swarm Intelligence is an innovative distributed intelligent paradigm for solving optimization problems that originally took its inspiration from the biological examples by swarming, flocking and herding phenomena in vertebrates. Data Mining is an analytic process designed to explore large amounts of...
Enregistré dans:
| Auteur principal: | |
|---|---|
| Autres auteurs: | , |
| Format: | Livre numérique |
| Langue: | Anglais |
| Publié: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2006.
Cham : Springer Nature |
| Collection: | Studies in Computational Intelligence
34 |
| Accès en ligne: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Note: |
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 in Data Mining, Texte imprimé, 9783642071171 • Swarm Intelligence in Data Mining, Texte imprimé, 9783540825326 • Swarm Intelligence in Data Mining, Texte imprimé, 9783540349556 |
Table des matières:
- Swarm Intelligence in Data Mining
- Ants Constructing Rule-Based Classifiers
- Performing Feature Selection with ACO
- Simultaneous Ant Colony Optimization Algorithms for Learning Linguistic Fuzzy Rules
- Ant Colony Clustering and Feature Extraction for Anomaly Intrusion Detection
- Particle Swarm Optimization for Pattern Recognition and Image Processing
- Data and Text Mining with Hierarchical Clustering Ants
- Swarm Clustering Based on Flowers Pollination by Artificial Bees
- Computer study of the evolution of news foragers' on the Internet
- Data Swarm Clustering
- Clustering Ensemble Using ANT and ART.