Ajith Abraham,
Crina Grosan,
Vitorino Ramos
Springer Berlin Heidelberg
0e druk, 2010
9783642071171
Swarm Intelligence in Data Mining
Specificaties
Paperback, 268 blz.
|
Engels
Springer Berlin Heidelberg |
0e druk, 2010
ISBN13: 9783642071171
Rubricering
Onderdeel van serie
Studies in Computational Intelligence
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
This volume examines the application of swarm intelligence in data mining, addressing the issues of swarm intelligence and data mining using novel intelligent approaches. The book comprises 11 chapters including an introduction reviewing fundamental definitions and important research challenges. Important features include a detailed overview of swarm intelligence and data mining paradigms, focused coverage of timely, advanced data mining topics, state-of-the-art theoretical research and application developments and contributions by pioneers in the field.
Specificaties
ISBN13:9783642071171
Taal:Engels
Bindwijze:paperback
Aantal pagina's:268
Uitgever:Springer Berlin Heidelberg
Druk:0
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Inhoudsopgave
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.