Swarm Intelligence in Data Mining

By Vitorino Ramos and Crina Grosan

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 3642071171
• ISBN13: 9783642071171
• Release Date: November 2010
• Publisher: Springer
• Length: 268 Pages
• Weight: 0.90 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"