Swarm Intelligence in Data Mining

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Abraham, Ajith (Επιμελητής έκδοσης), Grosan, Crina (Επιμελητής έκδοσης), Ramos, Vitorino (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Σειρά: Studies in Computational Intelligence, 34
• Θέματα: Computer science.; Computers.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Computer Science.; Theory of Computation.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).

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...

Πίνακας περιεχομένων:

• 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.