Foundations of Computational Intelligence Volume 4 Bio-Inspired Data Mining /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Abraham, Ajith (Επιμελητής έκδοσης), Hassanien, Aboul-Ella (Επιμελητής έκδοσης), Carvalho, André Ponce de Leon F. de (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Σειρά: Studies in Computational Intelligence, 204
• Θέματα: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).

Recent advances in the computing and electronics technology, particularly in sensor devices, databases and distributed systems, are leading to an exponential growth in the amount of data stored in databases. It has been estimated that this amount doubles every 20 years. For some applications, this i...

Πίνακας περιεχομένων:

• Bio-Inspired Approaches in Sequence and Data Streams
• Adaptive and Self-adaptive Techniques for Evolutionary Forecasting Applications Set in Dynamic and Uncertain Environments
• Sequence Pattern Mining
• Growing Self-Organizing Map for Online Continuous Clustering
• Synthesis of Spatio-temporal Models by the Evolution of Non-uniform Cellular Automata
• Bio-Inspired Approaches in Classification Problem
• Genetic Selection Algorithm and Cloning for Data Mining with GMDH Method
• Inducing Relational Fuzzy Classification Rules by Means of Cooperative Coevolution
• Post-processing Evolved Decision Trees
• Evolutionary Fuzzy and Swarm in Clustering Problems
• Evolutionary Fuzzy Clustering: An Overview and Efficiency Issues
• Stability-Based Model Order Selection for Clustering Using Multiple Cooperative Particle Swarms
• Genetic and Evolutionary Algorithms in Bioinformatics
• Data-Mining Protein Structure by Clustering, Segmentation and Evolutionary Algorithms
• A Clustering Genetic Algorithm for Genomic Data Mining
• Detection of Remote Protein Homologs Using Social Programming
• Bio-Inspired Approaches in Information Retrieval and Visualization
• Optimizing Information Retrieval Using Evolutionary Algorithms and Fuzzy Inference System
• Web Data Clustering
• Efficient Construction of Image Feature Extraction Programs by Using Linear Genetic Programming with Fitness Retrieval and Intermediate-Result Caching
• Mining Network Traffic Data for Attacks through MOVICAB-IDS.