Data mining : a heuristic approach /
| Other Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Hershey, PA :
Idea Group,
2002.
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| Subjects: | |
| Online Access: | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=66619 |
Table of Contents:
- General Heuristics
- From Evolution to Immune to Swarm to ...? A Simple Introduction to Modern Heuristics / Hussein A. Abbass
- Approximating Proximity for Fast and Robust Distance-Based Clustering / Vladimir Estivill-Castro, Michael Houle
- Evolutionary Algorithms
- On the Use of Evolutionary Algorithms in Data Mining / Erick Cantu-Paz, Chandrika Kamath
- The discovery of interesting nuggets using heuristic techniques / Beatriz de la Iglesia, Victor J. Rayward-Smith
- Estimation of Distribution Algorithms for Feature Subset Selection in Large Dimensionality Domains / Inaki Inza, Pedro Larranaga, Basilio Sierra
- Towards the Cross-Fertilization of Multiple Heuristics: Evolving Teams of Local Bayesian Learners / Jorge Muruzabal
- Evolution of Spatial Data Templates for Object Classification / Neil Dunstan, Michael de Raadt
- Genetic Programming
- Genetic Programming as a Data-Mining Tool / Peter W.H. Smith
- A Building Block Approach to Genetic Programming for Rule Discovery / A.P. Engelbrecht, Sonja Rouwhorst, L. Schoeman
- Ant Colony Optimization and Immune Systems
- An Ant Colony Algorithm for Classification Rule Discovery / Rafael S. Parpinelli, Heitor S. Lopes, Alex A. Freitas
- Artificial Immune Systems: Using the Immune System as Inspiration for Data Mining / Jon Timmis, Thomas Knight
- aiNet: An Artificial Immune Network for Data Analysis / Leandro Nunes de Castro, Fernando J. Von Zuben
- Parallel Data Mining
- Parallel Data Mining / David Taniar, J. Wenny Rahayu.
