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Data mining : a heuristic approach / [edited by] Hussein Aly Abbass, Ruhul Amin Sarker, Charles S. Newton.

Συντελεστής(ές): Τύπος υλικού: ΚείμενοΚείμενοΛεπτομέρειες δημοσίευσης: Hershey, PA : Idea Group, 2002.Περιγραφή: 1 online resource (ix, 300 pages) : illustrationsΤύπος περιεχομένου:
  • text
Τύπος υλικού:
  • computer
Τύπος φορέα:
  • online resource
ISBN:
  • 1591400112
  • 9781591400110
  • 1930708254
  • 9781930708259
Θέμα(τα): Είδος/Μορφή: Επιπρόσθετες φυσικές μορφές: Print version:: Data mining.Ταξινόμηση DDC:
  • 006.3 21
LOC classification:
  • QA76.9.D343 D36 2002eb
Άλλη ταξινόμηση:
  • ST 530
Πηγές στο διαδίκτυο:
Περιεχόμενα:
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.
Σημείωση ενεργειών:
  • digitized 2010 committed to preserve
Δεν αντιστοιχούν φυσικά τεκμήρια σε αυτήν την εγγραφή

Includes bibliographical references and index.

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.

Use copy Restrictions unspecified star MiAaHDL

Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2010. MiAaHDL

Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. MiAaHDL

http://purl.oclc.org/DLF/benchrepro0212

digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL

Print version record.

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