The Resource Data mining : a heuristic approach, [edited by] Hussein A. Abbass, Ruhul A. Sarker, Charles S. Newton

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

Label
Data mining : a heuristic approach
Title
Data mining
Title remainder
a heuristic approach
Statement of responsibility
[edited by] Hussein A. Abbass, Ruhul A. Sarker, Charles S. Newton
Contributor
Subject
Language
eng
Summary
Real life problems are known to be messy, dynamic and multi-objective, and involve high levels of uncertainty and constraints. Because traditional problem-solving methods are no longer capable of handling this level of complexity, heuristic search methods have attracted increasing attention in recent years for solving such problems. Inspired by nature, biology, statistical mechanics, physics and neuroscience, heuristics techniques are used to solve many problems where traditional methods have failed. This book will be a repository for the applications of these techniques in the area of data mining
Cataloging source
QE2
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
QA76.9.D343
LC item number
D36 2002e
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Target audience
  • adult
  • specialized
Label
Data mining : a heuristic approach, [edited by] Hussein A. Abbass, Ruhul A. Sarker, Charles S. Newton
Publication
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1. From evolution to immune to swarm to? A simple introduction to modern heuristics / Jay Rodstein, Katherine Watters -- 2. Approximating proximity to fast and robust distance-based clustering / Vladimir Estivill-Castro, Michael Houle -- 3. On the use of evolutionary algorithms in data mining / Erick Cantu-Paz -- 4. The discovery of interesting nuggets using heuristic techniques / Beatriz de la Iglesia, Victor Rayward-Smith -- 5. Estimation of distribution algorithms for feature subset selection in large dimensionality domains / Inaki Inza, Pedro Larranaga, Basilio Sierra -- 6. Towards the cross-fertilization of multiple heuristics / Jorge Muruzabal -- 7. Evolution of spatial data templates for object classification / Neil Dunstan, Michael de Raadt-- 8. Genetic programming as a data-mining tool / Peter Smith -- 9. A building block approach to genetic programming for rule discovery / A. Engelbrecht, L. Schoeman, Sonja Rouwhorst -- 10. An ant colony algorithm for classification rule discovery / Rafael Parpinelli, Heitor Lopes, Alex Freitas -- 11. Artificial immune systems / Jonathan Timmis, Thomas Knight -- 12. aiNet / Leandro Nunes de Castro, Fernando Von Zuben -- 13. Parallel data mining / David Taniar, J. Rahayu
Control code
ocn707611565
Extent
1 online resource (electronic texts (iv, 300 pages
Form of item
online
Isbn
9781591400110
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.4018/978-1-93070-825-9
Other physical details
illustrations))
http://library.link/vocab/recordID
.b36711081
Specific material designation
remote
System control number
  • (OCoLC)707611565
  • infosci1591400112

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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