Heuristic and Optimization for Knowledge Discovery

Idioma: inglés

Editorial: Idea Group Publishing, 2002

1930708262 / 9781930708266

Librería: killarneybooks, Inagh, Clare, Irlandakillarneybooks

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Hardcover, [x] + 290 pages, NOT ex-library. Front blank endpaper is creased and stuck to the front board. Book is clean and bright with unmarked text, free of inscriptions and stamps. Boards show gentle handling wear. Published without a dust jacket. -- With the large amount of data stored by many organizations, capitalists have observed that this information is an intangible asset. Unfortunately, handling large databases is a very complex process and traditional learning techniques are expensive to use. Heuristic techniques provide much help in this arena, although little is known about heuristic techniques. Heuristic and Optimization for Knowledge Discovery addresses the foundation of this topic, as well as its practical uses, and aims to fill in the gap that exists in current literature. -- Contents: Section One: Introduction: - 1 Introducing Data Mining and Knowledge Discovery; Section Two: Search and Optimization: - 2 A Heuristic Algorithm for Feature Selection Based on Optimization Techniques; 3 Cost-Sensitive Classification Using Decision Trees, Boosting and MetaCost; 4 Heuristic Search-Based Stacking of Classifiers; 5 Designing Component-Based Heuristic Search Engines for Knowledge Discovery; 6 Clustering Mixed Incomplete Data; Section Three: Statistics and Data Mining: - 7 Bayesian Learning; 8 How Size Matters: The Role of Sampling in Data Mining; 9 The Gamma Test; Section Four: Neural Networks and Data Mining: - 10 Neural Networks: Their Use and Abuse for Small Data Sets; 11 How to Train Multilayer Perceptrons Efficiently with Large Data Sets; Section Five: Applications: - 12 Cluster Analysis of Marketing Data Examining On-line Shopping Orientation: A Comparison of K-means and Rough Clustering Approaches; 13 Heuristics in Medical Data Mining; 14 Understanding Credit Card User's Behaviour: A Data Mining Approach; 15 Heuristic Knowledge Discovery for Archaeological Data Using Genetic Algorithms and Rough Sets; Index.

N° de ref. del artículo 005424

Título
Heuristic and Optimization for Knowledge Discovery
Autor
Ruhul A. Sarker; Hussein A. Abbass; Charles S. Newton
Editorial
Idea Group Publishing
Año de publicación
2002
Estado
Good
Encuadernación
Hardcover
Idioma
inglés
ISBN 10
1930708262
ISBN 13
9781930708266

killarneybooks

Inagh, Clare, Irlanda

Vendedor de 5 estrellas

Vendedor de AbeBooks desde 20 de abril de 2017

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ArtículoDe 6 a 7 días hábilesDe 3 a 4 días hábiles
Primer artículoEUR 33,70EUR 38,00
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All U.S.-bound orders are now shipped with UPS for reliable delivery. Additional customs or import fees are highly unlikely; however, please note buyers remain responsible for any duties or taxes that U.S. Customs may assess. -- Killarneybooks is a family-run bookshop based in the Republic of Ireland. We take pride in accurate listings, careful packaging, and prompt service - most orders ship within 24 hours. All books listed are in stock and ready for immediate dispatch - we are not dropshippers. Inquiries always welcome.

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