Heuristics and optimization for knowledge discovery
- 其他作者: Sarker, Ruhul A. , Abbass, Hussein A. , Newton, Charles S.
- 出版: Hershey, PA : Idea Group Pub. 2002.
- 稽核項: 1 online resource (x, 290 pages) :illustrations.
- 標題: Enterprise ApplicationsBusiness Intelligence Tools. , Heuristic programming. , COMPUTERS Intelligence (AI) & Semantics. , COMPUTERS , Combinatorial optimization. , Electronic books. , COMPUTERS Enterprise Applications -- Business Intelligence Tools. , Intelligence (AI) & Semantics.
- ISBN: 1591400171 , 9781591400172
- ISBN: 1930708262 , 9781930708266
- 試查全文@TNUA:
- 附註: Includes bibliographical references and index. Introducing data mining and knowledge discovery / R. Sarker, H. Abbass, C. Newton -- A heuristic algorithm for feature selection based on optimization techniques / A.M. Bagirov, A.M. Rubinov, J. Yearwood -- Cost-sensitive classification using decision trees, boosting and metacost / Kai Mai Ting -- Heuristic search-based stacking of classifiers / Agapito Ledezma, Ricardo Aler, Daniel Borrajo -- Designing component-based heuristic search engines for knowledge discovery / Craig M. Howard -- Clustering mixed incomplete data / José Ruiz-Schulcloper, Guillermo Sánchez-Diaz, Mongi A. Abidi -- Bayesian learning / Paula Macrossan, Kerrie Mengersen -- How size matters: The role of sampling in data mining / Paul D. Scott -- The gamma test / Antonia J. Jones [and others] -- Neural networks-Their use and abuse for small data sets / Denny Meyer, Andrew Balemi, Chris Wearing -- How to train multilayer perceptrons efficiently with large data sets / Hyeyong Park -- Cluster analysis of marketing data examining on-line shopping orientation: A comparison of k-means and rough clustering approaches / Kevin E. Voges, Nigel K. Ll. Pope, Mark R. Brown -- Heuristics in medical data mining / Susan E. George -- Understanding credit card user's behaviour: A data mining approach / A. de Carvalho [and others] -- Heuristic knowledge discovery for archaeological data using genetic algorthms and rough sets / Alina Lazar.
- 摘要: Annotation
- 電子資源: https://dbs.tnua.edu.tw/login?url=https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=66630
- 系統號: 005297245
- 資料類型: 電子書
- 讀者標籤: 需登入
- 引用網址: 複製連結
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.
來源: Google Book
來源: Google Book
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