Data Mining: A Heuristic Approach

Data Mining: A Heuristic Approach
Author: Abbass, Hussein A.
Publisher: IGI Global
Total Pages: 310
Release: 2001-07-01
Genre: Computers
ISBN: 1591400112

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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. Data Mining: A Heuristic Approach will be a repository for the applications of these techniques in the area of data mining.


Data Mining: A Heuristic Approach
Language: en
Pages: 310
Authors: Abbass, Hussein A.
Categories: Computers
Type: BOOK - Published: 2001-07-01 - Publisher: IGI Global

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Real life problems are known to be messy, dynamic and multi-objective, and involve high levels of uncertainty and constraints. Because traditional problem-solvi
Heuristic Data Sampling Approach for Data Mining Preparation Under Big Data Environment
Language: en
Pages:
Authors: 彭懷德
Categories:
Type: BOOK - Published: 2014 - Publisher:

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Heuristics in Analytics
Language: en
Pages: 256
Authors: Carlos Andre Reis Pinheiro
Categories: Business & Economics
Type: BOOK - Published: 2014-01-31 - Publisher: John Wiley & Sons

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Employ heuristic adjustments for truly accurate analysis Heuristics in Analytics presents an approach to analysis that accounts for the randomness of business a
Data Mining and Constraint Programming
Language: en
Pages: 352
Authors: Christian Bessiere
Categories: Computers
Type: BOOK - Published: 2016-12-01 - Publisher: Springer

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A successful integration of constraint programming and data mining has the potential to lead to a new ICT paradigm with far reaching implications. It could chan
Data Mining and Knowledge Discovery via Logic-Based Methods
Language: en
Pages: 371
Authors: Evangelos Triantaphyllou
Categories: Computers
Type: BOOK - Published: 2010-06-08 - Publisher: Springer Science & Business Media

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The importance of having ef cient and effective methods for data mining and kn- ledge discovery (DM&KD), to which the present book is devoted, grows every day a