Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions PDF Download
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Author: Fawaz Alsolami
Publisher: Springer
ISBN: 3030128547
Category : Technology & Engineering
Languages : en
Pages : 280
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Book Description
The results presented here (including the assessment of a new tool – inhibitory trees) offer valuable tools for researchers in the areas of data mining, knowledge discovery, and machine learning, especially those whose work involves decision tables with many-valued decisions. The authors consider various examples of problems and corresponding decision tables with many-valued decisions, discuss the difference between decision and inhibitory trees and rules, and develop tools for their analysis and design. Applications include the study of totally optimal (optimal in relation to a number of criteria simultaneously) decision and inhibitory trees and rules; the comparison of greedy heuristics for tree and rule construction as single-criterion and bi-criteria optimization algorithms; and the development of a restricted multi-pruning approach used in classification and knowledge representation.
Author: Fawaz Alsolami
Publisher: Springer
ISBN: 3030128547
Category : Technology & Engineering
Languages : en
Pages : 280
Get Book Here
Book Description
The results presented here (including the assessment of a new tool – inhibitory trees) offer valuable tools for researchers in the areas of data mining, knowledge discovery, and machine learning, especially those whose work involves decision tables with many-valued decisions. The authors consider various examples of problems and corresponding decision tables with many-valued decisions, discuss the difference between decision and inhibitory trees and rules, and develop tools for their analysis and design. Applications include the study of totally optimal (optimal in relation to a number of criteria simultaneously) decision and inhibitory trees and rules; the comparison of greedy heuristics for tree and rule construction as single-criterion and bi-criteria optimization algorithms; and the development of a restricted multi-pruning approach used in classification and knowledge representation.
Author: Solomon L. Pollack
Publisher: John Wiley & Sons
ISBN:
Category : Business & Economics
Languages : en
Pages : 212
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Book Description
Author: J.B. Dixit
Publisher: Firewall Media
ISBN: 9788131802663
Category : Information technology
Languages : en
Pages : 452
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Book Description
Author: Michael Montalbano
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 214
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Book Description
“The objective of this book is to introduce the reader to the decision table as a tool for putting procedure descriptions in digital form.” Preface.
Author: Richard B. Hurley
Publisher: Van Nostrand Reinhold Company
ISBN:
Category : Computers
Languages : en
Pages : 200
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Book Description
When one thinks of programming, one thinks of programming languages and lines of coding. The principles of decision table programming, however, require very little in the way of coding and language details. In the context of software engineering, the concern is with a method of problem solving, treating a program in small, manageable pieces, and tying them together with a precise vehicle of communication. This book attempts to teach what decision tables are, and how to formulate and manipulate them. Designed for practicing programmers, software designers, analysts, testers, documenters, subject-matter specialists, and computer users who have some programming experience. There is very little mathematical content, no formal mathematical background is needed.
Author: Barbara von Halle
Publisher: CRC Press
ISBN: 1420082825
Category : Computers
Languages : en
Pages : 556
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Book Description
In the current fast-paced and constantly changing business environment, it is more important than ever for organizations to be agile, monitor business performance, and meet with increasingly stringent compliance requirements. Written by pioneering consultants and bestselling authors with track records of international success, The Decision Model: A
Author: Ronald G. Ross
Publisher: Addison-Wesley Professional
ISBN: 9780201788938
Category : Business & Economics
Languages : en
Pages : 404
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Book Description
The idea of Business Rules has been around for a while. Simply put, a Business Rule is a statement that defines or constrains some aspect of the business. In practice they are meant to reduce or eliminate the delays, waste, and frustration associated with the IT department having to be involved with almost every action affecting an organization's information systems. The advent of Web services has created renewed interest in them. There are now several well established rules-based products that have demonstrated the effectiveness of their use. But until now there has not been a definitive guide to Business Rules. Ron Ross, considered to be the father of Business Rules, will help organizations apply this powerful solution to their own computer system problems. This book is intended to be the first book that anyone from an IT manager to a business manager will read to understand what Business Rules are, and what how they can be applied to their own situation.
Author: Sourav S. Bhowmick
Publisher: Springer Science & Business Media
ISBN: 3540856536
Category : Computers
Languages : en
Pages : 872
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Book Description
This book constitutes the refereed proceedings of the 19th International Conference on Database and Expert Systems Applications, DEXA 2008, held in Turin, Italy, in September 2008. The 74 revised full papers presented together with 1 invited paper were carefully reviewed and selected from 208 submissions. The papers are organized in topical sections on data privacy; temporal, spatial and high dimensional databases; semantic Web and ontologies; query processing; Web and information retrieval; mobile data and information; data and information streams; data mining algorithms; multimedia databases; data mining systems, data warehousing, OLAP; data and information semantics; XML databases; applications of database, information, and decision support systems; and schema, process and knowledge modelling and evolution.
Author: B. B. Agarwal
Publisher: Jones & Bartlett Learning
ISBN: 9781934015551
Category : Computers
Languages : en
Pages : 534
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Book Description
This book is designed for use as an introductory software engineering course or as a reference for programmers. Up-to-date text uses both theory applications to design reliable, error-free software. Includes a companion CD-ROM with source code third-party software engineering applications.
Author: Shusaku Tsumoto
Publisher: Springer Science & Business Media
ISBN: 3540221174
Category : Computers
Languages : en
Pages : 871
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Book Description
In recent years rough set theory has attracted the attention of many researchers and practitioners all over the world, who have contributed essentially to its development and applications. Weareobservingagrowingresearchinterestinthefoundationsofroughsets, including the various logical, mathematical and philosophical aspects of rough sets. Some relationships have already been established between rough sets and other approaches, and also with a wide range of hybrid systems. As a result, rough sets are linked with decision system modeling and analysis of complex systems, fuzzy sets, neural networks, evolutionary computing, data mining and knowledge discovery, pattern recognition, machine learning, and approximate reasoning. In particular, rough sets are used in probabilistic reasoning, granular computing (including information granule calculi based on rough mereology), intelligent control, intelligent agent modeling, identi?cation of autonomous s- tems, and process speci?cation. Methods based on rough set theory alone or in combination with other - proacheshavebeendiscoveredwith awide rangeofapplicationsinsuchareasas: acoustics, bioinformatics, business and ?nance, chemistry, computer engineering (e.g., data compression, digital image processing, digital signal processing, p- allel and distributed computer systems, sensor fusion, fractal engineering), de- sion analysis and systems, economics, electrical engineering (e.g., control, signal analysis, power systems), environmental studies, informatics, medicine, mole- lar biology, musicology, neurology, robotics, social science, software engineering, spatial visualization, Web engineering, and Web mining.
