Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions

Nonfiction, Science & Nature, Mathematics, Applied, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov ISBN: 9783030128548
Publisher: Springer International Publishing Publication: March 13, 2019
Imprint: Springer Language: English
Author: Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
ISBN: 9783030128548
Publisher: Springer International Publishing
Publication: March 13, 2019
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Low-Angle Polarized Neutron and X-Ray Scattering from Magnetic Nanolayers and Nanostructures by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Computer Vision – ACCV 2016 by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Patricia Highsmith on Screen by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book EPSA15 Selected Papers by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Biologics to Treat Substance Use Disorders by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Science of Crystal Structures by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Electrochemistry and Corrosion Science by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Nonlinear Dynamics, Volume 2 by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Connectivity of Communication Networks by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Universal Access in Human-Computer Interaction. Access to Interaction by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Smart Markets for Water Resources by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Economic Crisis, Development and Competitiveness in Southeastern Europe by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Converting to Islam by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Advances in Web-Based Learning – ICWL 2017 by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
Cover of the book Paradox Lost by Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy