東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Decision and inhibitory trees and ru...

Alsolami, Fawaz.

Linked to FindBook

Google Book

Amazon

博客來

Decision and inhibitory trees and rules for decision tables with many-valued decisions

Record Type:	Electronic resources : Monograph/item
Title/Author:	Decision and inhibitory trees and rules for decision tables with many-valued decisions/ by Fawaz Alsolami ... [et al.].
other author:	Alsolami, Fawaz.
Published:	Cham :Springer International Publishing : : 2020.,
Description:	xvii, 276 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Decision trees. -
Online resource:	https://doi.org/10.1007/978-3-030-12854-8
ISBN:	9783030128548

Decision and inhibitory trees and rules for decision tables with many-valued decisions
Decision and inhibitory trees and rules for decision tables with many-valued decisions[electronic resource] /by Fawaz Alsolami ... [et al.]. - Cham :Springer International Publishing :2020. - xvii, 276 p. :ill., digital ;24 cm. - Intelligent systems reference library,v.1561868-4394 ;. - Intelligent systems reference library ;v.156..

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.

ISBN: 9783030128548

Standard No.: 10.1007/978-3-030-12854-8doiSubjects--Topical Terms:

827433
Decision trees.

LC Class. No.: HD30.23

Dewey Class. No.: 658.403

Decision and inhibitory trees and rules for decision tables with many-valued decisions
LDR:01977nmm a2200325 a 4500 001 2213404
003 DE-He213
005 20200207140251.0
006 m d
007 cr nn 008maaau
008 201117s2020 sz s 0 eng d
020 $a 9783030128548 $q (electronic bk.)
020 $a 9783030128531 $q (paper)
024 7 $a 10.1007/978-3-030-12854-8 $2 doi
035 $a 978-3-030-12854-8
040 $a GP $c GP
041 0 $a eng
050 4 $a HD30.23
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 658.403 $2 23
090 $a HD30.23 $b .D294 2020
245 0 0 $a Decision and inhibitory trees and rules for decision tables with many-valued decisions $h [electronic resource] / $c by Fawaz Alsolami ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a xvii, 276 p. : $b ill., digital ; $c 24 cm.
490 1 $a Intelligent systems reference library, $x 1868-4394 ; $v v.156
520 $a 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.
650 0 $a Decision trees. $3 827433
650 1 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Optimization. $3 891104
700 1 $a Alsolami, Fawaz. $3 3442841
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a Intelligent systems reference library ; $v v.156. $3 3442842
856 4 0 $u https://doi.org/10.1007/978-3-030-12854-8
950 $a Intelligent Technologies and Robotics (Springer-42732)