Intelligent Decision Support Systems (Hardcover, 1st ed. 2022)

This book presents the potential use and implementation of intelligent techniques in decision making processes involved in organizations and companies. It provides a thorough analysis of decisions, reviewing the classical decision theory, and describing usual methods for modeling the decision process. It describes the chronological evolution of Decision Support Systems (DSS) from early Management Information Systems until the appearance of Intelligent Decision Support Systems (IDSS). It explains the most commonly used intelligent techniques, both data-driven and model-driven, and illustrates the use of knowledge models in Decision Support through case studies. The author pays special attention to the whole Data Science process, which provides intelligent data-driven models in IDSS. The book describes main uncertainty models used in Artificial Intelligence to model inexactness; covers recommender systems; and reviews available development tools for inducing data-driven models, for using model-driven methods and for aiding the development of Intelligent Decision Support Systems

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Release date:	March 2022
First published:	2022
Authors:	Miquel Sanchez-Marre
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	806
Edition:	1st ed. 2022
ISBN-13:	978-3-03-087789-7
Categories:	Books > Professional & Technical > Technology: general issues > Engineering: general Books > Business & Economics > Business & management > Management & management techniques > Operational research Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General Books > Computing & IT > Applications of computing > Databases > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-03-087789-2
Barcode:	9783030877897

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