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Title Exploring Intelligent Decision Support Systems : Current State and New Trends / edited by Rafael Valencia-García, Mario Andrés Paredes-Valverde, María del Pilar Salas-Zárate, Giner Alor-Hernández
Published Cham : Springer International Publishing : Imprint : Springer, 2018
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Description 1 online resource (XXIV, 238 pages 76 illustrations, 62 illustrations in color.) : online resource
Series Studies in Computational Intelligence, 1860-949X ; 764
Studies in computational intelligence ; 764. 1860-949X
Contents FINALGRANT: A Financial Linked Data Graph Analysis and Recommendation Tool -- Constructing and Interrogating Actor Histories -- Challenges in the Design of Decision Support Systems for Port and Maritime Supply Chains -- Analyzing the Impact of a Decision Support System on a Medium Sized Apparel Company -- A Multicriteria Decision Support System Framework for Computer Selection -- An Agent-Based Memetic Algorithm for Solving Three-Level Freight Distribution Problems
Summary This book presents innovative and high-quality research regarding advanced decision support systems (DSSs). It describes the foundations, methods, methodologies, models, tools, and techniques for designing, developing, implementing and evaluating advanced DSSs in different fields, including finance, health, emergency management, industry and pollution control. Decision support systems employ artificial intelligence methods to heuristically address problems that are cannot be solved using formal techniques. In this context, technologies such as the Semantic Web, linked data, big data, and machine learning are being applied to provide integrated support for individuals and organizations to make more rational decisions. The book is organized into two parts. The first part covers decision support systems for industry, while the second part presents case studies related to clinical emergency management and pollution control
Subject Artificial intelligence.
Computational intelligence.
Engineering.
Form Electronic book
Author Alor-Hernández, Giner, 1977- editor
Paredes-Valverde, Mario Andrés, editor
Salas-Zárate, María del Pilar, editor
Valencia-García, Rafael, editor
ISBN 3319740024
9783319740027