Exploring Intelligent Decision Support Systems | Current State and New Trends | ISBN 9783319892665

Exploring Intelligent Decision Support Systems

Current State and New Trends

herausgegeben von Rafael Valencia-García, Mario Andrés Paredes-Valverde, María del Pilar Salas-Zárate und Giner Alor-Hernández
Mitwirkende
Herausgegeben vonRafael Valencia-García
Herausgegeben vonMario Andrés Paredes-Valverde
Herausgegeben vonMaría del Pilar Salas-Zárate
Herausgegeben vonGiner Alor-Hernández
Buchcover Exploring Intelligent Decision Support Systems  | EAN 9783319892665 | ISBN 3-319-89266-5 | ISBN 978-3-319-89266-5

Exploring Intelligent Decision Support Systems

Current State and New Trends

herausgegeben von Rafael Valencia-García, Mario Andrés Paredes-Valverde, María del Pilar Salas-Zárate und Giner Alor-Hernández
Mitwirkende
Herausgegeben vonRafael Valencia-García
Herausgegeben vonMario Andrés Paredes-Valverde
Herausgegeben vonMaría del Pilar Salas-Zárate
Herausgegeben vonGiner Alor-Hernández

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.