Exploring Intelligent Decision Support Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Exploring Intelligent Decision Support Systems write by Rafael Valencia-García. This book was released on 2018-02-07. Exploring Intelligent Decision Support Systems available in PDF, EPUB and Kindle. 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.
Designing and Exploring Intelligent Decision Support Systems
Designing and Exploring Intelligent Decision Support Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Designing and Exploring Intelligent Decision Support Systems write by Karl Grajczyk. This book was released on 2010-02-15. Designing and Exploring Intelligent Decision Support Systems available in PDF, EPUB and Kindle. Seminar paper from the year 2008 in the subject Computer Science - Applied, grade: A, Aston University (Business School), course: Decision Support Systems, language: English, abstract: In today’s economy the importance of effective and efficient decision making has become increasingly important in order to stay competitive in a global market set. Obtaining most relevant data and outputs is the key for best decisions on every management level. That is why the application of decision support systems (DSS) is now irreplaceable in organizations that operate a state-of-the art decision making processes. This paper discusses Group Support Systems, Expert Systems, Knowledge Management Systems, Neural Networks, and Fuzzy Logic Systems focusing on · the description of the methodology · their applications and software vendors · current research · and new developments. The analysis of these five systems is followed up by a case study that provides an example for a real life application of a neural network. It will be exposed how this decision support system facilitates the classification of potential patients for hospitals and how effective marketing strategies specified to each group of patients could be created. By comparison the application of an expert system for the same problem will be investigated. Concluding, a summary will compose the results of this paper focusing particularly on the outcomes of the case study. Advantages/disadvantages for the application of either system will be examined. The authors will then eventually state their personal recommendation for solving the problem given in the case study and comment on possible reasons why hospitals decided to apply a neural network.
Intelligent Decision Support Systems
Intelligent Decision Support Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Intelligent Decision Support Systems write by Miquel Sànchez-Marrè. This book was released on 2022-03-28. Intelligent Decision Support Systems available in PDF, EPUB and Kindle. This book, with invaluable contributions of Professor Franz Wotawa in chapters 5 and 7, 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.
Intelligent Decision Support Systems—A Journey to Smarter Healthcare
Intelligent Decision Support Systems—A Journey to Smarter Healthcare - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Intelligent Decision Support Systems—A Journey to Smarter Healthcare write by Smaranda Belciug. This book was released on 2019-03-20. Intelligent Decision Support Systems—A Journey to Smarter Healthcare available in PDF, EPUB and Kindle. The goal of this book is to provide, in a friendly and refreshing manner, both theoretical concepts and practical techniques for the important and exciting field of Artificial Intelligence that can be directly applied to real-world healthcare problems. Healthcare – the final frontier. Lately, it seems like Pandora opened the box and evil was released into the world. Fortunately, there was one thing left in the box: hope. In recent decades, hope has been increasingly represented by Intelligent Decision Support Systems. Their continuing mission: to explore strange new diseases, to seek out new treatments and drugs, and to intelligently manage healthcare resources and patients. Hence, this book is designed for all those who wish to learn how to explore, analyze and find new solutions for the most challenging domain of all time: healthcare.
Intelligent Decision-making Support Systems
Intelligent Decision-making Support Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Intelligent Decision-making Support Systems write by Jatinder N.D. Gupta. This book was released on 2007-03-30. Intelligent Decision-making Support Systems available in PDF, EPUB and Kindle. This book will be bought by researchers and graduates students in Artificial Intelligence and management as well as practising managers and consultants interested in the application of IT and information systems in real business environment.
