Intelligent Decision Support Systems

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Exploring Intelligent Decision Support Systems

Rafael Valencia-García,Mario Andrés Paredes-Valverde,María del Pilar Salas-Zárate,Giner Alor-Hernández
Exploring Intelligent Decision Support Systems Book PDF

Author : Rafael Valencia-García,Mario Andrés Paredes-Valverde,María del Pilar Salas-Zárate,Giner Alor-Hernández
Publisher : Springer
Page : 238 pages
File Size : 42,9 Mb
Release : 2018-02-07
Category : Technology & Engineering
ISBN : 9783319740027

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Exploring Intelligent Decision Support Systems by Rafael Valencia-García,Mario Andrés Paredes-Valverde,María del Pilar Salas-Zárate,Giner Alor-Hernández Pdf

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.

Intelligent Support Systems for Marketing Decisions

Nikolaos F. Matsatsinis,Y. Siskos
Intelligent Support Systems for Marketing Decisions Book PDF

Author : Nikolaos F. Matsatsinis,Y. Siskos
Publisher : Springer Science & Business Media
Page : 517 pages
File Size : 55,9 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9781461511472

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Intelligent Support Systems for Marketing Decisions by Nikolaos F. Matsatsinis,Y. Siskos Pdf

Intelligent Support Systems for Marketing Decisions examines new product development, market penetration strategies, and other marketing decisions utilizing a confluence of methods, including Decision Support Systems (DSS), Artificial Intelligence in Marketing and Multicriteria Analysis. The authors systematically examine the use and implementation of these methodologies in making strategic marketing decisions. Part I discusses the basic concepts of multicriteria analysis vis-à-vis marketing decisions and in new product development situations. Part II presents basic concepts from the fields of Information Systems, Decision Support Systems, and Intelligent Decision Support Methods. In addition, specialized categories of DSS (multicriteria DSS, web-based DSS, group DSS, spatial DSS) are discussed in terms of their key features and current use in marketing applications. Part III presents IDSS and a multicriteria methodology for new product development. Further chapters present a developmental strategy for analyzing, designing, and implementing an Intelligent Marketing Decision Support System. The implementation discussion is illustrated with a real-world example of the methods and system in use.

Intelligent Decision-making Support Systems

Jatinder N.D. Gupta,Guisseppi A. Forgionne,Manuel Mora T.
Intelligent Decision making Support Systems Book PDF

Author : Jatinder N.D. Gupta,Guisseppi A. Forgionne,Manuel Mora T.
Publisher : Springer Science & Business Media
Page : 503 pages
File Size : 53,5 Mb
Release : 2007-03-30
Category : Technology & Engineering
ISBN : 9781846282317

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Intelligent Decision-making Support Systems by Jatinder N.D. Gupta,Guisseppi A. Forgionne,Manuel Mora T. Pdf

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.

Intelligent Decision Support Systems—A Journey to Smarter Healthcare

Smaranda Belciug,Florin Gorunescu
Intelligent Decision Support Systems A Journey to Smarter Healthcare Book PDF

Author : Smaranda Belciug,Florin Gorunescu
Publisher : Springer
Page : 271 pages
File Size : 55,8 Mb
Release : 2019-03-20
Category : Technology & Engineering
ISBN : 9783030143541

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Intelligent Decision Support Systems—A Journey to Smarter Healthcare by Smaranda Belciug,Florin Gorunescu Pdf

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 Support Systems

Surekha Borra,Nilanjan Dey,Siddhartha Bhattacharyya,Mohamed Salim Bouhlel
Intelligent Decision Support Systems Book PDF

Author : Surekha Borra,Nilanjan Dey,Siddhartha Bhattacharyya,Mohamed Salim Bouhlel
Publisher : Walter de Gruyter GmbH & Co KG
Page : 221 pages
File Size : 45,6 Mb
Release : 2019-10-21
Category : Computers
ISBN : 9783110618716

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Intelligent Decision Support Systems by Surekha Borra,Nilanjan Dey,Siddhartha Bhattacharyya,Mohamed Salim Bouhlel Pdf

Intelligent prediction and decision support systems are based on signal processing, computer vision (CV), machine learning (ML), software engineering (SE), knowledge based systems (KBS), data mining, artificial intelligence (AI) and include several systems developed from the study of expert systems (ES), genetic algorithms (GA), artificial neural networks (ANN) and fuzzy-logic systems The use of automatic decision support systems in design and manufacturing industry, healthcare and commercial software development systems has the following benifits: Cost savings in companies, due to employment of expert system technology. Fast decision making, completion of projects in time and development of new products. Improvement in decision making capability and quality. Usage of Knowledge database and Preservation of expertise of individuals Eases complex decision problems. Ex: Diagnosis in Healthcare To address the issues and challenges related to development, implementation and application of automatic and intelligent prediction and decision support systems in domains such as manufacturing, healthcare and software product design, development and optimization, this book aims to collect and publish wide ranges of quality articles such as original research contributions, methodological reviews, survey papers, case studies and/or reports covering intelligent systems, expert prediction systems, evaluation models, decision support systems and Computer Aided Diagnosis (CAD).

Decision Support Systems and Intelligent Systems

Efraim Turban,Jay E. Aronson,Ting-Peng Liang
Decision Support Systems and Intelligent Systems Book PDF

Author : Efraim Turban,Jay E. Aronson,Ting-Peng Liang
Publisher : Prentice Hall
Page : 968 pages
File Size : 45,9 Mb
Release : 2005
Category : Business & Economics
ISBN : IND:30000116102850

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Decision Support Systems and Intelligent Systems by Efraim Turban,Jay E. Aronson,Ting-Peng Liang Pdf

Appropriate for all courses in Decision Support Systems (DSS), computerized decision making tools, and management support systems. Todays networked computer systems enable executives to use information in radically new ways, to make dramatically more effective decisions -- and make those decisions more rapidly. Decision Support Systems and Intelligent Systems, Seventh Edition is a comprehensive, up-to-date guide to todays revolutionary management support system technologies, and how they can be used for better decision making. In this thoroughly revised edition, the authors go far beyond traditional "decision support systems," focusing far more coverage on Web-enabled tools, performance analysis, knowledge management, and other recent innovations. The authors introduce each significant new technology, show how it works, and offer practical guidance on integrating it into real-world organizations. Examples, products, services, and exercises are presented throughout, and the text has been revised for improved clarity and readability. New and enhanced coverage includes: state-of-the-art data mining, OLAP, expert system, and neural network software; revamped coverage of knowledge management; and a far greater emphasis on the use of Web technologies throughout. Also covered in detail: data warehousing, including access, analysis, visualization, modeling, and support. This edition also contains DSS In Action boxes presenting real business scenarios for the use of advanced management support technology. Decision Support Systems and Intelligent Systems, Seventh Edition is supported by a Web site containing additional readings, relevant links, and other supplements.

Intelligent Decision Making: An AI-Based Approach

Gloria Phillips-Wren,Nikhil Ichalkaranje
Intelligent Decision Making An AI Based Approach Book PDF

Author : Gloria Phillips-Wren,Nikhil Ichalkaranje
Publisher : Springer Science & Business Media
Page : 414 pages
File Size : 54,6 Mb
Release : 2008-03-04
Category : Mathematics
ISBN : 9783540768289

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Intelligent Decision Making: An AI-Based Approach by Gloria Phillips-Wren,Nikhil Ichalkaranje Pdf

Intelligent Decision Support Systems have the potential to transform human decision making by combining research in artificial intelligence, information technology, and systems engineering. The field of intelligent decision making is expanding rapidly due, in part, to advances in artificial intelligence and network-centric environments that can deliver the technology. Communication and coordination between dispersed systems can deliver just-in-time information, real-time processing, collaborative environments, and globally up-to-date information to a human decision maker. At the same time, artificial intelligence techniques have demonstrated that they have matured sufficiently to provide computational assistance to humans in practical applications. This book includes contributions from leading researchers in the field beginning with the foundations of human decision making and the complexity of the human cognitive system. Researchers contrast human and artificial intelligence, survey computational intelligence, present pragmatic systems, and discuss future trends. This book will be an invaluable resource to anyone interested in the current state of knowledge and key research gaps in the rapidly developing field of intelligent decision support.

Innovation in Sustainable Management and Entrepreneurship

Gabriela Prostean,Juan José Lavios Villahoz,Laura Brancu,Gyula Bakacsi
Innovation in Sustainable Management and Entrepreneurship Book PDF

Author : Gabriela Prostean,Juan José Lavios Villahoz,Laura Brancu,Gyula Bakacsi
Publisher : Springer Nature
Page : 714 pages
File Size : 48,5 Mb
Release : 2020-05-29
Category : Business & Economics
ISBN : 9783030447113

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Innovation in Sustainable Management and Entrepreneurship by Gabriela Prostean,Juan José Lavios Villahoz,Laura Brancu,Gyula Bakacsi Pdf

This book analyses state-of-the-art techniques in business process management as drivers of advanced entrepreneurship, financial management, supply chain management, and sustainability management. The role of management in a rapidly-changing environment and the use of innovative methods and techniques to address and solve key management problems are also explored.

Decision-Making Support Systems: Achievements and Challenges for the New Decade

Mora, Manuel,Forgionne, Guisseppi A.,Gupta, Jatinder N. D.
Decision Making Support Systems Achievements and Challenges for the New Decade Book PDF

Author : Mora, Manuel,Forgionne, Guisseppi A.,Gupta, Jatinder N. D.
Publisher : IGI Global
Page : 435 pages
File Size : 48,5 Mb
Release : 2002-07-01
Category : Computers
ISBN : 9781591400806

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Decision-Making Support Systems: Achievements and Challenges for the New Decade by Mora, Manuel,Forgionne, Guisseppi A.,Gupta, Jatinder N. D. Pdf

Annotation The book presents state-of-the-art knowledge about decision-making support systems (DMSS). Its main goals are to provide a compendium of quality chapters on decision-making support systems that help diffuse scarce knowledge about effective methods and strategies for successfully designing, developing, implementing, and evaluating decision-making support systems, and to create an awareness among readers about the relevance of decision-making support systems in the current complex and dynamic management environment.

Intelligent Decision Support Systems

Miquel Sànchez-Marrè
Intelligent Decision Support Systems Book PDF

Author : Miquel Sànchez-Marrè
Publisher : Unknown
Page : 0 pages
File Size : 54,7 Mb
Release : 2022
Category : Electronic
ISBN : 3030877914

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Intelligent Decision Support Systems by Miquel Sànchez-Marrè Pdf

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.

Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging

Kenji Suzuki,Yisong Chen
Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging Book PDF

Author : Kenji Suzuki,Yisong Chen
Publisher : Springer
Page : 387 pages
File Size : 49,9 Mb
Release : 2018-01-09
Category : Technology & Engineering
ISBN : 9783319688435

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Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging by Kenji Suzuki,Yisong Chen Pdf

This book offers the first comprehensive overview of artificial intelligence (AI) technologies in decision support systems for diagnosis based on medical images, presenting cutting-edge insights from thirteen leading research groups around the world. Medical imaging offers essential information on patients’ medical condition, and clues to causes of their symptoms and diseases. Modern imaging modalities, however, also produce a large number of images that physicians have to accurately interpret. This can lead to an “information overload” for physicians, and can complicate their decision-making. As such, intelligent decision support systems have become a vital element in medical-image-based diagnosis and treatment. Presenting extensive information on this growing field of AI, the book offers a valuable reference guide for professors, students, researchers and professionals who want to learn about the most recent developments and advances in the field.

Intelligent Decision Support Methods

Vasant Dhar,Roger Stein
Intelligent Decision Support Methods Book PDF

Author : Vasant Dhar,Roger Stein
Publisher : Pearson
Page : 272 pages
File Size : 54,8 Mb
Release : 1997
Category : Business & Economics
ISBN : STANFORD:36105019282321

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Intelligent Decision Support Methods by Vasant Dhar,Roger Stein Pdf

This is a comprehensive explanation of how powerful technologies work in business, using a pragmatic business approach in describing when and how they should be used. Detailed case studies are provided in management information systems, information systems, computer science, and management. The text focuses on modeling techniques such as rules, case-based reasoning, fuzzy logic, neural nets, genetic algorhithms and machine learning.

Intelligent Spatial Decision Support Systems

Yee Leung
Intelligent Spatial Decision Support Systems Book PDF

Author : Yee Leung
Publisher : Springer Science & Business Media
Page : 477 pages
File Size : 45,9 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9783642607141

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Intelligent Spatial Decision Support Systems by Yee Leung Pdf

In the past half century, we have experienced two major waves of methodological development in the study of human behavior in space and time. The fIrst wave was the well known "quantitative revolution" which propelled geography from a mainly descriptive discipline to a scientifIc discipline using formalism such as probability, statistics, and a large-number of mathematical methods for analyzing spatial structures and processes under certainty and uncertainty. The second wave is the recent advancement of geographical information systems which equips geographers with automation in the storage, retrieval, analysis, and display of data. Both developments have significant impacts on geographical studies in general and solutions to real life spatio-temporal problems in particular. They have found applications in urban and regional planning, automated mapping and facilities management, transportation planning and management, as well as environmental planning and management, to name but a few examples. Both developments have one thing in common. They one way or the other use computer to process and analyze data. However, not until recently, there has been very little interaction between the two. Quantitative models have largely been developed independent of the underlying data models and structures representing the spatial phenomena or processes under study. Display of analysis results has been primitive in terms of the utilization of computer graphic technologies. Formal models, in addition to their technical difficulties, have poor capability in communication with users. Geographical information systems, on the other hand, have originally been developed with a slight intention to entertain powerful analytical models.

Intelligent Decision Support in Process Environments

E. Hollnagel,G. Mancini,D. D. Woods
Intelligent Decision Support in Process Environments Book PDF

Author : E. Hollnagel,G. Mancini,D. D. Woods
Publisher : Springer Science & Business Media
Page : 525 pages
File Size : 44,5 Mb
Release : 2013-11-11
Category : Computers
ISBN : 9783642503290

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Intelligent Decision Support in Process Environments by E. Hollnagel,G. Mancini,D. D. Woods Pdf

Proceedings of the NATO Advanced Study Institute on Intelligent Decision Support in Process Environments, held in San Miniato, Italy, September 16-27, 1985

Biometric and Intelligent Decision Making Support

Arturas Kaklauskas
Biometric and Intelligent Decision Making Support Book PDF

Author : Arturas Kaklauskas
Publisher : Springer
Page : 220 pages
File Size : 52,8 Mb
Release : 2014-12-26
Category : Computers
ISBN : 9783319136592

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Biometric and Intelligent Decision Making Support by Arturas Kaklauskas Pdf

This book presents different methods for analyzing the body language (movement, position, use of personal space, silences, pauses and tone, the eyes, pupil dilation or constriction, smiles, body temperature and the like) for better understanding people’s needs and actions, including biometric data gathering and reading. Different studies described in this book indicate that sufficiently much data, information and knowledge can be gained by utilizing biometric technologies. This is the first, wide-ranging book that is devoted completely to the area of intelligent decision support systems, biometrics technologies and their integrations. This book is designated for scholars, practitioners and doctoral and master’s degree students in various areas and those who are interested in the latest biometric and intelligent decision making support problems and means for their resolutions, biometric and intelligent decision making support systems and the theory and practice of their integration and the opportunities for the practical use of biometric and intelligent decision making support.