Intelligent Decision Support Systems PDF Download
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| Author | : Miquel Sànchez-Marrè |
| Publisher | : Springer Nature |
| Total Pages | : 826 |
| Release | : 2022-03-28 |
| Genre | : Computers |
| ISBN | : 3030877906 |
Download Intelligent Decision Support Systems Book 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.
| Author | : Jatinder N.D. Gupta |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 508 |
| Release | : 2007-03-30 |
| Genre | : Technology & Engineering |
| ISBN | : 1846282314 |
Download Intelligent Decision-making Support Systems Book 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.
| Author | : Rafael Valencia-García |
| Publisher | : Springer |
| Total Pages | : 238 |
| Release | : 2018-02-07 |
| Genre | : Technology & Engineering |
| ISBN | : 3319740024 |
Download Exploring Intelligent Decision Support Systems Book 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.
| Author | : Nikolaos F. Matsatsinis |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 517 |
| Release | : 2012-12-06 |
| Genre | : Business & Economics |
| ISBN | : 146151147X |
Download Intelligent Support Systems for Marketing Decisions Book in PDF, ePub and Kindle
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.
| Author | : Smaranda Belciug |
| Publisher | : Springer |
| Total Pages | : 271 |
| Release | : 2019-03-20 |
| Genre | : Technology & Engineering |
| ISBN | : 3030143546 |
Download Intelligent Decision Support Systems—A Journey to Smarter Healthcare Book 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.
| Author | : Gloria Phillips-Wren |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 414 |
| Release | : 2008-03-04 |
| Genre | : Mathematics |
| ISBN | : 3540768289 |
Download Intelligent Decision Making: An AI-Based Approach Book in PDF, ePub and Kindle
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.
| Author | : Surekha Borra |
| Publisher | : Walter de Gruyter GmbH & Co KG |
| Total Pages | : 221 |
| Release | : 2019-10-21 |
| Genre | : Computers |
| ISBN | : 3110618710 |
Download Intelligent Decision Support Systems Book in PDF, ePub and Kindle
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).
| Author | : Mora, Manuel |
| Publisher | : IGI Global |
| Total Pages | : 435 |
| Release | : 2002-07-01 |
| Genre | : Computers |
| ISBN | : 1591400805 |
Download Decision-Making Support Systems: Achievements and Challenges for the New Decade Book in PDF, ePub and Kindle
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.
| Author | : Gabriela Prostean |
| Publisher | : Springer Nature |
| Total Pages | : 714 |
| Release | : 2020-05-29 |
| Genre | : Business & Economics |
| ISBN | : 3030447111 |
Download Innovation in Sustainable Management and Entrepreneurship Book in PDF, ePub and Kindle
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.
| Author | : Yee Leung |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 477 |
| Release | : 2012-12-06 |
| Genre | : Business & Economics |
| ISBN | : 3642607144 |
Download Intelligent Spatial Decision Support Systems Book in PDF, ePub and Kindle
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.
