Real World Decision Support Systems

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Real-World Decision Support Systems

Jason Papathanasiou,Nikolaos Ploskas,Isabelle Linden
Real World Decision Support Systems Book PDF

Author : Jason Papathanasiou,Nikolaos Ploskas,Isabelle Linden
Publisher : Springer
Page : 327 pages
File Size : 54,5 Mb
Release : 2016-12-19
Category : Computers
ISBN : 9783319439167

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Real-World Decision Support Systems by Jason Papathanasiou,Nikolaos Ploskas,Isabelle Linden Pdf

This book presents real-world decision support systems, i.e., systems that have been running for some time and as such have been tested in real environments and complex situations; the cases are from various application domains and highlight the best practices in each stage of the system’s life cycle, from the initial requirements analysis and design phases to the final stages of the project. Each chapter provides decision-makers with recommendations and insights into lessons learned so that failures can be avoided and successes repeated. For this reason unsuccessful cases, which at some point of their life cycle were deemed as failures for one reason or another, are also included. All decision support systems are presented in a constructive, coherent and deductive manner to enhance the learning effect. It complements the many works that focus on theoretical aspects or individual module design and development by offering ‘good’ and ‘bad’ practices when developing and using decision support systems. Combining high-quality research with real-world implementations, it is of interest to researchers and professionals in industry alike.

Decision Support Systems for Business Intelligence

Vicki L. Sauter
Decision Support Systems for Business Intelligence Book PDF

Author : Vicki L. Sauter
Publisher : John Wiley & Sons
Page : 482 pages
File Size : 46,9 Mb
Release : 2014-08-21
Category : Business & Economics
ISBN : 9781118627235

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Decision Support Systems for Business Intelligence by Vicki L. Sauter Pdf

Praise for the First Edition "This is the most usable decision support systems text. [i]t is far better than any other text in the field" —Computing Reviews Computer-based systems known as decision support systems (DSS) play a vital role in helping professionals across various fields of practice understand what information is needed, when it is needed, and in what form in order to make smart and valuable business decisions. Providing a unique combination of theory, applications, and technology, Decision Support Systems for Business Intelligence, Second Edition supplies readers with the hands-on approach that is needed to understand the implications of theory to DSS design as well as the skills needed to construct a DSS. This new edition reflects numerous advances in the field as well as the latest related technological developments. By addressing all topics on three levels—general theory, implications for DSS design, and code development—the author presents an integrated analysis of what every DSS designer needs to know. This Second Edition features: Expanded coverage of data mining with new examples Newly added discussion of business intelligence and transnational corporations Discussion of the increased capabilities of databases and the significant growth of user interfaces and models Emphasis on analytics to encourage DSS builders to utilize sufficient modeling support in their systems A thoroughly updated section on data warehousing including architecture, data adjustment, and data scrubbing Explanations and implications of DSS differences across cultures and the challenges associated with transnational systems Each chapter discusses various aspects of DSS that exist in real-world applications, and one main example of a DSS to facilitate car purchases is used throughout the entire book. Screenshots from JavaScript® and Adobe® ColdFusion are presented to demonstrate the use of popular software packages that carry out the discussed techniques, and a related Web site houses all of the book's figures along with demo versions of decision support packages, additional examples, and links to developments in the field. Decision Support Systems for Business Intelligence, Second Edition is an excellent book for courses on information systems, decision support systems, and data mining at the advanced undergraduate and graduate levels. It also serves as a practical reference for professionals working in the fields of business, statistics, engineering, and computer technology.

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 : 45,7 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.

Decision Support Systems

Chiang Jao
Decision Support Systems Book PDF

Author : Chiang Jao
Publisher : BoD – Books on Demand
Page : 286 pages
File Size : 45,6 Mb
Release : 2012-10-17
Category : Computers
ISBN : 9789535107996

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Decision Support Systems by Chiang Jao Pdf

Pacing through second decade of the 21th century, more computer users are widely adopting technology-based tools and information-enriched databases to focus on supporting managerial decision making, reducing preventable faults and improving outcome forecasting. The goal of decision support systems (DSS) is to develop and deploy information technology-based systems in supporting efficient practice in multidiscipline domains. This book aims to portray a pragmatic perspective of applying DSS in the 21th century. It covers diverse applications of DSS, primarily focusing on the resource management and outcome forecast. Our goal was to provide the broad understanding of DSS and illustrate their practical applications in a variety of fields related to real life.

Decision Support Systems in the 21st Century

George M. Marakas
Decision Support Systems in the 21st Century Book PDF

Author : George M. Marakas
Publisher : Unknown
Page : 648 pages
File Size : 51,8 Mb
Release : 2003
Category : Business & Economics
ISBN : UOM:39015055895653

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Decision Support Systems in the 21st Century by George M. Marakas Pdf

A survival guide for business management professionals, this valuable book helps users learn to make and support managerial decisions wisely and successfully, providing a thorough understanding of the support aspect of DSS. Packed with essential information, it is written from a cognitive processes and decision-making perspective, concentrating on issues that emphasize managerial applications and the implication of decision support technology on those issues. Provides a strong managerial application and use approach throughout, with a "real-world " orientation that emphasizes application and implementation over design and developments in all topic areas. Offers extensive coverage of decision-making theory (decision styles, decision effectiveness, cognitive processes, and organizational culture), and contains full chapters on data mining, data visualization, and creative decisions and problem-solving. A real-life Mini-Case opens each chapter, and concepts are supported throughout with extensive.

Clinical Decision Support Systems

Eta S. Berner
Clinical Decision Support Systems Book PDF

Author : Eta S. Berner
Publisher : Springer Science & Business Media
Page : 265 pages
File Size : 50,5 Mb
Release : 2013-06-29
Category : Medical
ISBN : 9781475739039

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Clinical Decision Support Systems by Eta S. Berner Pdf

Written by nationally and internationally recognised experts on the design, evaluation and application of such systems, this book examines the impact of practitioner and patient use of computer-based diagnostic tools. It serves simultaneously as a resource book on diagnostic systems for informatics specialists; a textbook for teachers or students in health or medical informatics training programs; and as a comprehensive introduction for clinicians, with or without expertise in the applications of computers in medicine, who are interested in learning about current developments in computer-based diagnostic systems. Designed for a broad range of clinicians in need of decision support.

DSS 2.0 - Supporting Decision Making With New Technologies

G.E. Phillips-Wren,S. Carlsson,A. Respício
DSS 2 0 Supporting Decision Making With New Technologies Book PDF

Author : G.E. Phillips-Wren,S. Carlsson,A. Respício
Publisher : IOS Press
Page : 604 pages
File Size : 41,6 Mb
Release : 2014-05-22
Category : Computers
ISBN : 9781614993995

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DSS 2.0 - Supporting Decision Making With New Technologies by G.E. Phillips-Wren,S. Carlsson,A. Respício Pdf

Advances in technology have resulted in new and advanced methods to support decision-making. For example, artificial intelligence has enabled people to make better decisions hrough the use of Intelligent Decision Support Systems (DSS). Emerging research in DSS demonstrates that decision makers can operate in a more timely manner using real-time data, more accurately due to data mining and 'big data' methods, more strategically by considering a greater number of factors, more precisely and inclusively due to the availability of social networking data, and with a wider media reach with video and audio technology._x000D_ _x000D_This book presents the proceedings of the IFIP TC8/Working Group 8.3 conference held at the Université Pierre et Marie Curie in Paris, France, in June 2014. Throughout its history the conference has aimed to present the latest innovations and achievements in Decision Support Systems. This year the conference looks to the next generation with the theme of new technologies to enable DSS2.0. The topics covered include theoretical, empirical and design science research; case-based approaches in decision support systems; decision models in the real-world; healthcare information technology; decision making theory; knowledge management; knowledge and resource discovery; business intelligence; group decision support systems; collaborative decision making; analytics and ‘big data’; rich language for decision support; multimedia tools for DSS; Web 2.0 systems in decision support; context-based technologies for decision making; intelligent systems and technologies in decision support; organizational decision support; research methods in DSS 2.0; mobile DSS; competing on analytics; and social media analytics._x000D_ _x000D_ The book will be of interest to all those who develop or use Decision Support Systems. The variety of methods and applications illustrated by this international group of carefully reviewed papers should provide ideas and directions for future researchers and practitioners alike.

Clinical Decision Support Systems

Eta S. Berner
Clinical Decision Support Systems Book PDF

Author : Eta S. Berner
Publisher : Springer Science & Business Media
Page : 278 pages
File Size : 45,7 Mb
Release : 2007-04-03
Category : Medical
ISBN : 9780387383194

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Clinical Decision Support Systems by Eta S. Berner Pdf

This is a resource book on clinical decision support systems for informatics specialists, a textbook for teachers or students in health informatics and a comprehensive introduction for clinicians. It has become obvious that, in addition to physicians, other health professionals have need of decision support. Therefore, the issues raised in this book apply to a broad range of clinicians. The book includes chapters written by internationally recognized experts on the design, evaluation and application of these systems, who examine the impact of computer-based diagnostic tools both from the practitioner’s perspective and that of the patient.

Handbook on Decision Making

Chee Peng Lim
Handbook on Decision Making Book PDF

Author : Chee Peng Lim
Publisher : Springer Science & Business Media
Page : 539 pages
File Size : 51,7 Mb
Release : 2010-09-07
Category : Technology & Engineering
ISBN : 9783642136399

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Handbook on Decision Making by Chee Peng Lim Pdf

Decision making arises when we wish to select the best possible course of action from a set of alternatives. With advancements of the digital technologies, it is easy, and almost instantaneous, to gather a large volume of information and/or data pertaining to a problem that we want to solve. For instance, the world-wi- web is perhaps the primary source of information and/or data that we often turn to when we face a decision making problem. However, the information and/or data that we obtain from the real world often are complex, and comprise various kinds of noise. Besides, real-world information and/or data often are incomplete and ambiguous, owing to uncertainties of the environments. All these make decision making a challenging task. To cope with the challenges of decision making, - searchers have designed and developed a variety of decision support systems to provide assistance in human decision making processes. The main aim of this book is to provide a small collection of techniques stemmed from artificial intelligence, as well as other complementary methodo- gies, that are useful for the design and development of intelligent decision support systems. Application examples of how these intelligent decision support systems can be utilized to help tackle a variety of real-world problems in different - mains, e. g. business, management, manufacturing, transportation and food ind- tries, and biomedicine, are also presented. A total of twenty chapters, which can be broadly divided into two parts, i. e.

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 : 49,8 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.

Context-Sensitive Decision Support Systems

Dina Berkeley,Margarethe Widmeyer,Patrick Brézillon,V. Rajkovic
Context Sensitive Decision Support Systems Book PDF

Author : Dina Berkeley,Margarethe Widmeyer,Patrick Brézillon,V. Rajkovic
Publisher : Springer
Page : 278 pages
File Size : 53,8 Mb
Release : 2016-01-09
Category : Computers
ISBN : 9780387353562

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Context-Sensitive Decision Support Systems by Dina Berkeley,Margarethe Widmeyer,Patrick Brézillon,V. Rajkovic Pdf

In today's rapidly changing educational and business climate, organizational transformation has become a key area of development for many different and varied environments, both commercial and academic. This book addresses issues related to developing Decision Support Systems (DSS) which are sensitive and adaptable to different contexts and evolving technical and work environments. In addition to addressing the various cultural/social, organizational/individual, task/technology contexts of DSS, the book also anchors these discussions in a practical context, drawing on case studies to illustrate the theoretical dimensions stressed. This book includes the following issues: Frameworks for understanding the contexts and environments of decision support; Cases and issues in decision support and organizational transformation in context; An inter-disciplinary analysis of DSS, covering a wide variety of situations; and Real-world applications of DSS . It contains selected papers presented and discussed at the International Conference on Context-Sensitive Decision Support Systems, which was sponsored by the International Federation for Information Processing (IFIP) and held in Bled, Slovenia in July 1998. The book will prove invaluable to anyone working in information and decision support systems development, management, implementation and evaluation, as well as to researchers/practitioners in organizational analysis and development, management and business administration, sociology and psychology of organizations, human relations and human factors management.

Fundamentals of Clinical Data Science

Pieter Kubben,Michel Dumontier,Andre Dekker
Fundamentals of Clinical Data Science Book PDF

Author : Pieter Kubben,Michel Dumontier,Andre Dekker
Publisher : Springer
Page : 219 pages
File Size : 47,8 Mb
Release : 2018-12-21
Category : Medical
ISBN : 9783319997131

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Fundamentals of Clinical Data Science by Pieter Kubben,Michel Dumontier,Andre Dekker Pdf

This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.

DECISION SUPPORT SYSTEMS

V. S. JANAKIRAMAN,K. SARUKESI
DECISION SUPPORT SYSTEMS Book PDF

Author : V. S. JANAKIRAMAN,K. SARUKESI
Publisher : PHI Learning Pvt. Ltd.
Page : 240 pages
File Size : 51,7 Mb
Release : 2008-06-04
Category : Computers
ISBN : 8120314441

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DECISION SUPPORT SYSTEMS by V. S. JANAKIRAMAN,K. SARUKESI Pdf

This compact and easy-to-read book describes in detail the basic principles of Decision Support Systems (DSS). The book also gives a comprehensive account of the various models used in decision making process, the many facets of DSS, and explains how they are implemented. Further, it discusses the significance of business reengineering, the role of client-server technology, Internet and Intranet, and analyzes the concepts of Database Management Systems (DBMS), model management and various GUIs.Designed as a textbook for the undergraduate and postgraduate students of Computer Science and Management, this book would also be of considerable assistance to the practising professional.

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 : 43,9 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.

Deep Learning for Medical Decision Support Systems

Utku Kose,Omer Deperlioglu,Jafar Alzubi,Bogdan Patrut
Deep Learning for Medical Decision Support Systems Book PDF

Author : Utku Kose,Omer Deperlioglu,Jafar Alzubi,Bogdan Patrut
Publisher : Springer Nature
Page : 185 pages
File Size : 43,5 Mb
Release : 2020-06-17
Category : Technology & Engineering
ISBN : 9789811563256

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Deep Learning for Medical Decision Support Systems by Utku Kose,Omer Deperlioglu,Jafar Alzubi,Bogdan Patrut Pdf

This book explores various applications of deep learning-oriented diagnosis leading to decision support, while also outlining the future face of medical decision support systems. Artificial intelligence has now become a ubiquitous aspect of modern life, and especially machine learning enjoysgreat popularity, since it offers techniques that are capable of learning from samples to solve newly encountered cases. Today, a recent form of machine learning, deep learning, is being widely used with large, complex quantities of data, because today’s problems require detailed analyses of more data. This is critical, especially in fields such as medicine. Accordingly, the objective of this book is to provide the essentials of and highlight recent applications of deep learning architectures for medical decision support systems. The target audience includes scientists, experts, MSc and PhD students, postdocs, and any readers interested in the subjectsdiscussed. The book canbe used as a reference work to support courses on artificial intelligence, machine/deep learning, medical and biomedicaleducation.