Exploring Intelligent Decision Support Systems

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Exploring Intelligent Decision Support Systems

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Author : Rafael Valencia-García
language : en
Publisher: Springer
Release Date : 2018-02-07

Exploring Intelligent Decision Support Systems written by Rafael Valencia-García and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-07 with Technology & Engineering categories.

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 Decision Support Systems

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Author : Miquel Sànchez-Marrè
language : en
Publisher: Springer Nature
Release Date : 2022-03-28

Intelligent Decision Support Systems written by Miquel Sànchez-Marrè and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-28 with Computers categories.

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.

Designing And Exploring Intelligent Decision Support Systems

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Author : Karl Grajczyk
language : en
Publisher: GRIN Verlag
Release Date : 2010-02-15

Designing And Exploring Intelligent Decision Support Systems written by Karl Grajczyk and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-02-15 with Computers categories.

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.

Toward Interactive And Intelligent Decision Support Systems

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Author : Yoshikazu Sawaragi
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Toward Interactive And Intelligent Decision Support Systems written by Yoshikazu Sawaragi and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Business & Economics categories.

These proceedings include papers presented at the VII-th Internatio nal Conference on Multiple Criteria Decision Making which was held in Kyoto/Japan on August 18-22, 1986. Multiple Criteria Decision Making (MCDM) has been a greatly import ant subject in many practical fields, for example, in planning, design, control and management in both private and public sectors. After remark able developments of theory, methodology and pilot case studies in rec ent years, it is now facing the stage of real applications and develop ment of more sophisticated methodology as interactive intelligent decision support systems. The conference aimed to provide a significant contribu tion to the future of MCDM as one of total systems including human factors: Substantial emphasis was given to knowledge engineering and cognitive sci ence. The conference inherits the tradition and the style of the previous conferences: (1) Jouy-en-Josas/France (1975), (2) Buffalo/U.S.A. (1977), (3) Konigswinter/FRG (1978), (4) Delaware/U.S.A. (1980), (5) Mons/Belgium (1982), (6) Cleveland/U.S.A. (1984). This time a great many Japanese com panies provided grants for the conference. As a result, the total number of participants was over 120, and a computer demonstration could be reali zed on an extensive scale as well as the conference sessions. Throughout the conference, it was observed that MCDM is making steady progress not only in theory but also as a tool for decision support.

Proceedings Of Icetit 2019

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Author : Pradeep Kumar Singh
language : en
Publisher: Springer Nature
Release Date : 2019-09-23

Proceedings Of Icetit 2019 written by Pradeep Kumar Singh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-23 with Computers categories.

This book presents high-quality, original contributions (both theoretical and experimental) on Information Security, Machine Learning, Data Mining and Internet of Things (IoT). It gathers papers presented at ICETIT 2019, the 1st International Conference on Emerging Trends in Information Technology, which was held in Delhi, India, in June 2019. This conference series represents a targeted response to the growing need for research that reports on and assesses the practical implications of IoT and network technologies, AI and machine learning, data analytics and cloud computing, security and privacy, and next generation computing technologies.

Proceedings Of The International Field Exploration And Development Conference 2022

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Author : Jia'en Lin
language : en
Publisher: Springer Nature
Release Date : 2023-08-05

Proceedings Of The International Field Exploration And Development Conference 2022 written by Jia'en Lin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-05 with Science categories.

This book focuses on reservoir surveillance and management, reservoir evaluation and dynamic description, reservoir production stimulation and EOR, ultra-tight reservoir, unconventional oil and gas resources technology, oil and gas well production testing, and geomechanics. This book is a compilation of selected papers from the 12th International Field Exploration and Development Conference (IFEDC 2022). The conference not only provides a platform to exchanges experience, but also promotes the development of scientific research in oil & gas exploration and production. The main audience for the work includes reservoir engineer, geological engineer, enterprise managers, senior engineers as well as professional students.

Understanding Semantics Based Decision Support

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Author : Sarika Jain
language : en
Publisher: CRC Press
Release Date : 2021-01-18

Understanding Semantics Based Decision Support written by Sarika Jain and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-18 with Computers categories.

This book is an attempt to establish in the readers the importance of creating interoperable data stores and writing rules for handling this data. It also covers extracts from a few project dissertations and a research funded project that the author had supervised.• Describes the power of ontologies for better data management• Provides an overview of knowledge engineering including ontology engineering, tools and techniques• Provides sample development procedures for creating two domain ontologies.• Depicts the utility of ontological representation in situation awareness• Demonstrates recommendation engine for unconventional emergencies using a hybrid reasoning approach.• The text explains how to make better utilization of resources when emergency strikesGraduates and undergraduates doing courses in artificial intelligence, semantic web and knowledge engineering will find this book beneficial.

Proceedings Of The International Field Exploration And Development Conference 2023

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Author : Jia'en Lin
language : en
Publisher: Springer Nature
Release Date : 2024-03-04

Proceedings Of The International Field Exploration And Development Conference 2023 written by Jia'en Lin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-04 with Science categories.

This book focuses on reservoir surveillance and management, reservoir evaluation and dynamic description, reservoir production stimulation and EOR, ultra-tight reservoir, unconventional oil and gas resources technology, oil and gas well production testing, and geomechanics. This book is a compilation of selected papers from the 13th International Field Exploration and Development Conference (IFEDC 2023). The conference not only provides a platform to exchanges experience, but also promotes the development of scientific research in oil and gas exploration and production. The main audience for the work includes reservoir engineer, geological engineer, enterprise managers, senior engineers as well as students.

Proceedings Of The International Field Exploration And Development Conference 2024

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Author : Jia'en Lin
language : en
Publisher: Springer Nature
Release Date : 2025-07-02

Proceedings Of The International Field Exploration And Development Conference 2024 written by Jia'en Lin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-02 with Technology & Engineering categories.

This book compiles selected papers from the 14th International Field Exploration and Development Conference (IFEDC 2024). The work focuses on topics including Reservoir Exploration, Reservoir Drilling & Completion, Field Geophysics, Well Logging, Petroliferous Basin Evaluation, Oil & Gas Accumulation, Fine Reservoir Description, Complex Reservoir Dynamics and Analysis, Low Permeability/Tight Oil & Gas Reservoirs, Shale Oil & Gas, Fracture-Vuggy Reservoirs, Enhanced Oil Recovery in Mature Oil Fields, Enhanced Oil Recovery for Heavy Oil Reservoirs, Big Data and Artificial Intelligence, Formation Mechanisms and Prediction of Deep Carbonate Reservoirs, and other Unconventional Resources. The conference serves as a platform not only for exchanging experiences but also for advancing scientific research in oil & gas exploration and production. The primary audience for this work includes reservoir engineers, geological engineers, senior engineers, enterprise managers, and students.

Data Science And Analytics

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Author : Usha Batra
language : en
Publisher: Springer Nature
Release Date : 2020-05-27

Data Science And Analytics written by Usha Batra and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-27 with Computers categories.

This two-volume set (CCIS 1229 and CCIS 1230) constitutes the refereed proceedings of the 5th International Conference on Recent Developments in Science, Engineering and Technology, REDSET 2019, held in Gurugram, India, in November 2019. The 74 revised full papers presented were carefully reviewed and selected from total 353 submissions. The papers are organized in topical sections on data centric programming; next generation computing; social and web analytics; security in data science analytics; big data analytics.