Maximizing Information System Availability Through Bayesian Belief Network Approaches Emerging Research And Opportunities

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Maximizing Information System Availability Through Bayesian Belief Network Approaches: Emerging Research and Opportunities

Ibrahimovi?, Semir,Turulja, Lejla,Bajgori?, Nijaz
Maximizing Information System Availability Through Bayesian Belief Network Approaches Emerging Research and Opportunities Book PDF

Author : Ibrahimovi?, Semir,Turulja, Lejla,Bajgori?, Nijaz
Publisher : IGI Global
Page : 180 pages
File Size : 54,5 Mb
Release : 2017-02-22
Category : Computers
ISBN : 9781522522690

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Maximizing Information System Availability Through Bayesian Belief Network Approaches: Emerging Research and Opportunities by Ibrahimovi?, Semir,Turulja, Lejla,Bajgori?, Nijaz Pdf

Technological tools have enhanced the available opportunities and activities in the realm of e-business. In organizations that support real-time business-critical operations, the proper use and maintenance of relevant technology is crucial. Maximizing Information System Availability Through Bayesian Belief Network Approaches: Emerging Research and Opportunities is a pivotal book that features the latest research perspectives on the implementation of effective information systems in business contexts. Highlighting relevant topics such as data security, investment viability, and operational risk management, this book is ideally designed for managers, professionals, academics, practitioners, and students interested in novel techniques for maintaining and measuring information system availability.

Recent Research in Control Engineering and Decision Making

Olga Dolinina,Alexander Brovko,Vitaly Pechenkin,Alexey Lvov,Vadim Zhmud,Vladik Kreinovich
Recent Research in Control Engineering and Decision Making Book PDF

Author : Olga Dolinina,Alexander Brovko,Vitaly Pechenkin,Alexey Lvov,Vadim Zhmud,Vladik Kreinovich
Publisher : Springer
Page : 771 pages
File Size : 52,6 Mb
Release : 2019-01-28
Category : Technology & Engineering
ISBN : 9783030120726

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Recent Research in Control Engineering and Decision Making by Olga Dolinina,Alexander Brovko,Vitaly Pechenkin,Alexey Lvov,Vadim Zhmud,Vladik Kreinovich Pdf

This book constitutes the full papers and short monographs developed on the base of the refereed proceedings of the International Conference on Information Technologies: Information and Communication Technologies for Research and Industry (ICIT-2019), held in Saratov, Russia in February 2019. The book brings accepted papers which present new approaches and methods of solving problems in the sphere of control engineering and decision making for the various fields of studies: industry and research, ontology-based data simulation, smart city technologies, theory and use of digital signal processing, cognitive systems, robotics, cybernetics, automation control theory, image recognition technologies, and computer vision. Particular emphasis is laid on modern trends, new approaches, algorithms and methods in selected fields of interest. The presented papers were accepted after careful reviews made by at least three independent reviewers in a double-blind way. The acceptance level was about 60%. The chapters are organized thematically in several areas within the following tracks: • Models, Methods & Approaches in Decision Making Systems • Mathematical Modelling for Industry & Research • Smart City Technologies The conference is focused on development and globalization of information and communication technologies (ICT), methods of control engineering and decision making along with innovations and networking, ICT for sustainable development and technological change, and global challenges. Moreover, the ICIT-2019 served as a discussion area for the actual above-mentioned topics. The editors believe that the readers will find the proceedings interesting and useful for their own research work.

Handbook of Research on Emergent Applications of Optimization Algorithms

Vasant, Pandian,Alparslan-Gok, Sirma Zeynep,Weber, Gerhard-Wilhelm
Handbook of Research on Emergent Applications of Optimization Algorithms Book PDF

Author : Vasant, Pandian,Alparslan-Gok, Sirma Zeynep,Weber, Gerhard-Wilhelm
Publisher : IGI Global
Page : 812 pages
File Size : 45,6 Mb
Release : 2017-10-31
Category : Computers
ISBN : 9781522529910

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Handbook of Research on Emergent Applications of Optimization Algorithms by Vasant, Pandian,Alparslan-Gok, Sirma Zeynep,Weber, Gerhard-Wilhelm Pdf

Modern optimization approaches have attracted an increasing number of scientists, decision makers, and researchers. As new issues in this field emerge, different optimization methodologies must be developed and implemented. The Handbook of Research on Emergent Applications of Optimization Algorithms is an authoritative reference source for the latest scholarly research on modern optimization techniques for solving complex problems of global optimization and their applications in economics and engineering. Featuring coverage on a broad range of topics and perspectives such as hybrid systems, non-cooperative games, and cryptography, this publication is ideally designed for students, researchers, and engineers interested in emerging developments in optimization algorithms.

Social Network Analytics for Contemporary Business Organizations

Bansal, Himani,Shrivastava, Gulshan,Nguyen, Gia Nhu,Stanciu, Loredana-Mihaela
Social Network Analytics for Contemporary Business Organizations Book PDF

Author : Bansal, Himani,Shrivastava, Gulshan,Nguyen, Gia Nhu,Stanciu, Loredana-Mihaela
Publisher : IGI Global
Page : 321 pages
File Size : 49,5 Mb
Release : 2018-03-23
Category : Business & Economics
ISBN : 9781522550983

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Social Network Analytics for Contemporary Business Organizations by Bansal, Himani,Shrivastava, Gulshan,Nguyen, Gia Nhu,Stanciu, Loredana-Mihaela Pdf

Social technology is quickly becoming a vital tool in our personal, educational, and professional lives. Its use must be further examined in order to determine the role of social media technology in organizational settings to promote business development and growth. Social Network Analytics for Contemporary Business Organizations is a critical scholarly resource that analyzes the application of social media in business applications. Featuring coverage on a broad range of topics, such as business management, dynamic networks, and online interaction, this book is geared towards professionals, researchers, academics, students, managers, and practitioners actively involved in the business industry.

Research, Practices, and Innovations in Global Risk and Contingency Management

Strang, Kenneth David,Korstanje, Maximiliano E.,Vajjhala, Narasimha
Research Practices and Innovations in Global Risk and Contingency Management Book PDF

Author : Strang, Kenneth David,Korstanje, Maximiliano E.,Vajjhala, Narasimha
Publisher : IGI Global
Page : 418 pages
File Size : 47,8 Mb
Release : 2018-01-12
Category : Business & Economics
ISBN : 9781522547556

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Research, Practices, and Innovations in Global Risk and Contingency Management by Strang, Kenneth David,Korstanje, Maximiliano E.,Vajjhala, Narasimha Pdf

Risk management is a vital concern in any organization. In order to succeed in the competitive modern business environment, the decision-making process must be effectively governed and managed. Research, Practices, and Innovations in Global Risk and Contingency Management is a critical scholarly resource that provides an all-encompassing holistic discussion of risk management and perception, while giving readers innovations on empirical risk-contingency management research and case studies. Featuring coverage on a broad range of topics, such as contingency planning, project management, and risk mitigation, this book is geared towards academicians, practitioners, and researchers seeking current research on risk and contingency management issues.

Value Sharing for Sustainable and Inclusive Development

Risso, Mario,Testarmata, Silvia
Value Sharing for Sustainable and Inclusive Development Book PDF

Author : Risso, Mario,Testarmata, Silvia
Publisher : IGI Global
Page : 398 pages
File Size : 48,7 Mb
Release : 2017-12-01
Category : Business & Economics
ISBN : 9781522531487

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Value Sharing for Sustainable and Inclusive Development by Risso, Mario,Testarmata, Silvia Pdf

Business retains a large influence over the progression of society. Thus, shared goals among corporations could lead to a larger positive impact on the resilience of social and economic expansions. Value Sharing for Sustainable and Inclusive Development is a critical academic resource that explores the opportunities through which businesses can contribute to sustainable and inclusive development. Featuring coverage on a broad range of topics such as the value sharing model, corporate social responsibility, and multi-sided markets, this book is geared toward academicians, researchers, policy makers, and students seeking current research on the importance of collaborative efforts on the part of businesses and entities to achieve functional progression.

Social Capital Modeling in Virtual Communities: Bayesian Belief Network Approaches

Daniel, Ben
Social Capital Modeling in Virtual Communities Bayesian Belief Network Approaches Book PDF

Author : Daniel, Ben
Publisher : IGI Global
Page : 284 pages
File Size : 45,7 Mb
Release : 2009-05-31
Category : Education
ISBN : 9781605666648

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Social Capital Modeling in Virtual Communities: Bayesian Belief Network Approaches by Daniel, Ben Pdf

"In this book researchers have employed different approaches to examine and describe various types of relationships among people in communities by using social capital as a conceptual and theoretical tool"--Provided by publisher.

Graphical Models

Michael Irwin Jordan,Terrence Joseph Sejnowski
Graphical Models Book PDF

Author : Michael Irwin Jordan,Terrence Joseph Sejnowski
Publisher : MIT Press
Page : 450 pages
File Size : 44,9 Mb
Release : 2001
Category : Artificial intelligence
ISBN : 0262600420

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Graphical Models by Michael Irwin Jordan,Terrence Joseph Sejnowski Pdf

This book exemplifies the interplay between the general formal framework of graphical models and the exploration of new algorithm and architectures. The selections range from foundational papers of historical importance to results at the cutting edge of research. Graphical models use graphs to represent and manipulate joint probability distributions. They have their roots in artificial intelligence, statistics, and neural networks. The clean mathematical formalism of the graphical models framework makes it possible to understand a wide variety of network-based approaches to computation, and in particular to understand many neural network algorithms and architectures as instances of a broader probabilistic methodology. It also makes it possible to identify novel features of neural network algorithms and architectures and to extend them to more general graphical models.This book exemplifies the interplay between the general formal framework of graphical models and the exploration of new algorithms and architectures. The selections range from foundational papers of historical importance to results at the cutting edge of research. Contributors H. Attias, C. M. Bishop, B. J. Frey, Z. Ghahramani, D. Heckerman, G. E. Hinton, R. Hofmann, R. A. Jacobs, Michael I. Jordan, H. J. Kappen, A. Krogh, R. Neal, S. K. Riis, F. B. Rodríguez, L. K. Saul, Terrence J. Sejnowski, P. Smyth, M. E. Tipping, V. Tresp, Y. Weiss

Neural Networks and Soft Computing

Leszek Rutkowski
Neural Networks and Soft Computing Book PDF

Author : Leszek Rutkowski
Publisher : Springer Science & Business Media
Page : 935 pages
File Size : 45,6 Mb
Release : 2013-03-20
Category : Computers
ISBN : 9783790819021

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Neural Networks and Soft Computing by Leszek Rutkowski Pdf

This volume presents new trends and developments in soft computing techniques. Topics include: neural networks, fuzzy systems, evolutionary computation, knowledge discovery, rough sets, and hybrid methods. It also covers various applications of soft computing techniques in economics, mechanics, medicine, automatics and image processing. The book contains contributions from internationally recognized scientists, such as Zadeh, Bubnicki, Pawlak, Amari, Batyrshin, Hirota, Koczy, Kosinski, Novák, S.-Y. Lee, Pedrycz, Raudys, Setiono, Sincak, Strumillo, Takagi, Usui, Wilamowski and Zurada. An excellent overview of soft computing methods and their applications.

Neural Networks and Statistical Learning

Ke-Lin Du,M. N. S. Swamy
Neural Networks and Statistical Learning Book PDF

Author : Ke-Lin Du,M. N. S. Swamy
Publisher : Springer Nature
Page : 988 pages
File Size : 48,9 Mb
Release : 2019-09-12
Category : Mathematics
ISBN : 9781447174523

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Neural Networks and Statistical Learning by Ke-Lin Du,M. N. S. Swamy Pdf

This book provides a broad yet detailed introduction to neural networks and machine learning in a statistical framework. A single, comprehensive resource for study and further research, it explores the major popular neural network models and statistical learning approaches with examples and exercises and allows readers to gain a practical working understanding of the content. This updated new edition presents recently published results and includes six new chapters that correspond to the recent advances in computational learning theory, sparse coding, deep learning, big data and cloud computing. Each chapter features state-of-the-art descriptions and significant research findings. The topics covered include: • multilayer perceptron; • the Hopfield network; • associative memory models;• clustering models and algorithms; • t he radial basis function network; • recurrent neural networks; • nonnegative matrix factorization; • independent component analysis; •probabilistic and Bayesian networks; and • fuzzy sets and logic. Focusing on the prominent accomplishments and their practical aspects, this book provides academic and technical staff, as well as graduate students and researchers with a solid foundation and comprehensive reference on the fields of neural networks, pattern recognition, signal processing, and machine learning.

Bayesian Networks

Olivier Pourret,Patrick Naïm,Bruce Marcot
Bayesian Networks Book PDF

Author : Olivier Pourret,Patrick Naïm,Bruce Marcot
Publisher : John Wiley & Sons
Page : 446 pages
File Size : 54,9 Mb
Release : 2008-04-30
Category : Mathematics
ISBN : 0470994541

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Bayesian Networks by Olivier Pourret,Patrick Naïm,Bruce Marcot Pdf

Bayesian Networks, the result of the convergence of artificial intelligence with statistics, are growing in popularity. Their versatility and modelling power is now employed across a variety of fields for the purposes of analysis, simulation, prediction and diagnosis. This book provides a general introduction to Bayesian networks, defining and illustrating the basic concepts with pedagogical examples and twenty real-life case studies drawn from a range of fields including medicine, computing, natural sciences and engineering. Designed to help analysts, engineers, scientists and professionals taking part in complex decision processes to successfully implement Bayesian networks, this book equips readers with proven methods to generate, calibrate, evaluate and validate Bayesian networks. The book: Provides the tools to overcome common practical challenges such as the treatment of missing input data, interaction with experts and decision makers, determination of the optimal granularity and size of the model. Highlights the strengths of Bayesian networks whilst also presenting a discussion of their limitations. Compares Bayesian networks with other modelling techniques such as neural networks, fuzzy logic and fault trees. Describes, for ease of comparison, the main features of the major Bayesian network software packages: Netica, Hugin, Elvira and Discoverer, from the point of view of the user. Offers a historical perspective on the subject and analyses future directions for research. Written by leading experts with practical experience of applying Bayesian networks in finance, banking, medicine, robotics, civil engineering, geology, geography, genetics, forensic science, ecology, and industry, the book has much to offer both practitioners and researchers involved in statistical analysis or modelling in any of these fields.

Handbook of Research on Big Data Clustering and Machine Learning

Garcia Marquez, Fausto Pedro
Handbook of Research on Big Data Clustering and Machine Learning Book PDF

Author : Garcia Marquez, Fausto Pedro
Publisher : IGI Global
Page : 478 pages
File Size : 53,9 Mb
Release : 2019-10-04
Category : Computers
ISBN : 9781799801078

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Handbook of Research on Big Data Clustering and Machine Learning by Garcia Marquez, Fausto Pedro Pdf

As organizations continue to develop, there is an increasing need for technological methods that can keep up with the rising amount of data and information that is being generated. Machine learning is a tool that has become powerful due to its ability to analyze large amounts of data quickly. Machine learning is one of many technological advancements that is being implemented into a multitude of specialized fields. An extensive study on the execution of these advancements within professional industries is necessary. The Handbook of Research on Big Data Clustering and Machine Learning is an essential reference source that synthesizes the analytic principles of clustering and machine learning to big data and provides an interface between the main disciplines of engineering/technology and the organizational, administrative, and planning abilities of management. Featuring research on topics such as project management, contextual data modeling, and business information systems, this book is ideally designed for engineers, economists, finance officers, marketers, decision makers, business professionals, industry practitioners, academicians, students, and researchers seeking coverage on the implementation of big data and machine learning within specific professional fields.

Encyclopedia of Information Systems and Technology - Two Volume Set

Phillip A. Laplante
Encyclopedia of Information Systems and Technology Two Volume Set Book PDF

Author : Phillip A. Laplante
Publisher : CRC Press
Page : 1307 pages
File Size : 51,6 Mb
Release : 2015-12-29
Category : Computers
ISBN : 9781000031744

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Encyclopedia of Information Systems and Technology - Two Volume Set by Phillip A. Laplante Pdf

Spanning the multi-disciplinary scope of information technology, the Encyclopedia of Information Systems and Technology draws together comprehensive coverage of the inter-related aspects of information systems and technology. The topics covered in this encyclopedia encompass internationally recognized bodies of knowledge, including those of The IT BOK, the Chartered Information Technology Professionals Program, the International IT Professional Practice Program (British Computer Society), the Core Body of Knowledge for IT Professionals (Australian Computer Society), the International Computer Driving License Foundation (European Computer Driving License Foundation), and the Guide to the Software Engineering Body of Knowledge. Using the universally recognized definitions of IT and information systems from these recognized bodies of knowledge, the encyclopedia brings together the information that students, practicing professionals, researchers, and academicians need to keep their knowledge up to date. Also Available Online This Taylor & Francis encyclopedia is also available through online subscription, offering a variety of extra benefits for researchers, students, and librarians, including:  Citation tracking and alerts  Active reference linking  Saved searches and marked lists  HTML and PDF format options Contact Taylor and Francis for more information or to inquire about subscription options and print/online combination packages. US: (Tel) 1.888.318.2367; (E-mail) [email protected] International: (Tel) +44 (0) 20 7017 6062; (E-mail) [email protected]

Encyclopedia of Information Science and Technology, First Edition

Khosrow-Pour, D.B.A., Mehdi
Encyclopedia of Information Science and Technology First Edition Book PDF

Author : Khosrow-Pour, D.B.A., Mehdi
Publisher : IGI Global
Page : 3807 pages
File Size : 40,8 Mb
Release : 2005-01-31
Category : Education
ISBN : 9781591407942

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Encyclopedia of Information Science and Technology, First Edition by Khosrow-Pour, D.B.A., Mehdi Pdf

Comprehensive coverage of critical issues related to information science and technology.

Networked Digital Technologies, Part II

Filip Zavoral,Jakub Yaghob,Pit Pichappan,Eyas El-Qawasmeh
Networked Digital Technologies Part II Book PDF

Author : Filip Zavoral,Jakub Yaghob,Pit Pichappan,Eyas El-Qawasmeh
Publisher : Springer Science & Business Media
Page : 748 pages
File Size : 45,7 Mb
Release : 2010-06-30
Category : Computers
ISBN : 9783642143052

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Networked Digital Technologies, Part II by Filip Zavoral,Jakub Yaghob,Pit Pichappan,Eyas El-Qawasmeh Pdf

On behalf of the NDT 2010 conference, the Program Committee and Charles University in Prague, Czech Republic, we welcome you to the proceedings of the Second International Conference on ‘Networked Digital Technologies’ (NDT 2010). The NDT 2010 conference explored new advances in digital and Web technology applications. It brought together researchers from various areas of computer and information sciences who addressed both theoretical and applied aspects of Web technology and Internet applications. We hope that the discussions and exchange of ideas that took place will contribute to advancements in the technology in the near future. The conference received 216 papers, out of which 85 were accepted, resulting in an acceptance rate of 39%. These accepted papers are authored by researchers from 34 countries covering many significant areas of Web applications. Each paper was evaluated by a minimum of two reviewers. Finally, we believe that the proceedings document the best research in the studied areas. We express our thanks to the Charles University in Prague, Springer, the authors and the organizers of the conference.