Data Driven Optimization And Knowledge Discovery For An Enterprise Information System

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Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System

Author : Qing Duan
Publisher : Springer
ISBN 13 : 3319187384
Total Pages : 165 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System by : Qing Duan

Download or read book Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System written by Qing Duan and published by Springer. This book was released on 2015-06-13 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive set of optimization and prediction techniques for an enterprise information system. Readers with a background in operations research, system engineering, statistics, or data analytics can use this book as a reference to derive insight from data and use this knowledge as guidance for production management. The authors identify the key challenges in enterprise information management and present results that have emerged from leading-edge research in this domain. Coverage includes topics ranging from task scheduling and resource allocation, to workflow optimization, process time and status prediction, order admission policies optimization, and enterprise service-level performance analysis and prediction. With its emphasis on the above topics, this book provides an in-depth look at enterprise information management solutions that are needed for greater automation and reconfigurability-based fault tolerance, as well as to obtain data-driven recommendations for effective decision-making.

Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System

Author : Qing Duan
Publisher :
ISBN 13 : 9783319187396
Total Pages : pages
Book Rating : 4.1/5 (873 download)

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Book Synopsis Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System by : Qing Duan

Download or read book Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System written by Qing Duan and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive set of optimization and prediction techniques for an enterprise information system. Readers with a background in operations research, system engineering, statistics, or data analytics can use this book as a reference to derive insight from data and use this knowledge as guidance for production management. The authors identify the key challenges in enterprise information management and present results that have emerged from leading-edge research in this domain. Coverage includes topics ranging from task scheduling and resource allocation, to workflow optimization, process time and status prediction, order admission policies optimization, and enterprise service-level performance analysis and prediction. With its emphasis on the above topics, this book provides an in-depth look at enterprise information management solutions that are needed for greater automation and reconfigurability-based fault tolerance, as well as to obtain data-driven recommendations for effective decision-making.

Encyclopedia of Organizational Knowledge, Administration, and Technology

Author : Khosrow-Pour D.B.A., Mehdi
Publisher : IGI Global
ISBN 13 : 1799834743
Total Pages : 2734 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Encyclopedia of Organizational Knowledge, Administration, and Technology by : Khosrow-Pour D.B.A., Mehdi

Download or read book Encyclopedia of Organizational Knowledge, Administration, and Technology written by Khosrow-Pour D.B.A., Mehdi and published by IGI Global. This book was released on 2020-09-29 with total page 2734 pages. Available in PDF, EPUB and Kindle. Book excerpt: For any organization to be successful, it must operate in such a manner that knowledge and information, human resources, and technology are continually taken into consideration and managed effectively. Business concepts are always present regardless of the field or industry – in education, government, healthcare, not-for-profit, engineering, hospitality/tourism, among others. Maintaining organizational awareness and a strategic frame of mind is critical to meeting goals, gaining competitive advantage, and ultimately ensuring sustainability. The Encyclopedia of Organizational Knowledge, Administration, and Technology is an inaugural five-volume publication that offers 193 completely new and previously unpublished articles authored by leading experts on the latest concepts, issues, challenges, innovations, and opportunities covering all aspects of modern organizations. Moreover, it is comprised of content that highlights major breakthroughs, discoveries, and authoritative research results as they pertain to all aspects of organizational growth and development including methodologies that can help companies thrive and analytical tools that assess an organization’s internal health and performance. Insights are offered in key topics such as organizational structure, strategic leadership, information technology management, and business analytics, among others. The knowledge compiled in this publication is designed for entrepreneurs, managers, executives, investors, economic analysts, computer engineers, software programmers, human resource departments, and other industry professionals seeking to understand the latest tools to emerge from this field and who are looking to incorporate them in their practice. Additionally, academicians, researchers, and students in fields that include but are not limited to business, management science, organizational development, entrepreneurship, sociology, corporate psychology, computer science, and information technology will benefit from the research compiled within this publication.

Knowledge Discovery for Business Information Systems

Author : Witold Abramowicz
Publisher : Springer Science & Business Media
ISBN 13 : 030646991X
Total Pages : 442 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Knowledge Discovery for Business Information Systems by : Witold Abramowicz

Download or read book Knowledge Discovery for Business Information Systems written by Witold Abramowicz and published by Springer Science & Business Media. This book was released on 2006-04-18 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Current database technology and computer hardware allow us to gather, store, access, and manipulate massive volumes of raw data in an efficient and inexpensive manner. In addition, the amount of data collected and warehoused in all industries is growing every year at a phenomenal rate. Nevertheless, our ability to discover critical, non-obvious nuggets of useful information in data that could influence or help in the decision making process, is still limited. Knowledge discovery (KDD) and Data Mining (DM) is a new, multidisciplinary field that focuses on the overall process of information discovery from large volumes of data. The field combines database concepts and theory, machine learning, pattern recognition, statistics, artificial intelligence, uncertainty management, and high-performance computing. To remain competitive, businesses must apply data mining techniques such as classification, prediction, and clustering using tools such as neural networks, fuzzy logic, and decision trees to facilitate making strategic decisions on a daily basis. Knowledge Discovery for Business Information Systems contains a collection of 16 high quality articles written by experts in the KDD and DM field from the following countries: Austria, Australia, Bulgaria, Canada, China (Hong Kong), Estonia, Denmark, Germany, Italy, Poland, Singapore and USA.

Artificial Intelligence for Business Optimization

Author : Bhuvan Unhelkar
Publisher : CRC Press
ISBN 13 : 1000409473
Total Pages : 295 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Artificial Intelligence for Business Optimization by : Bhuvan Unhelkar

Download or read book Artificial Intelligence for Business Optimization written by Bhuvan Unhelkar and published by CRC Press. This book was released on 2021-08-09 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains how AI and Machine Learning can be applied to help businesses solve problems, support critical thinking and ultimately create customer value and increase profit. By considering business strategies, business process modeling, quality assurance, cybersecurity, governance and big data and focusing on functions, processes, and people’s behaviors it helps businesses take a truly holistic approach to business optimization. It contains practical examples that make it easy to understand the concepts and apply them. It is written for practitioners (consultants, senior executives, decision-makers) dealing with real-life business problems on a daily basis, who are keen to develop systematic strategies for the application of AI/ML/BD technologies to business automation and optimization, as well as researchers who want to explore the industrial applications of AI and higher-level students.

Innovation Through Information Systems

Author : Frederik Ahlemann
Publisher : Springer Nature
ISBN 13 : 3030867978
Total Pages : 786 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Innovation Through Information Systems by : Frederik Ahlemann

Download or read book Innovation Through Information Systems written by Frederik Ahlemann and published by Springer Nature. This book was released on 2021-10-15 with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the current state of research in information systems and digital transformation. Due to the global trend of digitalization and the impact of the Covid 19 pandemic, the need for innovative, high-quality research on information systems is higher than ever. In this context, the book covers a wide range of topics, such as digital innovation, business analytics, artificial intelligence, and IT strategy, which affect companies, individuals, and societies. This volume gathers the revised and peer-reviewed papers on the topic "Technology" presented at the International Conference on Information Systems, held at the University of Duisburg-Essen in 2021.

Business Modeling and Software Design

Author : Boris Shishkov
Publisher : Springer Nature
ISBN 13 : 3030523063
Total Pages : 395 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Business Modeling and Software Design by : Boris Shishkov

Download or read book Business Modeling and Software Design written by Boris Shishkov and published by Springer Nature. This book was released on 2020-07-06 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Symposium on Business Modeling and Software Design, BMSD 2020, which took place in Berlin, Germany, in July 2020. BMSD is a leading international forum that brings together researchers and practitioners interested in business modeling and its relation to software design. Particular areas of interest are: Business Processes and Enterprise Engineering; Business Models and Requirements; Business Models and Services; Business Models and Software; Information Systems Architectures and Paradigms; Data Aspects in Business Modeling and Software Development; Blockchain-Based Business Models and Information Systems; IoT and Implications for Enterprise Information Systems. The theme of BMSD 2020 was: Towards Knowledge-Driven Enterprise Information Systems.

Machine Learning, Optimization, and Data Science

Author : Giuseppe Nicosia
Publisher : Springer
ISBN 13 : 3030137090
Total Pages : 584 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Machine Learning, Optimization, and Data Science by : Giuseppe Nicosia

Download or read book Machine Learning, Optimization, and Data Science written by Giuseppe Nicosia and published by Springer. This book was released on 2019-02-16 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the post-conference proceedings of the 4th International Conference on Machine Learning, Optimization, and Data Science, LOD 2018, held in Volterra, Italy, in September 2018.The 46 full papers presented were carefully reviewed and selected from 126 submissions. The papers cover topics in the field of machine learning, artificial intelligence, reinforcement learning, computational optimization and data science presenting a substantial array of ideas, technologies, algorithms, methods and applications.

Scalable Enterprise Systems

Author : Vittal Prabhu
Publisher : Springer Science & Business Media
ISBN 13 : 9781402074912
Total Pages : 374 pages
Book Rating : 4.0/5 (749 download)

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Book Synopsis Scalable Enterprise Systems by : Vittal Prabhu

Download or read book Scalable Enterprise Systems written by Vittal Prabhu and published by Springer Science & Business Media. This book was released on 2003-09-30 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book will be of interest to researchers and practitioners in the field of logistics, supply chain management, transportation, enterprise integration, and information technology."--BOOK JACKET.

Technological Innovations in Knowledge Management and Decision Support

Author : Dey, Nilanjan
Publisher : IGI Global
ISBN 13 : 152256165X
Total Pages : 336 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Technological Innovations in Knowledge Management and Decision Support by : Dey, Nilanjan

Download or read book Technological Innovations in Knowledge Management and Decision Support written by Dey, Nilanjan and published by IGI Global. This book was released on 2018-07-27 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Organizations are showing a remarkable interest in realizing knowledge management technologies and processes to adopt knowledge management as part of their overall strategy. However, even with the current advancement in technology, few organizations are entirely capable of developing critical organizational knowledge to achieve improved performance. Technological Innovations in Knowledge Management and Decision Support is a vital research publication that examines different knowledge management areas for organizational competitiveness, survival, and effectiveness. It also provides cutting-edge research techniques in related optimization methods and other automated techniques in real-world processes. Featuring a broad range of topics such as enterprise resource planning, neural networks, and image segmentation, this book is a critical resource for managers, IT specialists, healthcare and social sciences professionals, engineers, academicians, and researchers seeking research on effective knowledge management systems.

MANAGEMENT INFORMATION SYSTEMS

Author : INDRAJIT CHATTERJEE
Publisher : PHI Learning Pvt. Ltd.
ISBN 13 : 812034023X
Total Pages : 211 pages
Book Rating : 4.1/5 (23 download)

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Book Synopsis MANAGEMENT INFORMATION SYSTEMS by : INDRAJIT CHATTERJEE

Download or read book MANAGEMENT INFORMATION SYSTEMS written by INDRAJIT CHATTERJEE and published by PHI Learning Pvt. Ltd.. This book was released on 2010-02-22 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introductory book on Management Information Systems (MIS) is designed to serve as a text for the students of management (BBA and MBA) and computer applications (BCA and MCA). Today, many management information systems are in widespread use by the managers at operational, middle and senior levels. This book will be equally useful to working executives and professionals who wish to grasp the essentials of management information systems. This book discusses all the major areas in information systems with contemporary issues and their effects on business and organization. The main focus is on practical orientation and application of information systems and the emphasis is on real business scenarios. Each chapter provides spotlights on organization, technology or management related to the topics discussed. The book provides a broad treatment of the core topics of MIS, namely databases, data communication, e-commerce, supply chain management, customer relationship management, decision support systems, knowledge management, and also the ethical and social issues involved in information systems. It also discusses the development methodologies of system analysis and design which enable the actual information systems to be built to meet the needs of an organization. Case studies based on management of business information provide the students with insight into the actual processes involved.

Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques

Author : Evangelos Triantaphyllou
Publisher : Springer Science & Business Media
ISBN 13 : 0387342966
Total Pages : 784 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques by : Evangelos Triantaphyllou

Download or read book Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques written by Evangelos Triantaphyllou and published by Springer Science & Business Media. This book was released on 2006-09-10 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book outlines the core theory and practice of data mining and knowledge discovery (DM & KD) examining theoretical foundations for various methods, and presenting an array of examples, many drawn from real-life applications. Most theoretical developments are accompanied by extensive empirical analysis, offering a deep insight into both theoretical and practical aspects of the subject. The book presents the combined research experiences of 40 expert contributors of world renown.

Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development: Innovative Methods and Applications

Author : Nguyen, Tho Manh
Publisher : IGI Global
ISBN 13 : 1605667498
Total Pages : 425 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development: Innovative Methods and Applications by : Nguyen, Tho Manh

Download or read book Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development: Innovative Methods and Applications written by Nguyen, Tho Manh and published by IGI Global. This book was released on 2009-07-31 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently, researchers have focused on challenging problems facing the development of data warehousing, knowledge discovery, and data mining applications.

Information System Development

Author : María José Escalona
Publisher : Springer
ISBN 13 : 3319072153
Total Pages : 536 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Information System Development by : María José Escalona

Download or read book Information System Development written by María José Escalona and published by Springer. This book was released on 2014-07-23 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information System Development—Improving Enterprise Communication are the collected proceedings of the 22nd International Conference on Information Systems Development: Improving Enterprise Communication—ISD 2013 Conference, held in Seville, Spain. It follows in the tradition of previous conferences in the series in exploring the connections between industry, research and education. These proceedings represent ongoing reflections within the academic community on established information systems topics and emerging concepts, approaches and ideas. It is hoped that the papers herein contribute towards disseminating research and improving practice. The conference tracks highlighted at the 22nd International Conference on Information Systems Development (ISD 2013) were: Applications Data and Ontologies End Users Enterprise Evolution Industrial cases in ISD Intelligent Business Process Management Model Driven Engineering in ISD New Technologies Process Management Quality

Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799890244
Total Pages : 1538 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering by : Management Association, Information Resources

Download or read book Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-05-28 with total page 1538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision support systems (DSS) are widely touted for their effectiveness in aiding decision making, particularly across a wide and diverse range of industries including healthcare, business, and engineering applications. The concepts, principles, and theories of enhanced decision making are essential points of research as well as the exact methods, tools, and technologies being implemented in these industries. From both a standpoint of DSS interfaces, namely the design and development of these technologies, along with the implementations, including experiences and utilization of these tools, one can get a better sense of how exactly DSS has changed the face of decision making and management in multi-industry applications. Furthermore, the evaluation of the impact of these technologies is essential in moving forward in the future. The Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering explores how decision support systems have been developed and implemented across diverse industries through perspectives on the technology, the utilizations of these tools, and from a decision management standpoint. The chapters will cover not only the interfaces, implementations, and functionality of these tools, but also the overall impacts they have had on the specific industries mentioned. This book also evaluates the effectiveness along with benefits and challenges of using DSS as well as the outlook for the future. This book is ideal for decision makers, IT consultants and specialists, software developers, design professionals, academicians, policymakers, researchers, professionals, and students interested in how DSS is being used in different industries.

Recent Innovations in Artificial Intelligence and Smart Applications

Author : Mostafa Al-Emran
Publisher : Springer Nature
ISBN 13 : 3031147480
Total Pages : 387 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Recent Innovations in Artificial Intelligence and Smart Applications by : Mostafa Al-Emran

Download or read book Recent Innovations in Artificial Intelligence and Smart Applications written by Mostafa Al-Emran and published by Springer Nature. This book was released on 2022-10-01 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book tackles the recent research trends on the role of AI in advancing automotive manufacturing, augmented reality, sustainable development in smart cities, telemedicine, and robotics. It sheds light on the recent AI innovations in classical machine learning, deep learning, Internet of Things (IoT), Blockchain, knowledge representation, knowledge management, big data, and natural language processing (NLP). The edited book covers empirical and reviews studies that primarily concentrate on the aforementioned issues, which would assist scholars in pursuing future research in the domain and identifying the possible future developments of AI applications.

Intelligent Information and Database Systems

Author : Jeng-Shyang Pan
Publisher : Springer Science & Business Media
ISBN 13 : 3642284868
Total Pages : 531 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Intelligent Information and Database Systems by : Jeng-Shyang Pan

Download or read book Intelligent Information and Database Systems written by Jeng-Shyang Pan and published by Springer Science & Business Media. This book was released on 2012-03-02 with total page 531 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set LNAI 7196, LNAI 7197 and LNAI 7198 constitutes the refereed proceedings of the 4th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2012, held in Kaohsiung, Taiwan in March 2012. The 161 revised papers presented were carefully reviewed and selected from more than 472 submissions. The papers included cover the following topics: intelligent database systems, data warehouses and data mining, natural language processing and computational linguistics, semantic Web, social networks and recommendation systems, collaborative systems and applications, e-bussiness and e-commerce systems, e-learning systems, information modeling and requirements engineering, information retrieval systems, intelligent agents and multi-agent systems, intelligent information systems, intelligent internet systems, intelligent optimization techniques, object-relational DBMS, ontologies and knowledge sharing, semi-structured and XML database systems, unified modeling language and unified processes, Web services and semantic Web, computer networks and communication systems.