Interactive Granular Computations In Networks And Systems Engineering A Practical Perspective

Author : Andrzej Jankowski
Publisher : Springer
Page : 654 pages
File Size : 43,9 Mb
Release : 2017-06-25
Category : Technology & Engineering
ISBN : 9783319576275

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Interactive Granular Computations in Networks and Systems Engineering: A Practical Perspective by Andrzej Jankowski Pdf

The book outlines selected projects conducted under the supervision of the author. Moreover, it discusses significant relations between Interactive Granular Computing (IGrC) and numerous dynamically developing scientific domains worldwide, along with features characteristic of the author’s approach to IGrC. The results presented are a continuation and elaboration of various aspects of Wisdom Technology, initiated and developed in cooperation with Professor Andrzej Skowron. Based on the empirical findings from these projects, the author explores the following areas: (a) understanding the causes of the theory and practice gap problem (TPGP) in complex systems engineering (CSE); (b) generalizing computing models of complex adaptive systems (CAS) (in particular, natural computing models) by constructing an interactive granular computing (IGrC) model of networks of interrelated interacting complex granules (c-granules), belonging to a single agent and/or to a group of agents; (c) developing methodologies based on the IGrC model to minimize the negative consequences of the TPGP. The book introduces approaches to the above issues, using the proposed IGrC model. In particular, the IGrC model refers to the key mechanisms used to control the processes related to the implementation of CSE projects. One of the main aims was to develop a mechanism of IGrC control over computations that model a project’s implementation processes to maximize the chances of its success, while at the same time minimizing the emerging risks. In this regard, the IGrC control is usually performed by means of properly selected and enforced (among project participants) project principles. These principles constitute examples of c-granules, expressed by complex vague concepts (represented by c-granules too). The c-granules evolve with time (in particular, the meaning of the concepts is also subject of change). This methodology is illustrated using project principles applied by the author during the implementation of the POLTAX, AlgoTradix, Merix, and Excavio projects outlined in the book.

Author : Bernd-Holger Schlingloff,Thomas Vogel,Andrzej Skowron
Publisher : Springer Nature
Page : 234 pages
File Size : 47,9 Mb
Release : 2023-05-04
Category : Technology & Engineering
ISBN : 9783031266515

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Concurrency, Specification and Programming by Bernd-Holger Schlingloff,Thomas Vogel,Andrzej Skowron Pdf

This book presents novel approaches to the formal specification of concurrent and parallel systems, mathematical models for describing such systems, and programming and verification concepts for their implementation. A special emphasis is on methods based on artificial intelligence and machine learning techniques. Chapters are revised selected papers from the 29th International Workshop on Concurrency, Specification, and Programming (CS&P 2021), Berlin, Germany. Nine independent chapters cover formal approaches to topics such as requirements formalization, parsing, or granular computing, as well as their applications in recommender systems, decision making, security, optimization, and other areas. The book thus addresses both researchers and practitioners in its field.

Author : Ngoc Thanh Nguyen,Lazaros Iliadis,Ilias Maglogiannis,Bogdan Trawiński
Publisher : Springer Nature
Page : 817 pages
File Size : 44,6 Mb
Release : 2021-09-29
Category : Computers
ISBN : 9783030880811

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Computational Collective Intelligence by Ngoc Thanh Nguyen,Lazaros Iliadis,Ilias Maglogiannis,Bogdan Trawiński Pdf

This book constitutes the refereed proceedings of the 13th International Conference on Computational Collective Intelligence, ICCCI 2021, held in September/October 2021. The conference was held virtually due to the COVID-19 pandemic. The 58 full papers were carefully reviewed and selected from 230 submissions. The papers are grouped in topical issues on knowledge engineering and semantic web; social networks and recommender systems; collective decision-making; cooperative strategies for decision making and optimization; data mining and machine learning; computer vision techniques; natural language processing; Internet of Things: technologies and applications; Internet of Things and computational technologies for collective intelligence; computational intelligence for multimedia understanding.

Author : Andrea Campagner,Oliver Urs Lenz,Shuyin Xia,Dominik Ślęzak,Jarosław Wąs,JingTao Yao
Publisher : Springer Nature
Page : 686 pages
File Size : 52,9 Mb
Release : 2024-01-31
Category : Computers
ISBN : 9783031509599

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Rough Sets by Andrea Campagner,Oliver Urs Lenz,Shuyin Xia,Dominik Ślęzak,Jarosław Wąs,JingTao Yao Pdf

This book constitutes the refereed proceedings of the International Joint Conference on Rough Sets, IJCRS 2023, held in Krakow, Poland, during October 5–8, 2023. The 43 full papers included in this book were carefully reviewed and selected from 83 submissions. They were organized in topical sections as follows: Rough Set Models, Foundations, Three-way Decisions, Granular Models, Distances and Similarities, Hybrid Approaches, Applications, Cybersecurity and IoT.

Author : Lech Polkowski,Yiyu Yao,Piotr Artiemjew,Davide Ciucci,Dun Liu,Dominik Ślęzak,Beata Zielosko
Publisher : Springer
Page : 693 pages
File Size : 41,9 Mb
Release : 2017-06-22
Category : Computers
ISBN : 9783319608372

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Rough Sets by Lech Polkowski,Yiyu Yao,Piotr Artiemjew,Davide Ciucci,Dun Liu,Dominik Ślęzak,Beata Zielosko Pdf

This two-volume set LNAI 10313 and LNAI 10314 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2017, held in Olsztyn, Poland, in July 2017. The 74 revised full papers presented together with 16 short papers and 16 invited talks, were carefully reviewed and selected from 130 submissions. The papers in this two set-volume of IJCRS 2017 follow the track already rutted by RSCTC and JRS conferences which aimed at unification of many facets of rough set theory from theoretical aspects of the rough set idea bordering on theory of concepts and going through algebraic structures, topological structures, logics for uncertain reasoning, decision algorithms, relations to other theories of vagueness and ambiguity, then to extensions of the rough set idea like granular structures, rough mereology, and to applications of the idea in diverse fields of applied science including hybrid methods like rough-fuzzy, neuro-rough, neuro-rough-fuzzy computing. IJCRS 2017 encompasses topics spread among four main tracks: Rough Sets and Data Science (in relation to RSCTC series organized since 1998); Rough Sets and Granular Computing (in relation to RSFDGrC series organized since 1999); Rough Sets and Knowledge Technology (in relation to RSKT series organized since 2006); and Rough Sets and Intelligent Systems (in relation to RSEISP series organized since 2007).

Author : Zhongzhi Shi,Mihir Chakraborty,Samarjit Kar
Publisher : Springer Nature
Page : 317 pages
File Size : 50,7 Mb
Release : 2021-04-14
Category : Computers
ISBN : 9783030748265

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Intelligence Science III by Zhongzhi Shi,Mihir Chakraborty,Samarjit Kar Pdf

This book constitutes the refereed post-conference proceedings of the 4th International Conference on Intelligence Science, ICIS 2020, held in Durgapur, India, in February 2021 (originally November 2020). The 23 full papers and 4 short papers presented were carefully reviewed and selected from 42 submissions. One extended abstract is also included. They deal with key issues in brain cognition; uncertain theory; machine learning; data intelligence; language cognition; vision cognition; perceptual intelligence; intelligent robot; and medical artificial intelligence.

Author : Chaudhery Mustansar Hussain,Paolo Di Sia
Publisher : Springer Nature
Page : 2831 pages
File Size : 44,8 Mb
Release : 2022-11-09
Category : Technology & Engineering
ISBN : 9783030842055

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Handbook of Smart Materials, Technologies, and Devices by Chaudhery Mustansar Hussain,Paolo Di Sia Pdf

This handbook brings together technical expertise, conceptual background, applications, and societal aspects of Industry 4.0: the evolution of automation and data exchange in fabrication technologies, materials processing, and device manufacturing at both experimental and theoretical model scales. The book assembles all the aspects of Industry 4.0, starting from the emergence of the concept to the consequences of its progression. Drawing on expert contributors from around the world, the volume details the technologies that sparked the fourth revolution and illustrates their characteristics, potential, and methods of use in the industrial and societal domains. In addition, important topics such as ethics, privacy and security are considered in a reality where all data is shared and saved remotely. The collection of contribution serve a very broad audience working in the fields of science and engineering, chemical engineering, materials science, nanotechnology, energy, environment, green chemistry, sustainability, electrical and electronic engineering, solid-state physics, surface science, aerosol technology, chemistry, colloid science, device engineering, and computer technology. This handbook ideal reference libraries in universities and industrial institutions, government and independent institutes, individual research groups and scientists.

Author : Vijayalakshmi Saravanan,Alagan Anpalagan,T. Poongodi,Firoz Khan
Publisher : CRC Press
Page : 191 pages
File Size : 44,8 Mb
Release : 2020-12-16
Category : Computers
ISBN : 9781000258516

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Securing IoT and Big Data by Vijayalakshmi Saravanan,Alagan Anpalagan,T. Poongodi,Firoz Khan Pdf

This book covers IoT and Big Data from a technical and business point of view. The book explains the design principles, algorithms, technical knowledge, and marketing for IoT systems. It emphasizes applications of big data and IoT. It includes scientific algorithms and key techniques for fusion of both areas. Real case applications from different industries are offering to facilitate ease of understanding the approach. The book goes on to address the significance of security algorithms in combing IoT and big data which is currently evolving in communication technologies. The book is written for researchers, professionals, and academicians from interdisciplinary and transdisciplinary areas. The readers will get an opportunity to know the conceptual ideas with step-by-step pragmatic examples which makes ease of understanding no matter the level of the reader.

Author : Witold Pedrycz
Publisher : Unknown
Page : 309 pages
File Size : 45,6 Mb
Release : 2018
Category : Electronic
ISBN : OCLC:1192537764

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Granular Computing by Witold Pedrycz Pdf

Information granules, as encountered in natural language, are implicit in nature. To make them fully operational so they can be effectively used to analyze and design intelligent systems, information granules need to be made explicit. An emerging discipline, granular computing focuses on formalizing information granules and unifying them to create a coherent methodological and developmental environment for intelligent system design and analysis. Granular Computing: Analysis and Design of Intelligent Systems presents the unified principles of granular computing along with its comprehensive algorithmic framework and design practices. Introduces the concepts of information granules, information granularity, and granular computing Presents the key formalisms of information granules Builds on the concepts of information granules with discussion of higher-order and higher-type information granules Discusses the operational concept of information granulation and degranulation by highlighting the essence of this tandem and its quantification in terms of the associated reconstruction error Examines the principle of justifiable granularity Stresses the need to look at information granularity as an important design asset that helps construct more realistic models of real-world systems or facilitate collaborative pursuits of system modeling Highlights the concepts, architectures, and design algorithms of granular models Explores application domains where granular computing and granular models play a visible role, including pattern recognition, time series, and decision making Written by an internationally renowned authority in the field, this innovative book introduces readers to granular computing as a new paradigm for the analysis and synthesis of intelligent systems. It is a valuable resource for those engaged in research and practical developments in computer, electrical, industrial, manufacturing, and biomedical engineering. Building from fundamentals, the book is also suitable for readers from nontechnical disciplines where information granules assume a visible position.

Author : Junzo Watada,Toyohide Watanabe,Gloria Phillips-Wren,Robert J. Howlett,Lakhmi C Jain
Publisher : Springer Science & Business Media
Page : 524 pages
File Size : 42,8 Mb
Release : 2012-05-20
Category : Technology & Engineering
ISBN : 9783642299209

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Intelligent Decision Technologies by Junzo Watada,Toyohide Watanabe,Gloria Phillips-Wren,Robert J. Howlett,Lakhmi C Jain Pdf

The Intelligent Decision Technologies (IDT) International Conference encourages an interchange of research on intelligent systems and intelligent technologies that enhance or improve decision making. The focus of IDT is interdisciplinary and includes research on all aspects of intelligent decision technologies, from fundamental development to real applications. IDT has the potential to expand their support of decision making in such areas as finance, accounting, marketing, healthcare, medical and diagnostic systems, military decisions, production and operation, networks, traffic management, crisis response, human-machine interfaces, financial and stock market monitoring and prediction, and robotics. Intelligent decision systems implement advances in intelligent agents, fuzzy logic, multi-agent systems, artificial neural networks, and genetic algorithms, among others. Emerging areas of active research include virtual decision environments, social networking, 3D human-machine interfaces, cognitive interfaces, collaborative systems, intelligent web mining, e-commerce, e-learning, e-business, bioinformatics, evolvable systems, virtual humans, and designer drugs. This volume contains papers from the Fourth KES International Symposium on Intelligent Decision Technologies (KES IDT’12), hosted by researchers in Nagoya University and other institutions in Japan. This book contains chapters based on papers selected from a large number of submissions for consideration for the conference from the international community. The volume represents the current leading thought in intelligent decision technologies.

Author : Tsau-Young Lin,Churn-Jung Liau,Janusz Kacprzyk
Publisher : Springer Nature
Page : 936 pages
File Size : 41,8 Mb
Release : 2023-03-29
Category : Mathematics
ISBN : 9781071626283

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Granular, Fuzzy, and Soft Computing by Tsau-Young Lin,Churn-Jung Liau,Janusz Kacprzyk Pdf

The first edition of the Encyclopedia of Complexity and Systems Science (ECSS, 2009) presented a comprehensive overview of granular computing (GrC) broadly divided into several categories: Granular computing from rough set theory, Granular Computing in Database Theory, Granular Computing in Social Networks, Granular Computing and Fuzzy Set Theory, Grid/Cloud Computing, as well as general issues in granular computing. In 2011, the formal theory of GrC was established, providing an adequate infrastructure to support revolutionary new approaches to computer/data science, including the challenges presented by so-called big data. For this volume of ECSS, Second Edition, many entries have been updated to capture these new developments, together with new chapters on such topics as data clustering, outliers in data mining, qualitative fuzzy sets, and information flow analysis for security applications. Granulations can be seen as a natural and ancient methodology deeply rooted in the human mind. Many daily "things" are routinely granulated into sub "things": The topography of earth is granulated into hills, plateaus, etc., space and time are granulated into infinitesimal granules, and a circle is granulated into polygons of infinitesimal sides. Such granules led to the invention of calculus, topology and non-standard analysis. Formalization of general granulation was difficult but, as shown in this volume, great progress has been made in combing discrete and continuous mathematics under one roof for a broad range of applications in data science.

Author : Victor Malyshkin
Publisher : Springer
Page : 446 pages
File Size : 48,5 Mb
Release : 2019-08-01
Category : Computers
ISBN : 9783030256364

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Parallel Computing Technologies by Victor Malyshkin Pdf

This book constitutes the proceedings of the 15th International Conference on Parallel Computing Technologies, PaCT 2019, held in Almaty, Kazakhstan, in August 2019. The 24 full papers and 10 short papers presented were carefully reviewed and selected from 72 submissions. The papers are organized in topical sections on Programming Languages and Execution Environments; Methods and Tools for Parallel Solution of Large-Scale Problems; Data Processing; Cellular Automata; and Distributed Algorithms.

Author : Kaufmann, Hans-Ruediger
Publisher : IGI Global
Page : 573 pages
File Size : 53,5 Mb
Release : 2014-10-31
Category : Business & Economics
ISBN : 9781466665484

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Handbook of Research on Managing and Influencing Consumer Behavior by Kaufmann, Hans-Ruediger Pdf

In recent years, all types of businesses have increasingly focused on the importance of the relationship with the customer. Customer knowledge management has become a well-known term used in the business and academic worlds for understanding how to control consumer behavior. The Handbook of Research on Managing and Influencing Consumer Behavior discusses the importance of understanding and implementing customer knowledge management and customer relationship management into everyday business workflows. This comprehensive reference work highlights the changes that the Internet and social media have brought to consumer behavior, and is of great use to marketers, businesses, academics, students, researchers, and professionals.

Author : Witold Pedrycz
Publisher : CRC Press
Page : 309 pages
File Size : 53,8 Mb
Release : 2018-09-03
Category : Computers
ISBN : 9781439886878

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Granular Computing by Witold Pedrycz Pdf

Information granules, as encountered in natural language, are implicit in nature. To make them fully operational so they can be effectively used to analyze and design intelligent systems, information granules need to be made explicit. An emerging discipline, granular computing focuses on formalizing information granules and unifying them to create a coherent methodological and developmental environment for intelligent system design and analysis. Granular Computing: Analysis and Design of Intelligent Systems presents the unified principles of granular computing along with its comprehensive algorithmic framework and design practices. Introduces the concepts of information granules, information granularity, and granular computing Presents the key formalisms of information granules Builds on the concepts of information granules with discussion of higher-order and higher-type information granules Discusses the operational concept of information granulation and degranulation by highlighting the essence of this tandem and its quantification in terms of the associated reconstruction error Examines the principle of justifiable granularity Stresses the need to look at information granularity as an important design asset that helps construct more realistic models of real-world systems or facilitate collaborative pursuits of system modeling Highlights the concepts, architectures, and design algorithms of granular models Explores application domains where granular computing and granular models play a visible role, including pattern recognition, time series, and decision making Written by an internationally renowned authority in the field, this innovative book introduces readers to granular computing as a new paradigm for the analysis and synthesis of intelligent systems. It is a valuable resource for those engaged in research and practical developments in computer, electrical, industrial, manufacturing, and biomedical engineering. Building from fundamentals, the book is also suitable for readers from nontechnical disciplines where information granules assume a visible position.

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 52,9 Mb
Release : 2012-06-05
Category : Electronic
ISBN : 0615974422

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MITRE Systems Engineering Guide by Anonim Pdf