Advanced Methods For Computational Collective Intelligence

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Advanced Methods for Computational Collective Intelligence

Ngoc Thanh Nguyen,Bogdan Trawiński,Radosław Katarzyniak,Geun-Sik Jo
Advanced Methods for Computational Collective Intelligence Book PDF

Author : Ngoc Thanh Nguyen,Bogdan Trawiński,Radosław Katarzyniak,Geun-Sik Jo
Publisher : Springer
Page : 378 pages
File Size : 48,8 Mb
Release : 2012-10-13
Category : Technology & Engineering
ISBN : 9783642343001

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Advanced Methods for Computational Collective Intelligence by Ngoc Thanh Nguyen,Bogdan Trawiński,Radosław Katarzyniak,Geun-Sik Jo Pdf

The book consists of 35 extended chapters which have been selected and invited from the submissions to the 4th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2012) held on November 28-30, 2012 in Ho Chi Minh City, Vietnam. The book is organized into six parts, which are semantic web and ontologies, social networks and e-learning, agent and multiagent systems, data mining methods and applications, soft computing, and optimization and control, respectively. All chapters in the book discuss theoretical and practical issues connected with computational collective intelligence and related technologies. The editors hope that the book can be useful for graduate and Ph.D. students in Computer Science, in particular participants in courses on Soft Computing, Multiagent Systems, and Data Mining. This book can be also useful for researchers working on the concept of computational collective intelligence in artificial populations. It is the hope of the editors that readers of this volume can find many inspiring ideas and use them to create new cases of intelligent collectives. Many such challenges are suggested by particular approaches and models presented in individual chapters of this book. The editors hope that readers of this volume can find many inspiring ideas and influential practical examples and use them in their future work.

Computational Collective Intelligence

Manuel Núñez,Ngoc Thanh Nguyen,David Camacho,Bogdan Trawiński
Computational Collective Intelligence Book PDF

Author : Manuel Núñez,Ngoc Thanh Nguyen,David Camacho,Bogdan Trawiński
Publisher : Springer
Page : 661 pages
File Size : 48,6 Mb
Release : 2015-09-09
Category : Computers
ISBN : 9783319243061

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Computational Collective Intelligence by Manuel Núñez,Ngoc Thanh Nguyen,David Camacho,Bogdan Trawiński Pdf

This two-volume set (LNAI 9329 and LNAI 9330) constitutes the refereed proceedings of the 7th International Conference on Collective Intelligence, ICCCI 2014, held in Madrid, Spain, in September 2015. The 110 full papers presented were carefully reviewed and selected from 186 submissions. They are organized in topical sections such as multi-agent systems; social networks and NLP; sentiment analysis; computational intelligence and games; ontologies and information extraction; formal methods and simulation; neural networks, SMT and MIS; collective intelligence in Web systems – Web systems analysis; computational swarm intelligence; cooperative strategies for decision making and optimization; advanced networking and security technologies; IT in biomedicine; collective computational intelligence in educational context; science intelligence and data analysis; computational intelligence in financial markets; ensemble learning; big data mining and searching.

Computational Collective Intelligence. Technologies and Applications

Ngoc Thanh Nguyen,Kiem Hoang,Piotr Jedrzejowicz
Computational Collective Intelligence Technologies and Applications Book PDF

Author : Ngoc Thanh Nguyen,Kiem Hoang,Piotr Jedrzejowicz
Publisher : Springer
Page : 565 pages
File Size : 48,6 Mb
Release : 2012-11-28
Category : Computers
ISBN : 9783642347078

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Computational Collective Intelligence. Technologies and Applications by Ngoc Thanh Nguyen,Kiem Hoang,Piotr Jedrzejowicz Pdf

The two volumes set LNCS 7653 and 7654 constitutes the refereed proceedings of the 4th International Conference on Computational Collective Intelligence, ICCCI, held in Ho Chi Minh City, Vietnam, in November 2012. The 113 revised full papers presented were carefully reviewed and selected from 397 submissions. The papers are organized in topical sections on (Part I) knowledge integration; data mining for collective processing; fuzzy, modal, and collective systems; nature inspired systems; language processing systems; social networks and semantic web; agent and multi-agent systems; classification and clustering methods; modeling and optimization techniques for business intelligence; (Part II) multi-dimensional data processing; web systems; intelligent decision making; methods for scheduling; collective intelligence in web systems – web systems analysis; advanced data mining techniques and applications; cooperative problem solving; computational swarm intelligence; and semantic methods for knowledge discovery and communication

Advances in Computational Collective Intelligence

Costin Bădică,Jan Treur,Djamal Benslimane,Bogumiła Hnatkowska,Marek Krótkiewicz
Advances in Computational Collective Intelligence Book PDF

Author : Costin Bădică,Jan Treur,Djamal Benslimane,Bogumiła Hnatkowska,Marek Krótkiewicz
Publisher : Springer Nature
Page : 742 pages
File Size : 51,8 Mb
Release : 2022-09-21
Category : Computers
ISBN : 9783031162107

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Advances in Computational Collective Intelligence by Costin Bădică,Jan Treur,Djamal Benslimane,Bogumiła Hnatkowska,Marek Krótkiewicz Pdf

This book constitutes refereed proceedings of the 14th International Conference on International Conference on Computational Collective Intelligence, ICCCI 2022, held in Hammamet, Tunisia, in September 2022. The 43 full papers and 15 short papers were thoroughly reviewed and selected from 421 submissions. The papers are grouped in topical ​sections on ​collective intelligence and collective decision-making; natural language processing; deep learning; computational intelligence for multimedia understanding; computational intelligence in medical applications; applications for industry 4.0; experience enhanced intelligence to IoT and sensors; cooperative strategies for decision making and optimization; machine learning methods.

Computational Collective Intelligence. Technologies and Applications

Ngoc Thanh Nguyen,Kiem Hoang,Piotr Jedrzejowicz
Computational Collective Intelligence Technologies and Applications Book PDF

Author : Ngoc Thanh Nguyen,Kiem Hoang,Piotr Jedrzejowicz
Publisher : Springer
Page : 565 pages
File Size : 44,7 Mb
Release : 2012-11-28
Category : Computers
ISBN : 9783642346309

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Computational Collective Intelligence. Technologies and Applications by Ngoc Thanh Nguyen,Kiem Hoang,Piotr Jedrzejowicz Pdf

The two volumes set LNCS 7653 and 7654 constitutes the refereed proceedings of the 4th International Conference on Computational Collective Intelligence, ICCCI, held in Ho Chi Minh City, Vietnam, in November 2012. The 113 revised full papers presented were carefully reviewed and selected from 397 submissions. The papers are organized in topical sections on (Part I) knowledge integration; data mining for collective processing; fuzzy, modal, and collective systems; nature inspired systems; language processing systems; social networks and semantic web; agent and multi-agent systems; classification and clustering methods; modeling and optimization techniques for business intelligence; (Part II) multi-dimensional data processing; web systems; intelligent decision making; methods for scheduling; collective intelligence in web systems – web systems analysis; advanced data mining techniques and applications; cooperative problem solving; computational swarm intelligence; and semantic methods for knowledge discovery and communication

Computational Collective Intelligence -- Technologies and Applications

Dosam Hwang,Jason J. Jung,Ngoc Thanh Nguyen
Computational Collective Intelligence Technologies and Applications Book PDF

Author : Dosam Hwang,Jason J. Jung,Ngoc Thanh Nguyen
Publisher : Springer
Page : 704 pages
File Size : 48,6 Mb
Release : 2014-09-04
Category : Computers
ISBN : 9783319112893

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Computational Collective Intelligence -- Technologies and Applications by Dosam Hwang,Jason J. Jung,Ngoc Thanh Nguyen Pdf

This book constitutes the refereed proceedings of the 6th International Conference on Collective Intelligence, ICCCI 2014, held in Seoul, Korea, in September 2014. The 70 full papers presented were carefully reviewed and selected from 205 submissions. They address topics such as knowledge integration, data mining for collective processing, fuzzy, modal and collective systems, nature inspired systems, language processing systems, social networks and semantic web, agent and multi-agent systems, classification and clustering methods, multi-dimensional data processing, Web systems, intelligent decision making, methods for scheduling, image and video processing, collective intelligence in web systems, computational swarm intelligence, cooperation and collective knowledge.

Semantic Methods for Knowledge Management and Communication

Radosław Katarzyniak Katarzyniak,Tzu-Fu Chiu,Chao-Fu Hong,Ngoc-Thanh Nguyen
Semantic Methods for Knowledge Management and Communication Book PDF

Author : Radosław Katarzyniak Katarzyniak,Tzu-Fu Chiu,Chao-Fu Hong,Ngoc-Thanh Nguyen
Publisher : Springer Science & Business Media
Page : 358 pages
File Size : 50,7 Mb
Release : 2011-08-04
Category : Computers
ISBN : 9783642234170

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Semantic Methods for Knowledge Management and Communication by Radosław Katarzyniak Katarzyniak,Tzu-Fu Chiu,Chao-Fu Hong,Ngoc-Thanh Nguyen Pdf

The book consists of 31 chapters in which the authors deal with multiple aspects of modeling, utilization and implementation of semantic methods for knowledge management and communication in the context of human centered computing. It is assumed that the modern human centered computing requires the intensive application of these methods as well as effective integration with multiple techniques of computational collective intelligence. The book is organized in four parts devoted to the presentation of utilization of knowledge processing in agent and multiagent systems, application of computational collective intelligence to knowledge management, models for collectives of intelligent agents, and models and environments tailored directly to human-centered computing. All chapters in the book discuss theoretical and practical issues related to various models and aspects of computational techniques for semantic methods, which are currently studied and developed in many academic and industry centers over the world. The editors hope that the book can be useful for graduate and PhD students of computer science, as well as for mature academics, researchers and practitioners interested in developing of modern methods for representation, processing and distribution of knowledge in the context of human centered computing and by means of computer based information systems. It is the hope of the editors that readers of this volume can find in all chosen chapters many inspiring ideas and influential practical examples, as well as use them in their current and future work.

Computational Collective Intelligence

Manuel Núñez,Ngoc Thanh Nguyen,David Camacho,Bogdan Trawiński
Computational Collective Intelligence Book PDF

Author : Manuel Núñez,Ngoc Thanh Nguyen,David Camacho,Bogdan Trawiński
Publisher : Springer
Page : 515 pages
File Size : 49,5 Mb
Release : 2015-09-09
Category : Computers
ISBN : 9783319240695

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Computational Collective Intelligence by Manuel Núñez,Ngoc Thanh Nguyen,David Camacho,Bogdan Trawiński Pdf

This two-volume set (LNAI 9329 and LNAI 9330) constitutes the refereed proceedings of the 7th International Conference on Collective Intelligence, ICCCI 2014, held in Madrid, Spain, in September 2015. The 110 full papers presented were carefully reviewed and selected from 186 submissions. They are organized in topical sections such as multi-agent systems; social networks and NLP; sentiment analysis; computational intelligence and games; ontologies and information extraction; formal methods and simulation; neural networks, SMT and MIS; collective intelligence in Web systems – Web systems analysis; computational swarm intelligence; cooperative strategies for decision making and optimization; advanced networking and security technologies; IT in biomedicine; collective computational intelligence in educational context; science intelligence and data analysis; computational intelligence in financial markets; ensemble learning; big data mining and searching.

Computational Collective Intelligence

Ngoc Thanh Nguyen,Elias Pimenidis,Zaheer Khan,Bogdan Trawiński
Computational Collective Intelligence Book PDF

Author : Ngoc Thanh Nguyen,Elias Pimenidis,Zaheer Khan,Bogdan Trawiński
Publisher : Springer
Page : 578 pages
File Size : 49,8 Mb
Release : 2018-08-27
Category : Computers
ISBN : 9783319984438

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Computational Collective Intelligence by Ngoc Thanh Nguyen,Elias Pimenidis,Zaheer Khan,Bogdan Trawiński Pdf

This two-volume set (LNAI 11055 and LNAI 11056) constitutes the refereed proceedings of the 10th International Conference on Collective Intelligence, ICCCI 2018, held in Bristol, UK, in September 2018 The 98 full papers presented were carefully reviewed and selected from 240 submissions. The conference focuses on knowledge engineering and semantic web, social network analysis, recommendation methods and recommender systems, agents and multi-agent systems, text processing and information retrieval, data mining methods and applications, decision support and control systems, sensor networks and internet of things, as well as computer vision techniques.

New Challenges in Computational Collective Intelligence

Radoslaw Katarzyniak,Adam Janiak
New Challenges in Computational Collective Intelligence Book PDF

Author : Radoslaw Katarzyniak,Adam Janiak
Publisher : Springer Science & Business Media
Page : 347 pages
File Size : 49,8 Mb
Release : 2009-08-27
Category : Computers
ISBN : 9783642039577

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New Challenges in Computational Collective Intelligence by Radoslaw Katarzyniak,Adam Janiak Pdf

Collective intelligence has become one of major research issues studied by today’s and future computer science. Computational collective intelligence is understood as this form of group intellectual activity that emerges from collaboration and compe- tion of many artificial individuals. Robotics, artificial intelligence, artificial cognition and group working try to create efficient models for collective intelligence in which it emerges from sets of actions carried out by more or less intelligent individuals. The major methodological, theoretical and practical aspects underlying computational collective intelligence are group decision making, collective action coordination, collective competition and knowledge description, transfer and integration. Obviously, the application of multiple computational technologies such as fuzzy systems, evo- tionary computation, neural systems, consensus theory, knowledge representation etc. is necessary to create new forms of computational collective intelligence and support existing ones. Three subfields of application of computational technologies to support forms of collective intelligence are of special attention to us. The first one is semantic web treated as an advanced tool that increases the collective intelligence in networking environments. The second one covers social networks modeling and analysis, where social networks are this area of in which various forms of computational collective intelligence emerges in a natural way. The third subfield relates us to agent and mul- agent systems understood as this computational and modeling paradigm which is especially tailored to capture the nature of computational collective intelligence in populations of autonomous individuals.

Computational Collective Intelligence

Manuel Núñez,Ngoc Thanh Nguyen,David Camacho,Bogdan Trawiński
Computational Collective Intelligence Book PDF

Author : Manuel Núñez,Ngoc Thanh Nguyen,David Camacho,Bogdan Trawiński
Publisher : Unknown
Page : 128 pages
File Size : 41,8 Mb
Release : 2015
Category : Electronic
ISBN : 3319240706

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Computational Collective Intelligence by Manuel Núñez,Ngoc Thanh Nguyen,David Camacho,Bogdan Trawiński Pdf

This two-volume set (LNAI 9329 and LNAI 9330) constitutes the refereed proceedings of the 7th International Conference on Collective Intelligence, ICCCI 2014, held in Madrid, Spain, in September 2015. The 110 full papers presented were carefully reviewed and selected from 186 submissions. They are organized in topical sections such as multi-agent systems; social networks and NLP; sentiment analysis; computational intelligence and games; ontologies and information extraction; formal methods and simulation; neural networks, SMT and MIS; collective intelligence in Web systems - Web systems analysis; computational swarm intelligence; cooperative strategies for decision making and optimization; advanced networking and security technologies; IT in biomedicine; collective computational intelligence in educational context; science intelligence and data analysis; computational intelligence in financial markets; ensemble learning; big data mining and searching.

New Trends in Computational Collective Intelligence

David Camacho,Sang-Wook Kim,Bogdan Trawiński
New Trends in Computational Collective Intelligence Book PDF

Author : David Camacho,Sang-Wook Kim,Bogdan Trawiński
Publisher : Springer
Page : 213 pages
File Size : 42,7 Mb
Release : 2014-09-10
Category : Technology & Engineering
ISBN : 9783319107745

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New Trends in Computational Collective Intelligence by David Camacho,Sang-Wook Kim,Bogdan Trawiński Pdf

This book consists of 20 chapters in which the authors deal with different theoretical and practical aspects of new trends in Collective Computational Intelligence techniques. Computational Collective Intelligence methods and algorithms are one the current trending research topics from areas related to Artificial Intelligence, Soft Computing or Data Mining among others. Computational Collective Intelligence is a rapidly growing field that is most often understood as an AI sub-field dealing with soft computing methods which enable making group decisions and processing knowledge among autonomous units acting in distributed environments. Web-based Systems, Social Networks, and Multi-Agent Systems very often need these tools for working out consistent knowledge states, resolving conflicts and making decisions. The chapters included in this volume cover a selection of topics and new trends in several domains related to Collective Computational Intelligence: Language and Knowledge Processing, Data Mining Methods and Applications, Computer Vision, and Intelligent Computational Methods. This book will be useful for graduate and PhD students in computer science as well as for mature academics, researchers and practitioners interested in the methods and applications of collective computational intelligence in order to create new intelligent systems.

Inter-cooperative Collective Intelligence: Techniques and Applications

Fatos Xhafa,Nik Bessis
Inter cooperative Collective Intelligence Techniques and Applications Book PDF

Author : Fatos Xhafa,Nik Bessis
Publisher : Springer
Page : 440 pages
File Size : 52,8 Mb
Release : 2013-08-15
Category : Technology & Engineering
ISBN : 9783642350160

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Inter-cooperative Collective Intelligence: Techniques and Applications by Fatos Xhafa,Nik Bessis Pdf

This book covers the latest advances in the rapid growing field of inter-cooperative collective intelligence aiming the integration and cooperation of various computational resources, networks and intelligent processing paradigms to collectively build intelligence and advanced decision support and interfaces for end-users. The book brings a comprehensive view of the state-of-the-art in the field of integration of sensor networks, IoT and Cloud computing, massive and intelligent querying and processing of data. As a result, the book presents lessons learned so far and identifies new research issues, challenges and opportunities for further research and development agendas. Emerging areas of applications are also identified and usefulness of inter-cooperative collective intelligence is envisaged. Researchers, software developers, practitioners and students interested in the field of inter-cooperative collective intelligence will find the comprehensive coverage of this book useful for their research, academic, development and practice activity.

Transactions on Computational Collective Intelligence VIII

Ngoc-Thanh Nguyen
Transactions on Computational Collective Intelligence VIII Book PDF

Author : Ngoc-Thanh Nguyen
Publisher : Springer
Page : 229 pages
File Size : 45,9 Mb
Release : 2012-10-12
Category : Computers
ISBN : 9783642346453

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Transactions on Computational Collective Intelligence VIII by Ngoc-Thanh Nguyen Pdf

These Transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the Semantic Web, social networks and multiagent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems. This eighth issue contains a collection of ten carefully selected and thorougly revised contributions.

Computational Collective Intelligence. Technologies and Applications

Costin Badica,Ngoc Thanh Nguyen,Marius Brezovan
Computational Collective Intelligence Technologies and Applications Book PDF

Author : Costin Badica,Ngoc Thanh Nguyen,Marius Brezovan
Publisher : Springer
Page : 740 pages
File Size : 48,5 Mb
Release : 2013-09-03
Category : Computers
ISBN : 9783642404955

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Computational Collective Intelligence. Technologies and Applications by Costin Badica,Ngoc Thanh Nguyen,Marius Brezovan Pdf

This book constitutes the thoroughly refereed conference proceedings of the 5th International Conference on Computational Collective Intelligence, ICCCI 2013, held in Craiova, Romania, in September 2013. The 72 revised full papers presented were carefully selected from numerous submissions. Conference papers are organized in 16 technical sessions, covering the following topics: intelligent e-learning, classification and clustering methods, web intelligence and interaction, agents and multi-agent systems, social networks, intelligent knowledge management, language processing systems, modeling and optimization techniques, evolutionary computation, intelligent and group decision making, swarm intelligence, data mining techniques and applications, cooperative problem solving, collective intelligence for text mining and innovation, collective intelligence for social understanding and mining, and soft methods in collective intelligence.