Data Mining And Multi Agent Integration

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Data Mining And Multi Agent Integration

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Author : Longbing Cao
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-07-25

Data Mining And Multi Agent Integration written by Longbing Cao and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-07-25 with Computers categories.

Data Mining and Multi agent Integration aims to re?ect state of the art research and development of agent mining interaction and integration (for short, agent min ing). The book was motivated by increasing interest and work in the agents data min ing, and vice versa. The interaction and integration comes about from the intrinsic challenges faced by agent technology and data mining respectively; for instance, multi agent systems face the problem of enhancing agent learning capability, and avoiding the uncertainty of self organization and intelligence emergence. Data min ing, if integrated into agent systems, can greatly enhance the learning skills of agents, and assist agents with predication of future states, thus initiating follow up action or intervention. The data mining community is now struggling with mining distributed, interactive and heterogeneous data sources. Agents can be used to man age such data sources for data access, monitoring, integration, and pattern merging from the infrastructure, gateway, message passing and pattern delivery perspectives. These two examples illustrate the potential of agent mining in handling challenges in respective communities. There is an excellent opportunity to create innovative, dual agent mining interac tion and integration technology, tools and systems which will deliver results in one new technology.

Multi Agent Systems

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Author : Jorge Rocha
language : en
Publisher: BoD – Books on Demand
Release Date : 2017-09-13

Multi Agent Systems written by Jorge Rocha and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-13 with Computers categories.

Multi-agent system (MAS) is an expanding field in science and engineering. It merges classical fields like game theory with modern ones like machine learning and computer science. This book provides a succinct introduction to the subject, covering the theoretical fundamentals as well as the latter developments in a coherent and clear manner. The book is centred on practical applications rather than introductory topics. Although it occasionally makes reference to the concepts involved, it will do so primarily to clarify real-world applications. The inner chapters cover a wide spectrum of issues related to MAS uses, which include collision avoidance, automotive applications, evacuation simulation, emergence analyses, cooperative control, context awareness, data (image) mining, resilience enhancement and the management of a single-user multi-robot.

Domain Driven Data Mining

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Author : Longbing Cao
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-01-08

Domain Driven Data Mining written by Longbing Cao and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-01-08 with Computers categories.

This book offers state-of the-art research and development outcomes on methodologies, techniques, approaches and successful applications in domain driven, actionable knowledge discovery. It bridges the gap between business expectations and research output.

Knowledge Based Intelligent Information And Engineering Systems

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Author : Rajiv Khosla
language : en
Publisher: Springer
Release Date : 2005-08-25

Knowledge Based Intelligent Information And Engineering Systems written by Rajiv Khosla and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-08-25 with Computers categories.

Dear delegates,friendsand membersofthe growingKES professionalcommunity,w- come to the proceedings of the 9th International Conference on Knowledge-Based and IntelligentInformationandEngineeringSystemshostedbyLa TrobeUniversityin M- bourne Australia. The KES conference series has been established for almost a decade, and it cont- ues each year to attract participants from all geographical areas of the world, including Europe, the Americas, Australasia and the Paci?c Rim. The KES conferences cover a wide range of intelligent systems topics. The broad focus of the conference series is the theory and applications of intelligent systems. From a pure research ?eld, intel- gent systems have advanced to the point where their abilities have been incorporated into many business and engineering application areas. KES 2005 provided a valuable mechanism for delegates to obtain an extensive view of the latest research into a range of intelligent-systems algorithms, tools and techniques. The conference also gave de- gates the chance to come into contact with those applying intelligent systems in diverse commercial areas. The combination of theory and practice represented a unique opp- tunity to gain an appreciation of the full spectrum of leading-edge intelligent-systems activity. The papers for KES 2005 were either submitted to invited sessions, chaired and organized by respected experts in their ?elds, or to a general session, managed by an extensive International Program Committee, or to the Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP) Workshop, managed by an International Workshop Technical Committee.

Autonomous Intelligent Systems Multi Agents And Data Mining

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Author : Vladimir Gorodetsky
language : en
Publisher: Springer
Release Date : 2007-07-23

Autonomous Intelligent Systems Multi Agents And Data Mining written by Vladimir Gorodetsky and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-07-23 with Computers categories.

This book constitutes the refereed proceedings of the Second International Workshop on Autonomous Intelligent Systems: Agents and Data Mining, AIS-ADM 2007, held in St. Petersburg, Russia in June 2007. The 17 revised full papers and six revised short papers presented together with four invited lectures cover agent and data mining, agent competition and data mining, as well as text mining, semantic Web, and agents.

Knowledge Based Intelligent Information And Engineering Systems

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Author :
language : en
Publisher:
Release Date : 2004

Knowledge Based Intelligent Information And Engineering Systems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Artificial intelligence categories.

Agent Intelligence Through Data Mining

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Author : Andreas L. Symeonidis
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-07-15

Agent Intelligence Through Data Mining written by Andreas L. Symeonidis and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-07-15 with Computers categories.

This book addresses the use of data mining for smarter, more efficient agents, as well as the challenge of generating intelligence from data while transferring it to a separate, possibly autonomous, software entity. Following a brief review of data mining and agent technology fields, the book presents a methodology for developing multi-agent systems, describes available open-source tools, and demonstrates the application of the methodology on three different cases.

Data Mining

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Author : Nelson F. F. Ebecken
language : en
Publisher: Computational Mechanics
Release Date : 1998

Data Mining written by Nelson F. F. Ebecken and has been published by Computational Mechanics this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Computers categories.

Illustrating recent advances in data mining problems, encompassing both original research results and practical development experiences, this book features the proceedings of the International Conference on Data Mining held in Rio de Janeiro in September 1998. Contributions from academia and industry, covering such diverse areas as machine learning, databases, statistics, knowledge acquisition, data visualization and knowledge-based systems are included.

Introduction To Agent Mining

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Author : Longbing Cao
language : en
Publisher: CRC Press
Release Date : 2012-02-26

Introduction To Agent Mining written by Longbing Cao and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-26 with Computers categories.

Multiagent systems and data mining have emerged as two of the most vigorous areas for building intelligent information technology. This book presents the synergy between these fields, along with the methodologies, techniques, algorithms, and systems that integrate these technologies. It highlights the effectiveness and power of agent-driven data mining algorithms in designing intelligent data mining methods, data mining-driven agent intelligence enhancement, and mutual challenges faced by both communities. Detailed case studies demonstrate the mutual enhancement of the integration while the impact of new problems and challenges shows future trends in information technology as a whole.

Ieee Wic International Conference On Web Intelligence

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Author : Jiming Liu
language : en
Publisher:
Release Date : 2003

Ieee Wic International Conference On Web Intelligence written by Jiming Liu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Artificial intelligence categories.