Intelligent Agents For Data Mining And Information Retrieval

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Intelligent Agents for Data Mining and Information Retrieval

Masoud Mohammadian
Intelligent Agents for Data Mining and Information Retrieval Book PDF

Author : Masoud Mohammadian
Publisher : IGI Global
Page : 327 pages
File Size : 46,9 Mb
Release : 2004-01-01
Category : Computers
ISBN : 9781591401940

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Intelligent Agents for Data Mining and Information Retrieval by Masoud Mohammadian Pdf

There is a large increase in the amount of information available on World Wide Web and also in number of online databases. This information abundance increases the complexity of locating relevant information. Such a complexity drives the need for improved and intelligent systems for search and information retrieval. Intelligent agents are currently used to improve the search and retrieval information on World Wide Web. The use of existing search and retrieval engines with the addition of intelligent agents allows a more comprehensive search with a performance that can be measured. Intelligent Agents for Data Mining and Information Retrieval discusses the foundation as well as the practical side of intelligent agents and their theory and applications for web data mining and information retrieval. The book can used for researchers at the undergraduate and post-graduate levels as well as a reference of the state-of-art for cutting edge researchers.

Agents and Data Mining Interaction

Longbing Cao,Ana L.C. Bazzan,Vladimir Gorodetsky,Pericles A. Mitkas,Gerhard Weiss,Philip S. Yu
Agents and Data Mining Interaction Book PDF

Author : Longbing Cao,Ana L.C. Bazzan,Vladimir Gorodetsky,Pericles A. Mitkas,Gerhard Weiss,Philip S. Yu
Publisher : Springer
Page : 192 pages
File Size : 51,5 Mb
Release : 2010-08-27
Category : Computers
ISBN : 9783642154201

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Agents and Data Mining Interaction by Longbing Cao,Ana L.C. Bazzan,Vladimir Gorodetsky,Pericles A. Mitkas,Gerhard Weiss,Philip S. Yu Pdf

Annotation. This book constitutes the refereed proceedings of the 6th International Workshop on Agents and Data Mining Interaction, ADMI 2010, held in Toronto, Canada, in May 2010. The 15 revised full papers presented were carefully reviewed and selected from 37 submissions. The papers are organized in topical sections on agents for data mining; data mining for agents; data mining in agents; and agent mining applications.

Agents and Data Mining Interaction

Longbing Cao,Ana L.C. Bazzan,Andreas L. Symeonidis,Vladimir Gorodetsky,Gerhard Weiss,Philip S. Yu
Agents and Data Mining Interaction Book PDF

Author : Longbing Cao,Ana L.C. Bazzan,Andreas L. Symeonidis,Vladimir Gorodetsky,Gerhard Weiss,Philip S. Yu
Publisher : Springer Science & Business Media
Page : 368 pages
File Size : 43,5 Mb
Release : 2012-01-09
Category : Computers
ISBN : 9783642276088

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Agents and Data Mining Interaction by Longbing Cao,Ana L.C. Bazzan,Andreas L. Symeonidis,Vladimir Gorodetsky,Gerhard Weiss,Philip S. Yu Pdf

This book constitutes the thoroughly refereed post-workshop proceedings of the 7th International Workshop on Agents and Data Mining Interaction, ADMI 2011, held in Taipei, Taiwan, in May 2011 in conjunction with AAMAS 2011, the 10th International Joint Conference on Autonomous Agents and Multiagent Systems. The 11 revised full papers presented were carefully reviewed and selected from 24 submissions. The papers are organized in topical sections on agents for data mining; data mining for agents; and agent mining applications.

Agent Intelligence Through Data Mining

Andreas L. Symeonidis,Pericles A. Mitkas
Agent Intelligence Through Data Mining Book PDF

Author : Andreas L. Symeonidis,Pericles A. Mitkas
Publisher : Springer Science & Business Media
Page : 216 pages
File Size : 55,9 Mb
Release : 2006-05-06
Category : Computers
ISBN : 9780387257570

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Agent Intelligence Through Data Mining by Andreas L. Symeonidis,Pericles A. Mitkas Pdf

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.

Intelligent Technologies for Information Analysis

Ning Zhong,Jiming Liu
Intelligent Technologies for Information Analysis Book PDF

Author : Ning Zhong,Jiming Liu
Publisher : Springer Science & Business Media
Page : 724 pages
File Size : 50,8 Mb
Release : 2013-03-14
Category : Computers
ISBN : 9783662079522

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Intelligent Technologies for Information Analysis by Ning Zhong,Jiming Liu Pdf

Intelligent Information Technology (iiT) encompasses the theories and ap plications of artificial intelligence, statistical pattern recognition, learning theory, data warehousing, data mining and knowledge discovery, Grid com puting, and autonomous agents and multi-agent systems in the context of today's as well as future IT, such as Electronic Commerce (EC), Business Intelligence (BI), Social Intelligence (SI), Web Intelligence (WI), Knowledge Grid (KG), and Knowledge Community (KC), among others. The multi-author monograph presents the current state of the research and development in intelligent technologies for information analysis, in par ticular, advances in agents, data mining, and learning theory, from both the oretical and application aspects. It investigates the future of information technology (IT) from a new intelligent IT (iiT) perspective, and highlights major iiT-related topics by structuring an introductory chapter and 22 sur vey/research chapters into 5 parts: (1) emerging data mining technology, (2) data mining for Web intelligence, (3) emerging agent technology, ( 4) emerging soft computing technology, and (5) statistical learning theory. Each chapter includes the original work of the author(s) as well as a comprehensive survey related to the chapter's topic. This book will become a valuable source of reference for R&D profession als active in advanced intelligent information technologies. Students as well as IT professionals and ambitious practitioners concerned with advanced in telligent information technologies will appreciate the book as a useful text enhanced by numerous illustrations and examples.

Intelligent Data Engineering and Automated Learning - IDEAL 2000. Data Mining, Financial Engineering, and Intelligent Agents

Kwong S. Leung,Lai-wan Chan,Helen Meng
Intelligent Data Engineering and Automated Learning IDEAL 2000 Data Mining Financial Engineering and Intelligent Agents Book PDF

Author : Kwong S. Leung,Lai-wan Chan,Helen Meng
Publisher : Springer Science & Business Media
Page : 576 pages
File Size : 40,7 Mb
Release : 2000-11-29
Category : Business & Economics
ISBN : 9783540414506

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Intelligent Data Engineering and Automated Learning - IDEAL 2000. Data Mining, Financial Engineering, and Intelligent Agents by Kwong S. Leung,Lai-wan Chan,Helen Meng Pdf

This book constitutes the refereed proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2000, held in Shatin, N.T., Hong Kong, China in December 2000. The 81 revised papers presented were carefully reviewed and selected from numerous submissions. The book is divided in topical sections on data mining and automated learning, financial engineering, intelligent agents, Internet applications, multimedia processing, and genetic programming.

Intelligent Information Agents

Matthias Klusch,Sonia Bergamaschi,Pete Edwards,Paolo Petta
Intelligent Information Agents Book PDF

Author : Matthias Klusch,Sonia Bergamaschi,Pete Edwards,Paolo Petta
Publisher : Springer
Page : 278 pages
File Size : 45,9 Mb
Release : 2003-07-01
Category : Computers
ISBN : 9783540365617

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Intelligent Information Agents by Matthias Klusch,Sonia Bergamaschi,Pete Edwards,Paolo Petta Pdf

This book presents 10 chapters on various aspects of intelligent information agents contributed by members of the respective AgentLink special interest group. The papers are organized in three parts on agent-based information systems, adaptive information agents, and coordination of information agents. Also included are a comprehensive introduction and surveys for each of the three parts.

Autonomous Intelligent Systems: Agents and Data Mining

Vladimir Gorodetsky,Jiming Liu,Victor A. Skormin
Autonomous Intelligent Systems Agents and Data Mining Book PDF

Author : Vladimir Gorodetsky,Jiming Liu,Victor A. Skormin
Publisher : Springer
Page : 303 pages
File Size : 51,9 Mb
Release : 2005-05-20
Category : Computers
ISBN : 9783540319320

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Autonomous Intelligent Systems: Agents and Data Mining by Vladimir Gorodetsky,Jiming Liu,Victor A. Skormin Pdf

This volume contains the papers presented at the International Workshop Autonomous Intelligent Systems: Agents and Data Mining (AIS-ADM 2005) held in St. Petersburg, Russia, during June 6–8, 2005.

Information Retrieval and Mining in Distributed Environments

Alessandro Soro,Eloisa Vargiu,Giuliano Armano,Gavino Paddeu
Information Retrieval and Mining in Distributed Environments Book PDF

Author : Alessandro Soro,Eloisa Vargiu,Giuliano Armano,Gavino Paddeu
Publisher : Springer
Page : 292 pages
File Size : 44,6 Mb
Release : 2010-10-08
Category : Technology & Engineering
ISBN : 9783642160899

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Information Retrieval and Mining in Distributed Environments by Alessandro Soro,Eloisa Vargiu,Giuliano Armano,Gavino Paddeu Pdf

At DART'09, held in conjunction with the 2009 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2009) and Intelligent Agent Technology (IAT 2009) in Milan (Italy), practitioners and researchers working on pervasive and intelligent access to web services and distributed information retrieval met to compare their work ad insights in such fascinating topics. Extended and revised versions of their papers, together with selected and invited original contributions, are collected in this book. Topics covered are those that emerged at DART'09 as the most intriguing and challenging: (i) community oriented tools and techniques as infrastructure of the Web 2.0; (ii) agent technology applied to virtual world scenarios; (iii) context aware information retrieval; (iv) content based information retrieval; and (v) industrial applications of information retrieval. Every chapter, before discussing in depth the specific topic, presents a comprehensive review of related work and state of the art, in the hope of this volume to be of use in the years to come, to both researchers and students.

Intelligent Data Engineering and Automated Learning – IDEAL 2008

Colin Fyfe,Dongsup Kim,Soo-Young Lee,Hujun Yin
Intelligent Data Engineering and Automated Learning IDEAL 2008 Book PDF

Author : Colin Fyfe,Dongsup Kim,Soo-Young Lee,Hujun Yin
Publisher : Springer
Page : 534 pages
File Size : 41,8 Mb
Release : 2008-11-04
Category : Computers
ISBN : 9783540889069

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Intelligent Data Engineering and Automated Learning – IDEAL 2008 by Colin Fyfe,Dongsup Kim,Soo-Young Lee,Hujun Yin Pdf

IDEAL 2008 was the ninth IDEAL conference to take place; earlier editions were held in Hong Kong, the UK, Australia and Spain. This was the first time, though hopefully not the last time, that it took place in Daejeon, South Korea, during November 2–5, 2008. As the name suggests, the conference attracts researchers who are involved in either data engineering or learning or, increasingly, both. The former topic involves such aspects as data mining (or intelligent knowledge discovery from databases), infor- tion retrieval systems, data warehousing, speech/image/video processing, and mul- media data analysis. There has been a traditional strand of data engineering at IDEAL conferences which has been based on financial data management such as fraud det- tion, portfolio analysis, prediction and so on. This has more recently been joined by a strand devoted to bioinformatics, particularly neuroinformatics and gene expression analysis. Learning is the other major topic for these conferences and this is addressed by - searchers in artificial neural networks, machine learning, evolutionary algorithms, artificial immune systems, ant algorithms, probabilistic modelling, fuzzy systems and agent modelling. The core of all these algorithms is adaptation.

Foundations of Intelligent Systems

Floriana Esposito,Olivier Pivert,Mohand-Said Hacid,Zbigniew W. Rás,Stefano Ferilli
Foundations of Intelligent Systems Book PDF

Author : Floriana Esposito,Olivier Pivert,Mohand-Said Hacid,Zbigniew W. Rás,Stefano Ferilli
Publisher : Springer
Page : 466 pages
File Size : 54,7 Mb
Release : 2015-11-02
Category : Computers
ISBN : 9783319252520

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Foundations of Intelligent Systems by Floriana Esposito,Olivier Pivert,Mohand-Said Hacid,Zbigniew W. Rás,Stefano Ferilli Pdf

This book constitutes the refereed proceedings of the 22nd International Symposium on Methodologies for Intelligent Systems, ISMIS 2015, held in Lyon, France, in October 2015. The 31 revised full papers presented together with 18 short papers were carefully reviewed and selected from 67 submissions. The papers are organized in topical sections on data mining methods; databases, information retrieval, recommender systems; machine learning; knowledge representation, semantic web; emotion recognition, music information retrieval; network analysis, multi-agent systems; applications; planning, classification; and textual data analysis and mining.

Knowledge Mining Using Intelligent Agents

Satchidananda Dehuri,Sung-Bae Cho
Knowledge Mining Using Intelligent Agents Book PDF

Author : Satchidananda Dehuri,Sung-Bae Cho
Publisher : World Scientific
Page : 324 pages
File Size : 40,8 Mb
Release : 2010-12-21
Category : Business & Economics
ISBN : 9781908978448

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Knowledge Mining Using Intelligent Agents by Satchidananda Dehuri,Sung-Bae Cho Pdf

Knowledge Mining Using Intelligent Agents explores the concept of knowledge discovery processes and enhances decision-making capability through the use of intelligent agents like ants, termites and honey bees. In order to provide readers with an integrated set of concepts and techniques for understanding knowledge discovery and its practical utility, this book blends two distinct disciplines — data mining and knowledge discovery process, and intelligent agents-based computing (swarm intelligence and computational intelligence). For the more advanced reader, researchers, and decision/policy-makers are given an insight into emerging technologies and their possible hybridization, which can be used for activities like dredging, capturing, distributions and the utilization of knowledge in their domain of interest (i.e. business, policy-making, etc.). By studying the behavior of swarm intelligence, this book aims to integrate the computational intelligence paradigm and intelligent distributed agents architecture to optimize various engineering problems and efficiently represent knowledge from the large gamut of data. Contents: Theoretical Foundations of Knowledge Mining and Intelligent Agent (S Dehuri & S-B Cho)The Use of Evolutionary Computation in Knowledge Discovery: The Example of Intrusion Detection Systems (S X Wu & W Banzhaf)Evolution of Neural Network and Polynomial Network (B B Misra et al.)Design of Alloy Steels Using Multi-Objective Optimization (M Chen et a.)An Extended Bayesian/HAPSO Intelligent Method in Intrusion Detection System (S Dehuri & S Tripathy)Mining Knowledge from Network Intrusion Data Using Data Mining Techniques (M Panda & M R Patra)Particle Swarm Optimization for Multi-Objective Optimal Operational Planning of Energy Plants (Y Fukuyama et al.)Soft Computing for Feature Selection (A K Jagadev et al.)Optimized Polynomial Fuzzy Swarm Net for Classification (B B Misra et al.)Software Testing Using Genetic Algorithms (M Ray & D P Mohapatra) Readership: Researchers and professionals in the knowledge discovery industry. Keywords:Intelligent Agent;Knowledge Mining;Data Mining;Knowledge Discovery;Computational Intelligence;Swarm Intelligence;Evolutionary ComputationKey Features:Addresses the various issues/problems of knowledge discovery, data mining tasks and the various design challenges by the use of different intelligent agents technologiesCovers new and unique intelligent agents techniques (computational intelligence + swarm intelligence) for knowledge discovery in databases and data mining to solve the tasks of different phases of knowledge discoveryHighlights data pre-processing for knowledge mining and post-processing of knowledge that is ignored by most of the authorsConsists of a collection of well-organized chapters written by prospective authors who are actively engaged in this active area of research

Information Extraction in the Web Era

Maria Teresa Pazienza
Information Extraction in the Web Era Book PDF

Author : Maria Teresa Pazienza
Publisher : Springer
Page : 166 pages
File Size : 44,6 Mb
Release : 2003-09-09
Category : Computers
ISBN : 9783540450924

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Information Extraction in the Web Era by Maria Teresa Pazienza Pdf

The revised versions of lectures given at the Summer Convention on Information Extraction, SCIE 2002, held in Frascati, Italy in July 2002. The following lectures by leading authorities in the field of information extraction are included: - acquisition of domain knowledge - terminology mining - finite-state approaches to Web IE - measuring term representatives - agent-based ontological mediation in IE systems - information retrieval and IE in question answering systems - natural language communication with virtual actors

Autonomous Intelligent Systems: Multi-Agents and Data Mining

Vladimir Gorodetsky,Chengqi Zhang,Victor Skormin,Longbing Cao
Autonomous Intelligent Systems Multi Agents and Data Mining Book PDF

Author : Vladimir Gorodetsky,Chengqi Zhang,Victor Skormin,Longbing Cao
Publisher : Springer
Page : 326 pages
File Size : 50,9 Mb
Release : 2007-07-23
Category : Computers
ISBN : 9783540728399

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Autonomous Intelligent Systems: Multi-Agents and Data Mining by Vladimir Gorodetsky,Chengqi Zhang,Victor Skormin,Longbing Cao Pdf

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.

Intelligent Information and Database Systems

Jeng-Shyang Pan,Shyi-Ming Chen,Ngoc-Thanh Nguyen
Intelligent Information and Database Systems Book PDF

Author : Jeng-Shyang Pan,Shyi-Ming Chen,Ngoc-Thanh Nguyen
Publisher : Springer
Page : 575 pages
File Size : 47,9 Mb
Release : 2012-03-14
Category : Computers
ISBN : 9783642284908

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Intelligent Information and Database Systems by Jeng-Shyang Pan,Shyi-Ming Chen,Ngoc-Thanh Nguyen Pdf

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.