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[null,"1.","Record Nr.",null,"UNINA9910484421803321"]
[null,null,"Titolo",null,"Autonomous Intelligent Systems: Agents and Data Mining : International Workshop, AIS-ADM 2005 / / edited by Vladimir Gorodetsky, Jiming Liu, Victor A. Skormin"]
[null,null,"Pubbl/distr/stampa",null,"Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005"]
[null,null,"ISBN",null,"3-540-31932-8"]
[{"$nulls":4},"3-540-26164-8"]
[null,null,"Edizione",null,"[1st ed. 2005.]"]
[null,null,"Descrizione fisica",null,"1 online resource (XIII, 303 p.)"]
[null,null,"Collana",null,"Lecture Notes in Artificial Intelligence, , 2945-9141 ; ; 3505"]
[null,null,"Disciplina",null,"006.3/3"]
[null,null,"Soggetti",null,"Artificial intelligence"]
[{"$nulls":4},"Computer networks"]
[{"$nulls":4},"Database management"]
[{"$nulls":4},"Information storage and retrieval systems"]
[{"$nulls":4},"Application software"]
[{"$nulls":4},"Artificial Intelligence"]
[{"$nulls":4},"Computer Communication Networks"]
[{"$nulls":4},"Database Management"]
[{"$nulls":4},"Information Storage and Retrieval"]
[{"$nulls":4},"Computer and Information Systems Applications"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Bibliographic Level Mode of Issuance: Monograph"]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"Invited Papers -- Negotiation Technologies -- Knowledge Discovery for Training Intelligent Agents: Methodology, Tools and Applications -- Artificial Immune Systems—An Emergent Technology for Autonomous Intelligent Systems and Data Mining -- Evolving Agents: Communication and Cognition -- Agents and Data Mining: Mutual Enhancement by Integration -- Soft-Device Inheritance in the Knowledge Grid -- Agent Based Data Mining Issues -- Towards the Adaptive Organization: Formation and Conservative Reconfiguration of Agents Coalitions -- A Cooperative Multi-agent Data Mining Model and Its Application to Medical Data on Diabetes -- Technology of Agent-Based Decision Making System Development -- An Architecture for Distributed Agent-Based Data Preprocessing -- Meta-reasoning Methods for Agent’s Intention Modelling -- Execution Engine of Meta-"]
[{"$nulls":4},"learning System for KDD in Multi-agent Environment -- A Methodology for Predicting Agent Behavior by the Use of Data Mining Techniques -- Ontology and Web Mining -- Topic-Specific Text Filtering Based on Multiple Reducts -- Parallel Algorithm for Mining Frequent Closed Sequences -- Decision Trees Capacity and Probability of Misclassification -- Querying Dynamic and Context-Sensitive Metadata in Semantic Web -- Ontology Issue in Multi-agent Distributed Learning -- Ontology-Based Users and Requests Clustering in Customer Service Management System -- Multi-agent Approach for Community Clustering Based on Individual Ontology Annotations -- Applications and Case Studies -- Effective Discovery of Intrusion Protection Strategies -- Integrating Knowledge Through Cooperative Negotiation – A Case Study in Bioinformatics -- Data Mining Techniques for RoboCup Soccer Agents."]
[null,null,null,"Sommario/riassunto","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. The workshop was - ganized by the St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS) in cooperation with Binghamton U- versity (SUNY, USA) and the Web Intelligence Consortium. Autonomous Intelligent Systems (AIS) constitute an emerging class of int- ligent information systems integrating recent advances in various technologies of Arti'cial Intelligence. Modern AIS incorporate multi-agent and data mining systemsprovidinganewdimensionforfurtherprogressinintelligentinformation technology. AIS-ADM 2005 provided an international forum to multi-agent and data mining researchers. A total of 29 papers from 15 countries relating to various aspects of both theory and applications of multi-agent systems, data mining and their joint area were submitted to AIS-ADM 2005. Out of them 17 were selected as regular presentations. Three technical sessions were organized, namely: In- gration of Multi-agent and Data Mining Techniques; Ontology Issues and Web Mining; and Applications and Case Studies of the Integrated Technology. The panel discussion was devoted to the mutual enrichment and challenging pr- lems emerging in the joint area of research. The AIS-ADM 2005 program was enriched by six distinguished invited speakers: Nick Jennings, Chengqi Zhang, Mircea Negoita, Pericles Mitkas, Hai Zhuge and Leonid Perlovsky."]