AIS-ADM 2005: St. Petersburg, Russia

Vladimir Gorodetsky, Jiming Liu, Victor A. Skormin (Eds.): Autonomous Intelligent Systems: Agents and Data Mining, International Workshop, AIS-ADM 2005, St. Petersburg, Russia, June 6-8, 2005, Proceedings. Lecture Notes in Computer Science 3505 Springer 2005, ISBN 3-540-26164-8

Invited Papers

Nick R. Jennings:
Negotiation Technologies. 1
Pericles A. Mitkas:
Knowledge Discovery for Training Intelligent Agents: Methodology, Tools and Applications. 2-18
Mircea Gh. Negoita:
Artificial Immune Systems-An Emergent Technology for Autonomous Intelligent Systems and Data Mining. 19-36
Leonid I. Perlovsky:
Evolving Agents: Communication and Cognition. 37-49
Chengqi Zhang, Zili Zhang, Longbing Cao:
Agents and Data Mining: Mutual Enhancement by Integration. 50-61
Hai Zhuge:
Soft-Device Inheritance in the Knowledge Grid. 62-78

Krzysztof Ciesielski:
Towards the Adaptive Organization: Formation and Conservative Reconfiguration of Agents Coalitions. 79-92
Jie Gao, Jörg Denzinger, Robert C. James:
A Cooperative Multi-agent Data Mining Model and Its Application to Medical Data on Diabetes. 93-107
Oleg Karsaev:
Technology of Agent-Based Decision Making System Development. 108-122
Petteri Nurmi, Michael Przybilski, Greger Lindén, Patrik Floréen:
An Architecture for Distributed Agent-Based Data Preprocessing. 123-133
Michal Pechoucek, Jan Tozicka, Vladimír Marík:
Meta-reasoning Methods for Agent's Intention Modelling. 134-148
Ping Luo, Qing He, Rui Huang, Fen Lin, Zhongzhi Shi:
Execution Engine of Meta-learning System for KDD in Multi-agent Environment. 149-160
Andreas L. Symeonidis, Pericles A. Mitkas:
A Methodology for Predicting Agent Behavior by the Use of Data Mining Techniques. 161-174

Qiang Li, Jianhua Li:
Topic-Specific Text Filtering Based on Multiple Reducts. 175-183
Chuanxiang Ma, Qinghua Li:
Parallel Algorithm for Mining Frequent Closed Sequences. 184-192
Victor Mikhailovich Nedel'ko:
Decision Trees Capacity and Probability of Misclassification. 193-199
Sergiy Nikitin, Vagan Y. Terziyan, Yaroslav Tsaruk, Andriy Zharko:
Querying Dynamic and Context-Sensitive Metadata in Semantic Web. 200-214
Vladimir Samoilov, Vladimir Gorodetsky:
Ontology Issue in Multi-agent Distributed Learning. 215-230
Alexander V. Smirnov, Mikhail Pashkin, Nikolai Chilov, Tatiana Levashova, Andrew Krizhanovsky, Alexey Kashevnik:
Ontology-Based Users and Requests Clustering in Customer Service Management System. 231-246
Dmitri Soshnikov:
Multi-agent Approach for Community Clustering Based on Individual Ontology Annotations. 247-262

Edward Pogossian, Arsen Javadyan, Edgar Ivanyan:
Effective Discovery of Intrusion Protection Strategies. 263-276
Cássia Trojahn dos Santos, Ana L. C. Bazzan:
Integrating Knowledge Through Cooperative Negotiation - A Case Study in Bioinformatics. 277-288
Lev Stankevich, Sergey Serebryakov, Anton Ivanov:
Data Mining Techniques for RoboCup Soccer Agents. 289-301

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