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AIS-ADM 2005: St. Petersburg, Russia
- Vladimir Gorodetsky, Jiming Liu, Victor A. Skormin:
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
Agent Based Data Mining Issues
- 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
An Architecture for Distributed Agent-Based Data Preprocessing. 123-133 - Michal Pechoucek
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
Ontology and Web Mining
- 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
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
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
Applications and Case Studies
- 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
Data Mining Techniques for RoboCup Soccer Agents. 289-301
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