A Data Mining Framework for Training Intelligent Agents
Journal Papers - Book Chapters
A.L.Symeonidis, D.D. Kechagias, P.A. Mitkas, "Intelligent policy recommendations on enterprise resource planning by the use of agent technology and data mining techniques", Expert Systems with Applications, Article in press, Available online 2 July 2003, Elsevier Science.
A. Dogac and I. Cingil. "Agent Technology", Chapter in B2B e-Commerce Technology: Frameworks, Standards and Emerging Issues, pg.103-150, to be published by Addison-Wesley.
D.Kechagias, A.L.Symeonidis, P.A. Mitkas and M. Alborg, "Towards improving multi-agent simulation in safety management and hazards control environments" in "2002 AI, Simulation and Planning in High Autonomous Systems - AIS'2002", 7-10 April 2002, Lisbon, Portugal.
A.L.Symeonidis, P.A. Mitkas and D.D. Kechagias, "Mining patterns and rules for improving agent intelligence through an integrated multi-agent platform", in "6th IASTED International Conference, Artificial Intelligence and Soft Computing (ASC 2002)", 17-19 July 2002, Banff, Alberta, Canada.
P. Mitkas, A.Dogac, et.al., "An Agent Framework for Dynamic Agent Retraining: Agent Academy", in "eBusiness and eWork 2002 (e2002) 12th annual conference and exhibition", 16-18 October 2002, Prague, Czech Republic.
P.A. Mitkas "Agent Academy:
A Data Mining Framework for training Intelligent Agents",
in European Projects Presentation Day of the 13th Eur. Conf. on Machine
Learning & 6th Eur. Conf. on Principles and Practice of Knowledge
Discovery in Databases (ECML/PKDD 2002), 20 August 2002, Helsinki,
R.Guizzardi, A. Koumpis, L. Aroyo, D.Konstantas, A. Symeonidis, D. Kechagias, "Agent Academy: A Data Mining Framework for Training Intelligent Agents", in "AgentCities information Days 3", Agent Technology Conference, 6-8 February 2003, Barcelona, Spain
R. Guizzardi, D. Kehagias, A. Symeonidis, I.Athanasiadis, A. Koumpis, G.Perez, "Testing Agent Academy: a new methodology for training intelligent agents", in "AgentCities information Days 3", Agent Technology Conference, 6-8 February 2003, Barcelona, Spain
I. N. Athanasiadis, V. G. Kaburlasos, P. A. Mitkas and V. Petridis, "Applying Machine Learning Techniques on Air Quality Data for Real-Time Decision Support" was accepted to the "First International NAISO Symposium on Information Technologies in Environmental Engineering" (ITEE'2003), 24-27 June 2003, Gdansk, Poland.
A. L. Symeonidis, D. Kehagias, A. Koumpis and A. Vontas."Open Source Supply Chains" was accepted to the 10th International Conference on Concurrent Engineering (CE-2003), Madeira, Portugal, 2003.
P. A. Mitkas, A.L. Symeonidis, D. Kehagias and I. Athanasiadis. "Application of Data Mining and Intelligent Agent Technologies to Concurrent Engineering" was accepted to the 10th International Conference on Concurrent Engineering (CE-2003), Madeira, Portugal, 2003.
I. N. Athanasiadis, P. A. Mitkas, G. B. Laleci, and Y. Kabak. "Embedding data-driven decision strategies on software agents: The case of a multi-agent system for monitoring air-quality indexes" was accepted to the 10th International Conference on Concurrent Engineering (CE-2003), Madeira, Portugal, 2003.
P. A. Mitkas, D. Kehagias, A. L. Symeonidis and I. N. Athanasiadis.
"A Framework for Constructing Multi-Agent
Applications and Training Intelligent Agents", was accepted
to the The Fourth International Workshop on Agent-oriented Software Engineering
(AOSE-2003). Held at Autonomous Agents & Multi-Agent Systems (AAMAS
2003), Melbourne, Australia, 2003.