Download Advances in Artificial Intelligence: 18th Conference of the by Adam Milstein (auth.), Balázs Kégl, Guy Lapalme (eds.) PDF

By Adam Milstein (auth.), Balázs Kégl, Guy Lapalme (eds.)

ISBN-10: 3540258647

ISBN-13: 9783540258643

The 18th convention of the Canadian Society for the Computational research of Intelligence (CSCSI) persevered the luck of its predecessors. This set of - pers re?ects the variety of the Canadian AI neighborhood and its foreign companions. AI 2005 attracted one hundred thirty five top quality submissions: sixty four from Canada and seventy one from world wide. of those, 8 have been written in French. All submitted papers have been completely reviewed through at the least 3 participants of this system Committee. a complete of 30 contributions, authorized as lengthy papers, and 19 as brief papers are integrated during this quantity. We invited 3 wonderful researchers to offer talks approximately their present examine pursuits: Eric Brill from Microsoft study, Craig Boutilier from the college of Toronto, and Henry Krautz from the college of Washington. The association of one of these profitable convention bene?ted from the coll- oration of many people. most excellent, we wish to specific our apprec- tion to this system Committee contributors and exterior referees, who supplied well timed and signi?cant stories. to control the submission and reviewing method we used the Paperdyne method, which was once constructed by means of Dirk Peters. We owe specified because of Kellogg sales space and Tricia d’Entremont for dealing with the neighborhood arrangementsandregistration.WealsothankBruceSpencerandmembersofthe CSCSI government for all their e?orts in making AI 2005 a profitable conference.

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Read Online or Download Advances in Artificial Intelligence: 18th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2005, Victoria, Canada, May 9-11, 2005. Proceedings PDF

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Additional info for Advances in Artificial Intelligence: 18th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2005, Victoria, Canada, May 9-11, 2005. Proceedings

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Mediator&Agent] Terminate. 28 S. Baik, J. Cho, and J. 0 of Quinlan [15]. In the centralized decision tree algorithm, the entropy calculation is very critical in processing huge data. So, the time to find the best entropy from a given table of the database can be defined as a computation cost. In the distributed data mining, there are generally two extra main costs such as communication costs and knowledge integration costs. However, we do not need to compute the knowledge integration costs, which is too complicated to define since our approach is distributed data mining through the exchange of information during the decision making process.

This paper presented a new paradigm of distributed data mining and its performance evaluation so that this technique can be applied to a specific situation. As hardware techniques are improving, this approach will be more useful for data analysis considering information security. As a future work, we plan to build a consortium of several agent based systems with a mediator-agents communication mechanism for more efficient data analysis in a distributed way. An example of the consortium system is presented in Fig 4.

B. Philips, and P. Laird. Minimizing conflicts: a heuristic repair method for constraint satisfaction and scheduling problems. Artificial Intelligence, pages 161–205, 1992. 6. Pragnesh Jay Modi, Wei-Min Shen, Milind Tambe, and Makoto Yokoo. An asynchronous complete method for distributed constraint optimization. In Proceedings of the second international joint conference on Autonomous agents and multiagent systems, pages 161–168. ACM Press, 2003. 7. Makoto Yokoo. Constraint relaxation in distributed constraint satisfaction problem.

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