By Ana L. C. Bazzan (auth.), Longbing Cao, Vladimir Gorodetsky, Jiming Liu, Gerhard Weiss, Philip S. Yu (eds.)
This e-book constitutes the completely refereed post-conference court cases of the 4th foreign Workshop on brokers and information Mining interplay, ADMI 2009, held in Budapest, Hungary in could 10-15, 2009 as an linked occasion of AAMAS 2009, the eighth overseas Joint convention on independent brokers and Multiagent Systems.
The 12 revised papers and a pair of invited talks provided have been conscientiously reviewed and chosen from various submissions. prepared in topical sections on agent-driven info mining, information mining pushed brokers, and agent mining purposes, the papers exhibit the exploiting of agent-driven information mining and the resolving of serious info mining difficulties in concept and perform; tips to increase information mining-driven brokers, and the way facts mining can increase agent intelligence in examine and functional purposes. matters which are additionally addressed are exploring the combination of brokers and knowledge mining in the direction of a super-intelligent info processing and platforms, and making a choice on demanding situations and instructions for destiny examine at the synergy among brokers and information mining.
Read Online or Download Agents and Data Mining Interaction: 4th International Workshop, ADMI 2009, Budapest, Hungary, May 10-15,2009, Revised Selected Papers PDF
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Additional info for Agents and Data Mining Interaction: 4th International Workshop, ADMI 2009, Budapest, Hungary, May 10-15,2009, Revised Selected Papers
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Cao, L. ): Data Mining and Multiagent Integration. Springer, Heidelberg (2009) 4. : Domain Driven Data Mining. Springer, Heidelberg (2009) 5. : Metasynthesis: M-Space, M-Interaction and M-Computing for Open Complex Giant Systems. IEEE Trans. on Systems, Man, and Cybernetics–Part A (2009) 6. : Editor’s Introduction: Interaction between Agents and Data Mining. Int’l. J. Intelligent Information and Database Systems 2(1), 15 (2008) 7. : General Frameworks for Combined Mining: Case Studies in e-Government Services.
Domain-Driven actionable knowledge discovery. IEEE Intelligent Systems 22(4), 78–89 (2007) Ubiquitous Intelligence in Agent Mining 35 13. : Agent-Oriented Metasynthetic Engineering for Decision Making. International Journal of Information Technology and Decision Making 2(2), 197–215 (2003) 14. : Qualitative-to-Quantitative Metasynthetic Engineering. Pattern Recognition and Artificial Intelligence 6(2), 60–65 (1993) 15. , et al. ): AIS-ADM 2005. LNCS (LNAI), vol. 3505. Springer, Heidelberg (2005) 16.
Preprocessed by the Data Management Agent time series d with duration l, containing demand data within introduction or maturity phase and the appropriate marker (M1 or M2 respectively) with value p, is sent to the Data Mining Agent . Having that minimal duration of a time series should be lmin and greater, the algorithm of On-line data flowing procedure will include these steps: 1. Define l ∗ = lmin ; 2. Process first l ∗ periods of a record d with a marker value p; 3. If l ∗ < l then increase value of l ∗ by one period and return to step 2; else proceed to step 4; 4.