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2010 IEEE International Conference on Data Mining Workshops
i-Analyst: An Agent-Based Distributed Data Mining Platform
Sydney, Australia
December 13-December 13
ISBN: 978-0-7695-4257-7
| ASCII Text | x | ||
| Chayapol Moemeng, Xinhua Zhu, Longbing Cao, Chen Jiahang, "i-Analyst: An Agent-Based Distributed Data Mining Platform," 2012 IEEE 12th International Conference on Data Mining Workshops, pp. 1404-1406, 2010 IEEE International Conference on Data Mining Workshops, 2010. | |||
| BibTex | x | ||
| @article{ 10.1109/ICDMW.2010.69, author = {Chayapol Moemeng and Xinhua Zhu and Longbing Cao and Chen Jiahang}, title = {i-Analyst: An Agent-Based Distributed Data Mining Platform}, journal ={2012 IEEE 12th International Conference on Data Mining Workshops}, volume = {0}, year = {2010}, isbn = {978-0-7695-4257-7}, pages = {1404-1406}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICDMW.2010.69}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - 2012 IEEE 12th International Conference on Data Mining Workshops TI - i-Analyst: An Agent-Based Distributed Data Mining Platform SN - 978-0-7695-4257-7 SP1404 EP1406 A1 - Chayapol Moemeng, A1 - Xinhua Zhu, A1 - Longbing Cao, A1 - Chen Jiahang, PY - 2010 KW - data mining KW - software package KW - multi-agent system VL - 0 JA - 2012 IEEE 12th International Conference on Data Mining Workshops ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICDMW.2010.69
User-friendliness and performance are important properties of data mining and analysis tools. In this demo, we introduced an agent-based distributed data mining platform that allows users to manage and share the data-mining-related resources conveniently. Furthermore, the platform employs agents for workflow enactment in which the performance is improved with agent abilities. We also present an example to illustrate how the platform works in distributed environment. The performance is relatively competitive with non-agent approach when data is highly distributed and large.
Index Terms:
data mining, software package, multi-agent system
Citation:
Chayapol Moemeng, Xinhua Zhu, Longbing Cao, Chen Jiahang, "i-Analyst: An Agent-Based Distributed Data Mining Platform," icdmw, pp.1404-1406, 2010 IEEE International Conference on Data Mining Workshops, 2010
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