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Network Reconstruction from dynamic data

Unnikrishnan, KP and Ramakrishnan, Naren and Sastry, PS and Uthurusamy, Ramasamy (2006) Network Reconstruction from dynamic data. In: SIGKDD Explorations, 8 (2). pp. 90-91.

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Official URL: http://dl.acm.org/citation.cfm?id=1233335


Over the past decade, many powerful data mining techniques have been developed to analyze temporal and sequential data. The time is now fertile for addressing problems of larger scope under the purview of temporal data mining. The fourth SIGKDD workshop on temporal data mining focused on the question: What can we infer about the structure of a complex dynamical system from observed temporal data? The goals of the workshop were to critically evaluate the need in this area by bringing together leading researchers from industry and academia, and to identify promising technologies and methodologies for doing the same. We provide a brief summary of the workshop proceedings and ideas arising out of the discussions.

Item Type: Journal Article
Publication: SIGKDD Explorations
Publisher: Association for Computing Machinery
Additional Information: Copyright of this article belongs to Association for Computing Machinery.
Keywords: temporal data mining;network reconstruction.
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Date Deposited: 16 Mar 2012 08:36
Last Modified: 16 Mar 2012 08:36
URI: http://eprints.iisc.ac.in/id/eprint/44002

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