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Data stream management and mining

This video was recorded at NATO Advanced Study Institute on Mining Massive Data Sets for Security. The course provides an introduction to the data stream management and mining field. The following points are treated: (1) applications which motivated these new developments (telecommunications, computer networks, stock market, security, ...), (2) new concepts related to data streams (structure of a stream, timestamps, time windows, ...), (3) main features of data stream management systems, (4) adaptations of data mining algorithms to the case of streams, (5) solutions to summarize data streams.

Keywords:: videolectures, ocwc, oec

Disciplines:

Science and Technology / Computer Science / Programming & Programming Languages

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More about this material

Material Type:: Presentation
Date Added to MERLOT:: February 10, 2015
Date Modified in MERLOT:: February 10, 2015
Author:: Georges Hebrail, Ecole Normale Superieure
Submitter:: The Open Education Consortium
Primary Audience:: College General Ed, College Lower Division, College Upper Division
Technical Format:: Video

Mobile Compatibility:: Not specified at this time
Language:: English
Cost Involved:: No
Source Code Available:: No
Accessibility Information Available:: Unknown
Creative Commons:: This work is licensed under a Attribution-NonCommercial-NoDerivs 3.0 United States