Data stream management and mining

author: Georges Hebrail, École Normale Supérieure (ENS)
published: Nov. 26, 2007,   recorded: September 2007,   views: 12050


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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.

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Reviews and comments:

Comment1 Reza Maghsoudlou from Iran, May 21, 2008 at 10:31 a.m.:

i'm a student of master in IT and have a final project
my project subject is "Data Stream & Continuos Query" and like use your lectures for completing my project
please help me and give some paper that i can read them and be know about data stream more
thank u very much
my email is " "

Comment2 Onur, November 11, 2008 at 2:59 p.m.:

Video is not working for me, using xp with IE6. I tried both flash and WM

Comment3 mahdie, May 17, 2011 at 7:45 a.m.:

hello,it was nice,
thank you

Comment4 Mukhtaj, May 9, 2012 at 7:48 p.m.:

Many thanks for upload this lecturer. It is very nice. I am research student and doing research on stream data collecting from the sensor devices. Could please suggest me some important paper and algorithm can analysis the large data set. further would like me the good application / software/tools to practical applenement.

many thanks

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