Does anyone have a suggestion of any relatively recent and good book about data clustering ? If possible, I'm more specifically looking for incremental clustering. Thanks.

asked Dec 23 '11 at 23:13

shn's gravatar image

shn
462414659

1

I don't think such books exist, unless you count PhD theses. Incremental clustering is still too much in development to have solidified in book form yet.

Why do you want such a book?

(Dec 25 '11 at 06:01) Alexandre Passos ♦

One Answer:

crosspost at crossValidated and stackoverflow

answered Dec 24 '11 at 10:01

amair's gravatar image

amair
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edited Dec 24 '11 at 10:05

Since I've got no answer on StackExchange's sites, I decided to ask here, because it seems more active than there ...

(Dec 24 '11 at 11:57) shn
1

How about looking at the page on [data streams][1] on wikipedia; check the researchers home pages and papers from the Bibliographic References/Books ([Knowledge Discovery from Data Streams][2])?

A good survey/paper on clustering is [Data clustering: 50 years beyond K-means][3]

[1]http://en.wikipedia.org/wiki/Data_stream_mining

[2]http://www.ecmlpkdd2006.org/ws-kdds.pdf

[3]http://biometrics.cse.msu.edu/Publications/GeneralPRIP/JainDataClustering_PRL09.pdf

(Dec 25 '11 at 15:03) amair

See this paper: http://books.nips.cc/papers/files/nips22/NIPS2009_1085.pdf

(Dec 30 '11 at 03:53) Lucian Sasu
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