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Proceedings Article, Paper
@InProceedings
Beitrag in Tagungsband, Workshop

Author, Editor
Author(s):
Bast, Holgerdblp
Editor(s):
Babaoglu, Ozalp
Jelasity, Márk
Montresor, Alberto
van Steen, Maarten
van Moorsel, Aad
Fetzer, Christof
Leonardi, Stefano		dblp
dblp
dblp
dblp
dblp
dblp
dblp
Not MPII Editor(s):
Babaogl, Ozalp
Jelasity, Márk
Montresor, Alberto
van Steen, Maarten
van Moorsel, Aad
Fetzer, Christof
Leonardi, Stefano
BibTeX cite key*:
bast04selfstar
Title, Booktitle
Title*:
Dimension Reduction: A Powerful Principle for Automatically Finding Concepts in Unstructured Data
Booktitle*:
International Workshop on Self-* Properties in Complex Information Systems (SELF-STAR 2004)
Event, URLs
Conference URL::
http://www.cs.unibo.it/self-star/
Downloading URL:
http://www.cs.unibo.it/self-star/papers/bast.pdf, http://www.cs.unibo.it/self-star/papers/tot.pdf
Event Address*:
Bertinoro, Italy
Language:
English
Event Date*
(no longer used):
Organization:
Event Start Date:
31 May 2004
Event End Date:
2 June 2004
Publisher
Name*:
University of Bologna
URL:
Address*:
Bologna, Italy
Type:
Vol, No, Year, pp.
Series:
Volume:
Number:
Month:
Pages:
113-116
Year*:
2004
VG Wort Pages:
10
ISBN/ISSN:
Sequence Number:
DOI:
Note, Abstract, ©
(LaTeX) Abstract:
Dimension reduction techniques have been a successful
avenue for automatically extracting the
“concepts” underlying unstructured data, a task
that naturally arises in fields as diverse as information
retrieval, image processing, social science,
etc. It is surprising how much can be achieved for
this task using only the raw data itself, without resorting
to any additional knowledge or intelligence.
We will survey the most important schemes contributed
from the various communities to date, by
commenting on the following aspects: optimization
techniques, the role of normalizations, setting the
parameters, computing time, quality of results, and
the integration of external knowledge.
Keywords:
dimension reduction, information retrieval, spectral
Download
Access Level:
Public

Correlation
MPG Unit:
Max-Planck-Institut für Informatik
MPG Subunit:
Algorithms and Complexity Group
Audience:
popular
Appearance:
MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort



BibTeX Entry:

@INPROCEEDINGS{bast04selfstar,
AUTHOR = {Bast, Holger},
 EDITOR = {Babaoglu, Ozalp and Jelasity, M{\'a}rk and Montresor, Alberto and van Steen, Maarten and van Moorsel, Aad and Fetzer, Christof and Leonardi, Stefano},
 TITLE = {Dimension Reduction: A Powerful Principle for Automatically Finding Concepts in Unstructured Data},
 BOOKTITLE = {International Workshop on Self-* Properties in Complex Information Systems (SELF-STAR 2004)},
 PUBLISHER = {University of Bologna},
 YEAR = {2004},
 PAGES = {113--116},
 ADDRESS = {Bertinoro, Italy},
}

Entry last modified by Holger Bast, 07/15/2014
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Editor(s)
[Library]		Created
01/26/2005 13:54:34
Revisions
11.
10.
9.
8.
7.		Editor(s)
Holger Bast
Christine Kiesel
Christine Kiesel
Christine Kiesel
Christine Kiesel		Edit Dates
06/09/2006 02:27:38 PM
03.11.2005 14:26:02
03.11.2005 12:47:45
01.05.2005 20:14:50
01.05.2005 20:05:05