60.txt

This complete matlab for neural network

发信人: dequator (不辣丁~我爱南开), 信区: DataMining
标  题: Special Issue on Microarray Data Mining (SIGKDD E
发信站: 南京大学小百合站 (Sun Jun 29 10:32:52 2003)

SIGKDD Explorations Special Issue on Microarray Data Mining
Guest editors: Gregory Piatetsky-Shapiro (KDnuggets, UMass Lowell), 
Pablo Tamayo (MIT Whitehead Institute) 

Submission deadline: October 10, 2003.  
CFP: http://www.kdnuggets.com/publications/cfp-microarray-data-mining.html 

SIGKDD Explorations is the official newsletter of ACM SIGKDD (Special
Interest Group on Knowledge Discovery and Data Mining). This special
issue invites submissions which explore analysis and mining of DNA
Microarray data.  

Analyzing gene expression data from microarray devices has many
important applications in medicine and biology, but presents
significant challenges to data mining, including  

* analyzing data with very many attributes (genes) and relatively few example
s (samples) 
* high likelihood of false positives due to chance 
* lack of absolute ground truth 
* assessing classifier certainty 
* abundance of biological knowledge and difficulty of integrating it 
* understanding the influence of many steps of data preprocessing on gene exp
ression data 
* complexities of gene interaction 

We invite contributions that deal with data mining aspects of
microarray data analysis, including topics mentioned above, and fall
into one of the following areas:  


* disease classification/discrimination and outcome prediction 
* gene clustering 
* analysis of changes over time 
* biological knowledge integration in data analysis 
* biological knowledge discovery from data 
* application descriptions and case studies 
* surveys and descriptions of existing software for microarray data analysis 

Submissions should be made to Gregory Piatetsky-Shapiro, gps_#_acm.org
(replace _#_ with @) in Microsoft Word or PDF format. Submissions are
expected to be between 5 and 15 pages in length.  

More detailed submission instructions at
http://www.acm.org/sigkdd/explorations/instructions.htm 

Submissions will be reviewed by the guest editors, external reviewers
and/or associate editors as appropriate.  

Important Dates: 
Submissions                     Oct 10, 2003 
Reviews due back to authors     Nov 10, 2003 
Camera-ready due                Dec 1, 2003 


About the SIGKDD Explorations newsletter
SIGKDD Explorations newsletter is sent to the ACM SIGKDD membership
and to a world-wide network of libraries. The previous issues are
available online at www.acm.org/sigkdd/explorations/. SIGKDD goal is
to make Explorations a very informative, rapid publication, and an
interesting forum for communicating with SIGKDD community.  

SIGKDD Explorations Editors are 

Usama Fayyad, Editor-in-Chief 
Sunita Sarawagi, Associate Editor 
Paul Bradley, Associate Editor 

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