StReBio'09: statistical relational learning and mining in bioinformatics
Pages 88 - 89
Abstract
Bioinformatics is an application domain where information is naturally represented in terms of relations between heterogenous objects. Modern experimentation and data acquisition techniques allow the study of complex interactions in biological systems. This raises interesting challenges for machine learning and data mining researchers, as the amount of data is huge, some information can not be observed, and measurements may be noisy.
This report presents a review on the ACM SIGKDD 2009 Workshop on Statistical Relational Learning and Mining in Bioinformatics (StReBio'09) which was held in Paris on June 28th, 2009. The aim of this workshop was to provide a forum to share challenges, results and ideas at the frontier between the field of statistical relational learning and the field of bioinformatics.
References
[1]
P. Baldi and S. Brunak. Bioinformatics: the machine learning approach. MIT Press, Cambridge, MA, USA, 2001.
[2]
D. J. Balding, M. Bishop, and C. Cannings. Handbook of Statistical Genetics. Wiley, 2007.
[3]
L. De Raedt, P. Frasconi, K. Kersting, and S. Muggleton. Probabilistic Inductive Logic Programming. Springer, 2008.
[4]
L. Getoor and B. Taskar. Introduction to statistical relational learning. MIT press, 2007.
[5]
M. S.Waterman. Introduction to Computational Biology. Chapman & Hall, 1995.
- StReBio'09: statistical relational learning and mining in bioinformatics
Recommendations
Report on the second ACM workshop on hot topics in software upgrades (HotSWUp'09): http://www.hotswup.org/2009/
The Second ACM SIGPLAN Workshop on Hot Topics in Software Upgrades (HotSWUp'09) was held on 25 October 2009 in Orlando, FL. The workshop was co-located with OOPSLA 2009 and was sponsored by ACM SIGPLAN. Twenty researchers and practitioners, from the ...
Comments
Information & Contributors
Information
Published In
Copyright © 2010 Authors.
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Published: 27 May 2010
Published in SIGKDD Volume 11, Issue 2
Check for updates
Qualifiers
- Review-article
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 81Total Downloads
- Downloads (Last 12 months)0
- Downloads (Last 6 weeks)0
Reflects downloads up to 05 Mar 2025
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in