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2nd International Workshop on Machine Learning in Systems Biology
Belgium - Brussels

Hosted by: MLSB
Venue: Royal Academy of Science, Brussels, Belgium
Dates: Sep 13, 2008 through Sep 14, 2008

Call for Proceedings Presentations: 2008-04-01 through 2008-06-15
Call for Posters: 2008-04-01 through 2008-08-20
 
Description
 
The aim of this workshop is to contribute to the cross-fertilization between the research in machine learning methods and their applications to complex biological and medical questions by bringing together method developers and experimentalists. We encourage submissions bringing forward methods for discovering complex structures (e.g. interaction networks, molecule structures) and methods supporting genome-wide data analysis.

A non-exhaustive list of topics suitable for this workshop:

Methods

Machine Learning Algorithms
Bayesian Methods
Data integration/fusion
Feature/subspace selection
Clustering
Biclustering/association rules
Kernel Methods
Probabilistic Inference
Structured output prediction
Systems identification
Graph inference, completion, smoothing
Semi-supervised learning

Applications

Sequence Annotation
Gene Expression and post-transcriptional regulation
Inference of gene regulation networks
Gene Prediction and whole genome association studies
Metabolic pathway modeling
Signaling networks
Systems biology approaches to biomarker identification
Rational drug design methods
Metabolic Reconstruction
Protein Structure Prediction
Protein Function Prediction
Protein-protein interaction networks

SUBMISSIONS OF EXTENDED ABSTRACTS

We invite to submit an extended abstract of maximum 8 pages. Each extended abstract must be submitted by June 15 2008 electronically via the Easychair submission system: http://www.easychair.org/conferences/?conf=mlsb08

Formatting instructions can be found on the workshop website http://www.montefiore.ulg.ac.be/services/stochastic/mlsb08

The extended abstracts will be reviewed by the scientific programme committee. The papers will be selected for oral or poster presentation according to their originality and relevance to the workshop topics. Electronic versions of the extended abstracts will be accessible to the participants prior to the conference and will be made publicly available on the conference web site after the conference. It is also planned to publish these papers in a special volume of a bioinformatics journal.

SUBMISSION OF POSTER PRESENTATIONS

We invite you also to apply for poster presentations on topics of relevance to the workshop. Each poster presentation should be described in a 1 page summary and be submitted by August 20, 2008 via the Easychair submission system: http://www.easychair.org/conferences/?conf=mlsb08

Poster summaries must follow the same formatting instructions as the extended abstract, but should not exceed one page.
 
Additional Information
 
Event URL: http://www.montefiore.ulg.ac.be/services/stochastic/mlsb08
ISCB Member Discount: None
Contact Person: Pierre Geurts ([javascript protected email address])

While ISCB provides for conference and event listings that may be of interest to members and bioinformaticians at large, ISCB is not responsible for the content provided by outside sources. Such listings are not meant as an endorsement by ISCB.



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