6th International Workshop on Machine Learning in Systems Biology (MLSB), Basel 2012
19 Lectures · Sep 8, 2012
About
MLSB12, the Sixth International Workshop on Machine Learning in Systems Biology was held in Basel, Switzerland on September 8-9, 2012.
The aim of this workshop is to contribute to the cross-fertilization between the research in machine learning methods and their applications to systems biology (i.e., 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.
Most of the workshop proceedings are available at the Bioinformatics Journal, Volume 28 Issue 21 November 1, 2012.
The Workshop was organized as "Satellite Meeting" of the 11th European Conference on Computational Biology (ECCB) by Karsten Borgwardt and Gunnar Rätsch. MLSB 2012 is supported by the PASCAL2 Network of Excellence.
To find out more please visit the MLSB 2012 website.
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Uploaded videos:
Introduction
Introduction
Oct 23, 2012
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2537 Views
Invited Talks
Deciphering transcription regulation: from individual sites to cell type specifi...
Oct 23, 2012
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2846 Views
Kernel methods for genomic data fusion
Oct 23, 2012
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4090 Views
Signatures of evolution and systems organization from an Arabidopsis interactome...
Oct 23, 2012
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2979 Views
The genetics of individuals: why would a mutation kill me, but not you?
Oct 23, 2012
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2911 Views
Lectures
Context-specific transcriptional regulatory network inference from global gene e...
Oct 23, 2012
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2785 Views
Active and guided learning of enzyme function
Oct 23, 2012
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3126 Views
Inferring gene regulatory networks using ensembles of feature selection techniqu...
Oct 23, 2012
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3265 Views
Efficient, data-based network inference using a linear programming approach
Oct 23, 2012
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2926 Views
Learning a Markov logic network for supervised gene regulation inference: applic...
Oct 23, 2012
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3160 Views
Integrating literature-constrained and data-driven inference of signalling netwo...
Oct 23, 2012
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2532 Views
Using PPI Networks in hierarchical multi-label classification trees for gene fun...
Oct 23, 2012
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3817 Views
Boosting statistical network inference by incorporating prior knowledge from mul...
Oct 23, 2012
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2603 Views
Predicting drug-target interactions from chemical and genomic kernels using Baye...
Oct 23, 2012
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3425 Views
Targeted retrieval of gene expression measurements using regulatory models
Oct 23, 2012
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2677 Views
Metabolite identification and molecular fingerprint prediction via machine learn...
Oct 23, 2012
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2808 Views
Network inference using steady-state data and Goldbeter-Koshland kinetics
Oct 23, 2012
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3045 Views
Efficient sampling for Bayesian inference of conjunctive Bayesian networks
Oct 23, 2012
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2704 Views
Closing
Closing remarks
Oct 23, 2012
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2470 Views