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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2538 Views
Invited Talks
Deciphering transcription regulation: from individual sites to cell type specifi...
Oct 23, 2012
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2847 Views
Kernel methods for genomic data fusion
Oct 23, 2012
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4092 Views
Signatures of evolution and systems organization from an Arabidopsis interactome...
Oct 23, 2012
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2980 Views
The genetics of individuals: why would a mutation kill me, but not you?
Oct 23, 2012
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2913 Views
Lectures
Context-specific transcriptional regulatory network inference from global gene e...
Oct 23, 2012
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2786 Views
Active and guided learning of enzyme function
Oct 23, 2012
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3128 Views
Inferring gene regulatory networks using ensembles of feature selection techniqu...
Oct 23, 2012
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3266 Views
Efficient, data-based network inference using a linear programming approach
Oct 23, 2012
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2927 Views
Learning a Markov logic network for supervised gene regulation inference: applic...
Oct 23, 2012
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3161 Views
Integrating literature-constrained and data-driven inference of signalling netwo...
Oct 23, 2012
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2535 Views
Using PPI Networks in hierarchical multi-label classification trees for gene fun...
Oct 23, 2012
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3818 Views
Boosting statistical network inference by incorporating prior knowledge from mul...
Oct 23, 2012
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2604 Views
Predicting drug-target interactions from chemical and genomic kernels using Baye...
Oct 23, 2012
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3427 Views
Targeted retrieval of gene expression measurements using regulatory models
Oct 23, 2012
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2678 Views
Metabolite identification and molecular fingerprint prediction via machine learn...
Oct 23, 2012
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2809 Views
Network inference using steady-state data and Goldbeter-Koshland kinetics
Oct 23, 2012
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3047 Views
Efficient sampling for Bayesian inference of conjunctive Bayesian networks
Oct 23, 2012
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2707 Views
Closing
Closing remarks
Oct 23, 2012
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2471 Views