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.
Videos
Introduction

Introduction
Oct 23, 2012
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2544 views
Invited Talks

Deciphering transcription regulation: from individual sites to cell type specifi...
Oct 23, 2012
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2850 views

The genetics of individuals: why would a mutation kill me, but not you?
Oct 23, 2012
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2916 views

Signatures of evolution and systems organization from an Arabidopsis interactome...
Oct 23, 2012
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2984 views

Kernel methods for genomic data fusion
Oct 23, 2012
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4095 views
Lectures

Boosting statistical network inference by incorporating prior knowledge from mul...
Oct 23, 2012
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2607 views

Targeted retrieval of gene expression measurements using regulatory models
Oct 23, 2012
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2682 views

Network inference using steady-state data and Goldbeter-Koshland kinetics
Oct 23, 2012
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3051 views

Predicting drug-target interactions from chemical and genomic kernels using Baye...
Oct 23, 2012
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3430 views

Active and guided learning of enzyme function
Oct 23, 2012
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3132 views

Using PPI Networks in hierarchical multi-label classification trees for gene fun...
Oct 23, 2012
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3819 views

Metabolite identification and molecular fingerprint prediction via machine learn...
Oct 23, 2012
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2812 views

Inferring gene regulatory networks using ensembles of feature selection techniqu...
Oct 23, 2012
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3268 views

Efficient, data-based network inference using a linear programming approach
Oct 23, 2012
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2932 views

Integrating literature-constrained and data-driven inference of signalling netwo...
Oct 23, 2012
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2542 views

Context-specific transcriptional regulatory network inference from global gene e...
Oct 23, 2012
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2790 views

Inferring epigenetic and transcriptional regulation during blood cell developmen...
Sep 25, 2012
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1348 views

Efficient sampling for Bayesian inference of conjunctive Bayesian networks
Oct 23, 2012
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2710 views

Learning a Markov logic network for supervised gene regulation inference: applic...
Oct 23, 2012
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3166 views

Helios: discovering driver oncogenes
Sep 4, 2019
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22 views
Closing

Closing remarks
Oct 23, 2012
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2476 views