6th International Workshop on Machine Learning in Systems Biology (MLSB), Basel 2012

6th International Workshop on Machine Learning in Systems Biology (MLSB), Basel 2012

21 Videos · 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.

Videos

Introduction

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04:44

Introduction

Karsten Michael Borgwardt

Oct 23, 2012

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2544 views

Invited Talks

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01:00:45

Deciphering transcription regulation: from individual sites to cell type specifi...

Uwe Ohler

Oct 23, 2012

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2850 views

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01:00:07

The genetics of individuals: why would a mutation kill me, but not you?

Ben Lehner

Oct 23, 2012

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2916 views

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54:46

Signatures of evolution and systems organization from an Arabidopsis interactome...

Pascal Falter-Braun

Oct 23, 2012

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2984 views

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01:02:03

Kernel methods for genomic data fusion

Yves Moreau

Oct 23, 2012

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4095 views

Lectures

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26:34

Boosting statistical network inference by incorporating prior knowledge from mul...

Paurush Praveen

Oct 23, 2012

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2607 views

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23:05

Targeted retrieval of gene expression measurements using regulatory models

Elisabeth Georgii

Oct 23, 2012

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2682 views

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27:59

Network inference using steady-state data and Goldbeter-Koshland kinetics

Chris J Oates

Oct 23, 2012

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3051 views

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28:37

Predicting drug-target interactions from chemical and genomic kernels using Baye...

Mehmet Gönen

Oct 23, 2012

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3430 views

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25:32

Active and guided learning of enzyme function

Luna De Ferrari

Oct 23, 2012

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3132 views

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22:41

Using PPI Networks in hierarchical multi-label classification trees for gene fun...

Daniela Stojanova

Oct 23, 2012

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3819 views

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29:00

Metabolite identification and molecular fingerprint prediction via machine learn...

Markus Heinonen

Oct 23, 2012

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2812 views

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18:50

Inferring gene regulatory networks using ensembles of feature selection techniqu...

Joeri Ruyssinck

Oct 23, 2012

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3268 views

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24:45

Efficient, data-based network inference using a linear programming approach

Bettina Knapp

Oct 23, 2012

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2932 views

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21:14

Integrating literature-constrained and data-driven inference of signalling netwo...

Federica Eduati

Oct 23, 2012

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2542 views

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22:59

Context-specific transcriptional regulatory network inference from global gene e...

Jianlong Qi

Oct 23, 2012

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2790 views

Private
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19:15

Inferring epigenetic and transcriptional regulation during blood cell developmen...

Thais G. do Rego

Sep 25, 2012

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1348 views

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22:47

Efficient sampling for Bayesian inference of conjunctive Bayesian networks

Thomas Sakoparnig

Oct 23, 2012

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2710 views

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30:03

Learning a Markov logic network for supervised gene regulation inference: applic...

Florence d'Alche-Buc

Oct 23, 2012

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3166 views

Draft
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29:31

Helios: discovering driver oncogenes

Felix Sanchez-Garcia

Sep 4, 2019

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22 views

Closing

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02:37

Closing remarks

Karsten Michael Borgwardt

Oct 23, 2012

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2476 views