4th International Workshop on Machine Learning in Systems Biology (MLSB), Edinburgh 2010

4th International Workshop on Machine Learning in Systems Biology (MLSB), Edinburgh 2010

18 Lectures · Oct 15, 2010

About

The aim of this workshop was 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.

More about the workshop can be found at MLSB 2010 homepage.

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Uploaded videos:

Invited talks

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01:01:13

Exploring transcription regulation through cell-to-cell variability

Nir Friedman

Nov 08, 2010

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3484 Views

Invited Talk
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49:24

Computational environments for modeling biochemical networks

Ursula Kummer

Nov 08, 2010

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3311 Views

Invited Talk
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52:20

Deep sequencing and systems biology: steps on the way to an individualised trea...

Hans Lehrach

Nov 08, 2010

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3905 Views

Invited Talk
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50:54

Protein-protein network inference with regularized output and input kernel metho...

Florence d'Alche-Buc

Nov 08, 2010

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3672 Views

Invited Talk
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41:16

Automatic quantification of subtle cellular phenotypes in microscopy-based high-...

Vebjorn Ljosa

Nov 08, 2010

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3060 Views

Invited Talk

Session 1:

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20:14

Identifying proteins involved in parasitism by discovering degenerated motifs

Celine Vens

Nov 08, 2010

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3163 Views

Lecture
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22:02

High throughput network analysis

Sumeet Agarwal

Nov 08, 2010

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4420 Views

Lecture

Session 2:

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16:08

Inferring regulatory networks from expression data using tree-based methods

Van Anh Huynh-Thu

Nov 08, 2010

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5087 Views

Lecture
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16:10

Inference in hierarchical transcriptional network motifs

Andrea Ocone

Nov 08, 2010

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3453 Views

Lecture
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21:14

On learning gene regulatory networks with only positive examples

Luigi Cerulo

Nov 08, 2010

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3563 Views

Lecture

Session 3:

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15:30

Collaboration-based function prediction in protein-protein interaction networks

Hossein Rahmani

Nov 08, 2010

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3871 Views

Lecture
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14:44

Prediction of DNA-binding proteins from structural features

Andrea Szaboova

Nov 08, 2010

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3447 Views

Lecture

Session 4:

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18:34

On the stability and interpretability of prognosis signatures in breast cancer

Anne-Claire Haury

Nov 08, 2010

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8432 Views

Lecture
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23:22

A fast algorithm for structured gene selection

Sofi a Mosci

Nov 08, 2010

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4330 Views

Lecture

Session 5:

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17:28

Automated detection of chaotic and oscillatory regimes

Daniel Silk

Nov 08, 2010

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2981 Views

Lecture
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23:40

A note on Inference for reaction kinetics with monomolecular reactions

Manfred Opper

Nov 08, 2010

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3287 Views

Lecture

Session 6:

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23:18

Multilabel prediction of drug activity

Juho Rousu

Nov 08, 2010

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3285 Views

Lecture
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20:53

An integrated generative and discriminative Bayesian model for binary classific...

Keith James Harris

Nov 08, 2010

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3254 Views

Lecture