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.

Related categories

Uploaded videos:

Invited talks

video-img
01:01:13

Exploring transcription regulation through cell-to-cell variability

Nir Friedman

Nov 08, 2010

 · 

3484 Views

Invited Talk
video-img
49:24

Computational environments for modeling biochemical networks

Ursula Kummer

Nov 08, 2010

 · 

3310 Views

Invited Talk
video-img
52:20

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

Hans Lehrach

Nov 08, 2010

 · 

3905 Views

Invited Talk
video-img
50:54

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

Florence d'Alche-Buc

Nov 08, 2010

 · 

3672 Views

Invited Talk
video-img
41:16

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

Vebjorn Ljosa

Nov 08, 2010

 · 

3060 Views

Invited Talk

Session 1:

video-img
20:14

Identifying proteins involved in parasitism by discovering degenerated motifs

Celine Vens

Nov 08, 2010

 · 

3163 Views

Lecture
video-img
22:02

High throughput network analysis

Sumeet Agarwal

Nov 08, 2010

 · 

4419 Views

Lecture

Session 2:

video-img
16:08

Inferring regulatory networks from expression data using tree-based methods

Van Anh Huynh-Thu

Nov 08, 2010

 · 

5087 Views

Lecture
video-img
16:10

Inference in hierarchical transcriptional network motifs

Andrea Ocone

Nov 08, 2010

 · 

3452 Views

Lecture
video-img
21:14

On learning gene regulatory networks with only positive examples

Luigi Cerulo

Nov 08, 2010

 · 

3562 Views

Lecture

Session 3:

video-img
15:30

Collaboration-based function prediction in protein-protein interaction networks

Hossein Rahmani

Nov 08, 2010

 · 

3871 Views

Lecture
video-img
14:44

Prediction of DNA-binding proteins from structural features

Andrea Szaboova

Nov 08, 2010

 · 

3445 Views

Lecture

Session 4:

video-img
18:34

On the stability and interpretability of prognosis signatures in breast cancer

Anne-Claire Haury

Nov 08, 2010

 · 

8432 Views

Lecture
video-img
23:22

A fast algorithm for structured gene selection

Sofi a Mosci

Nov 08, 2010

 · 

4329 Views

Lecture

Session 5:

video-img
17:28

Automated detection of chaotic and oscillatory regimes

Daniel Silk

Nov 08, 2010

 · 

2981 Views

Lecture
video-img
23:40

A note on Inference for reaction kinetics with monomolecular reactions

Manfred Opper

Nov 08, 2010

 · 

3287 Views

Lecture

Session 6:

video-img
23:18

Multilabel prediction of drug activity

Juho Rousu

Nov 08, 2010

 · 

3285 Views

Lecture
video-img
20:53

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

Keith James Harris

Nov 08, 2010

 · 

3254 Views

Lecture