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.
Videos
Invited talks

Automatic quantification of subtle cellular phenotypes in microscopy-based high-...
Nov 8, 2010
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3064 views

Computational environments for modeling biochemical networks
Nov 8, 2010
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3313 views

Deep sequencing and systems biology: steps on the way to an individualised trea...
Nov 8, 2010
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3910 views

Protein-protein network inference with regularized output and input kernel metho...
Nov 8, 2010
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3677 views

Exploring transcription regulation through cell-to-cell variability
Nov 8, 2010
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3488 views
Session 1:

Identifying proteins involved in parasitism by discovering degenerated motifs
Nov 8, 2010
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3165 views

High throughput network analysis
Nov 8, 2010
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4425 views
Session 2:

On learning gene regulatory networks with only positive examples
Nov 8, 2010
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3567 views

Inferring regulatory networks from expression data using tree-based methods
Nov 8, 2010
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5090 views

Inference in hierarchical transcriptional network motifs
Nov 8, 2010
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3458 views
Session 3:

Collaboration-based function prediction in protein-protein interaction networks
Nov 8, 2010
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3875 views

Prediction of DNA-binding proteins from structural features
Nov 8, 2010
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3454 views
Session 4:

A fast algorithm for structured gene selection
Nov 8, 2010
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4333 views

On the stability and interpretability of prognosis signatures in breast cancer
Nov 8, 2010
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8438 views
Session 5:

Automated detection of chaotic and oscillatory regimes
Nov 8, 2010
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2985 views

A note on Inference for reaction kinetics with monomolecular reactions
Nov 8, 2010
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3290 views
Session 6:

Multilabel prediction of drug activity
Nov 8, 2010
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3289 views

An integrated generative and discriminative Bayesian model for binary classific...
Nov 8, 2010
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3258 views