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
Exploring transcription regulation through cell-to-cell variability
Nov 08, 2010
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3485 Views
Computational environments for modeling biochemical networks
Nov 08, 2010
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3312 Views
Deep sequencing and systems biology: steps on the way to an individualised trea...
Nov 08, 2010
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3906 Views
Protein-protein network inference with regularized output and input kernel metho...
Nov 08, 2010
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3673 Views
Automatic quantification of subtle cellular phenotypes in microscopy-based high-...
Nov 08, 2010
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3061 Views
Session 1:
Identifying proteins involved in parasitism by discovering degenerated motifs
Nov 08, 2010
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3164 Views
High throughput network analysis
Nov 08, 2010
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4422 Views
Session 2:
Inferring regulatory networks from expression data using tree-based methods
Nov 08, 2010
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5088 Views
Inference in hierarchical transcriptional network motifs
Nov 08, 2010
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3454 Views
On learning gene regulatory networks with only positive examples
Nov 08, 2010
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3564 Views
Session 3:
Collaboration-based function prediction in protein-protein interaction networks
Nov 08, 2010
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3872 Views
Prediction of DNA-binding proteins from structural features
Nov 08, 2010
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3448 Views
Session 4:
On the stability and interpretability of prognosis signatures in breast cancer
Nov 08, 2010
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8434 Views
A fast algorithm for structured gene selection
Nov 08, 2010
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4331 Views
Session 5:
Automated detection of chaotic and oscillatory regimes
Nov 08, 2010
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2983 Views
A note on Inference for reaction kinetics with monomolecular reactions
Nov 08, 2010
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3288 Views
Session 6:
Multilabel prediction of drug activity
Nov 08, 2010
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3286 Views
An integrated generative and discriminative Bayesian model for binary classific...
Nov 08, 2010
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3256 Views