4th International Workshop on Machine Learning in Systems Biology (MLSB), Edinburgh 2010
18 Videos · 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.
Videos
Invited talks
Automatic quantification of subtle cellular phenotypes in microscopy-based high-...
Nov 8, 2010
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3066 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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3916 views
Protein-protein network inference with regularized output and input kernel metho...
Nov 8, 2010
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3690 views
Exploring transcription regulation through cell-to-cell variability
Nov 8, 2010
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3495 views
Session 1:
Identifying proteins involved in parasitism by discovering degenerated motifs
Nov 8, 2010
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3169 views
High throughput network analysis
Nov 8, 2010
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4429 views
Session 2:
On learning gene regulatory networks with only positive examples
Nov 8, 2010
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3571 views
Inferring regulatory networks from expression data using tree-based methods
Nov 8, 2010
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5093 views
Inference in hierarchical transcriptional network motifs
Nov 8, 2010
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3464 views
Session 3:
Collaboration-based function prediction in protein-protein interaction networks
Nov 8, 2010
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3885 views
Prediction of DNA-binding proteins from structural features
Nov 8, 2010
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3466 views
Session 4:
A fast algorithm for structured gene selection
Nov 8, 2010
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4337 views
On the stability and interpretability of prognosis signatures in breast cancer
Nov 8, 2010
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8445 views
Session 5:
Automated detection of chaotic and oscillatory regimes
Nov 8, 2010
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2989 views
A note on Inference for reaction kinetics with monomolecular reactions
Nov 8, 2010
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3292 views
Session 6:
Multilabel prediction of drug activity
Nov 8, 2010
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3293 views
An integrated generative and discriminative Bayesian model for binary classific...
Nov 8, 2010
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3261 views