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 3076 views
Computational environments for modeling biochemical networks
Nov 8, 2010 3330 views
Deep sequencing and systems biology: steps on the way to an individualised trea...
Nov 8, 2010 3932 views
Protein-protein network inference with regularized output and input kernel metho...
Nov 8, 2010 3711 views
Exploring transcription regulation through cell-to-cell variability
Nov 8, 2010 3517 views
Session 1:
Identifying proteins involved in parasitism by discovering degenerated motifs
Nov 8, 2010 3193 views
High throughput network analysis
Nov 8, 2010 4443 views
Session 2:
On learning gene regulatory networks with only positive examples
Nov 8, 2010 3588 views
Inferring regulatory networks from expression data using tree-based methods
Nov 8, 2010 5112 views
Inference in hierarchical transcriptional network motifs
Nov 8, 2010 3478 views
Session 3:
Collaboration-based function prediction in protein-protein interaction networks
Nov 8, 2010 3899 views
Prediction of DNA-binding proteins from structural features
Nov 8, 2010 3496 views
Session 4:
A fast algorithm for structured gene selection
Nov 8, 2010 4348 views
On the stability and interpretability of prognosis signatures in breast cancer
Nov 8, 2010 8469 views
Session 5:
Automated detection of chaotic and oscillatory regimes
Nov 8, 2010 2998 views
A note on Inference for reaction kinetics with monomolecular reactions
Nov 8, 2010 3305 views
Session 6:
Multilabel prediction of drug activity
Nov 8, 2010 3325 views
An integrated generative and discriminative Bayesian model for binary classific...
Nov 8, 2010 3280 views