MLSB 2012 - Basel

6th International Workshop on Machine Learning in Systems Biology (MLSB), Basel 2012

MLSB12, the Sixth International Workshop on Machine Learning in Systems Biology was held in Basel, Switzerland on September 8-9, 2012.

The aim of this workshop is 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.

Most of the workshop proceedings are available at the Bioinformatics Journal, Volume 28 Issue 21 November 1, 2012.

The Workshop was organized as "Satellite Meeting" of the 11th European Conference on Computational Biology (ECCB) by Karsten Borgwardt and Gunnar Rätsch. MLSB 2012 is supported by the PASCAL2 Network of Excellence.

To find out more please visit the MLSB 2012 website.

Categories

Top » Computer Science » Machine Learning
Top » Computer Science » Bioinformatics
Top » Biology


Introduction
[syn] 2532 views, 04:44 IntroductionIntroduction Karsten Michael Borgwardt Karsten Michael Borgwardt
Invited Talks
[syn] 2842 views, 1:00:45 Invited Talk Deciphering transcription regulation: from individual sites to cell type specific expressionDeciphering transcription regulation: from individual sites to cell type specific ... Uwe Ohler Uwe Ohler	[syn] 4070 views, 1:02:03 Invited Talk Kernel methods for genomic data fusionKernel methods for genomic data fusion Yves Moreau Yves Moreau	[syn] 2966 views, 54:46 Invited Talk Signatures of evolution and systems organization from an Arabidopsis interactome network mapSignatures of evolution and systems organization from an Arabidopsis interactome ... Pascal Falter-Braun Pascal Falter-Braun	[syn] 2894 views, 1:00:07 Invited Talk The genetics of individuals: why would a mutation kill me, but not you?The genetics of individuals: why would a mutation kill me, ... Ben Lehner Ben Lehner
Lectures
[syn] 2781 views, 22:59 Context-specific transcriptional regulatory network inference from global gene expression maps using double two-way t-testsContext-specific transcriptional regulatory network inference from global gene expression maps ... Jianlong Qi Jianlong Qi	[syn] 3110 views, 25:32 Active and guided learning of enzyme functionActive and guided learning of enzyme function Luna De Ferrari Luna De Ferrari	[syn] 3249 views, 18:50 Inferring gene regulatory networks using ensembles of feature selection techniquesInferring gene regulatory networks using ensembles of feature selection techniques Joeri Ruyssinck Joeri Ruyssinck	1348 views, 19:15 Inferring epigenetic and transcriptional regulation during blood cell development with a mixture of sparse linear modelsInferring epigenetic and transcriptional regulation during blood cell development with ... Thais G. do Rego Thais G. do Rego	[syn] 2908 views, 24:45 Efficient, data-based network inference using a linear programming approachEfficient, data-based network inference using a linear programming approach Bettina Knapp Bettina Knapp
[syn] 3143 views, 30:03 Learning a Markov logic network for supervised gene regulation inference: application to the ID2 regulatory network in human keratinocytesLearning a Markov logic network for supervised gene regulation inference: ... Florence d'Alche-Buc Florence d'Alche-Buc	[syn] 2522 views, 21:14 Integrating literature-constrained and data-driven inference of signalling networksIntegrating literature-constrained and data-driven inference of signalling networks Federica Eduati Federica Eduati	[syn] 3800 views, 22:41 Using PPI Networks in hierarchical multi-label classification trees for gene function predictionUsing PPI Networks in hierarchical multi-label classification trees for gene ... Daniela Stojanova Daniela Stojanova	[syn] 2591 views, 26:34 Boosting statistical network inference by incorporating prior knowledge from multiple sourcesBoosting statistical network inference by incorporating prior knowledge from multiple ... Paurush Praveen Paurush Praveen	[syn] 3419 views, 28:37 Predicting drug-target interactions from chemical and genomic kernels using Bayesian matrix factorizationPredicting drug-target interactions from chemical and genomic kernels using Bayesian ... Mehmet Gönen Mehmet Gönen 1 comment
[syn] 2661 views, 23:05 Targeted retrieval of gene expression measurements using regulatory modelsTargeted retrieval of gene expression measurements using regulatory models Elisabeth Georgii Elisabeth Georgii	[syn] 2793 views, 29:00 Metabolite identification and molecular fingerprint prediction via machine learningMetabolite identification and molecular fingerprint prediction via machine learning Markus Heinonen Markus Heinonen	[syn] 3016 views, 27:59 Network inference using steady-state data and Goldbeter-Koshland kineticsNetwork inference using steady-state data and Goldbeter-Koshland kinetics Chris J Oates Chris J Oates	[syn] 2687 views, 22:47 Efficient sampling for Bayesian inference of conjunctive Bayesian networksEfficient sampling for Bayesian inference of conjunctive Bayesian networks Thomas Sakoparnig Thomas Sakoparnig
Closing
[syn] 2459 views, 02:37 Closing remarksClosing remarks Karsten Michael Borgwardt Karsten Michael Borgwardt

Reviews and comments:

1 Danny Sk, September 2, 2020 at 11:14 a.m.:

This ML workshop was very knowledgeable https://vidmate.bet/ .

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MLSB 2012 - Basel

6th International Workshop on Machine Learning in Systems Biology (MLSB), Basel 2012

Introduction

Invited Talks

Lectures

Closing

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