bnlearn - Seminars and Talks

From the Dawn of Time to 2014

Genotype-Environment Effects Analysis Using Bayesian Networks. [ pdf ]
7th International Conference of the ERCIM WG on Computational and Methodological Statistics, Pisa (December 6–8, 2014).
Predictive Accuracy: a Function of Genetic Distance. [ pdf ]
Workshop on “Statistical and Computational Methods for Relatedness and Relationship Inference from Genetic Marker Data”, International Centre for Mathematical Sciences (ICMS), Edinburgh (September 22–26, 2014).
On the Prior and Posterior Distributions Used in Graphical Modelling. [ pdf ]
Joint Statistical Meeting, Boston (August 5, 2014). A shorter version of the talk given in Oxford in 2013.
Multiple Quantitative Trait Analysis in Statistical Genetics with Bayesian Networks. [ pdf ]
“Graphical Causality Models: Tree, Bayesian Networks and Big Data”, ENBIS-SFdS Spring Meeting, Institut Henri Poincareé, Paris (April 9, 2014). And again at the Department of Genetics, Evolution and Environment, University College London (June 13, 2014). And again at the 11th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB, June 28, 2014). And again at “Integrating the Genome with the Phenome”, BCGES-SEGEG Annual Meeting, London (July 8, 2014).

Graphical Models for Genomic Selection. [ pdf ]
Unité Mathématiques et Informatique Appliquées (MIA), INRA, Jouy-en-Josas (November 7, 2013). An improved version of the MAGIC Workshop talk.
On the Prior and Posterior Distributions Used in Graphical Modelling. [ pdf ]
Graphical Modelling Reading Club, Oxford University (October 25, 2013).
Bayesian Network Modelling in Genetics and Systems Biology. [ pdf ]
Biomathematics Seminar, Imperial College, London (October 15, 2013). An improved version of Liverpool's Computational Biology Seminar talk.
Applications of Bayesian Networks in Genetics and Systems Biology. [ pdf ]
Computational Biology Seminar, University of Liverpool (September 13, 2013).
Learning Bayesian Networks in R: an Example in Systems Biology. [ pdf ]
useR! Conference, Albacete (July 9, 2013).
Graphical Models for Genomic Selection. [ pdf ]
MAGIC Workshop, National Institute of Agricultural Botany (NIAB), Cambridge (June 12, 2013).
Bayesian Networks for Gene Network Discovery: Parallel and Optimised Learning. [ pdf ]
Mathematical and Statistical Aspects of Molecular Biology Conference (MASAMB'13), Imperial College, London (April 11–12, 2013).
Causal Protein Signalling Networks. [ pdf ]
Department of Genetics, Evolution and Environment, University College London (January 25, 2013).

Graphical Models and Protein Signalling Networks. [ pdf ]
Astellas, Leiden (November 5, 2012).
Graphical Modelling in Genetics and Systems Biology. [ pdf ]
Workshop on the Foundations of Biomedical Knowledge Representation, Leiden (October 30, 2012).
Efficient Use of Marker Profiles in Genomic Selection. [ pdf ]
15th Meeting of the EUCARPIA Section “Biometrics in Plant Breeding”, Hohenheim (September 5, 2012).
Genomic Selection with Linear Models and Rank Aggregation. [ pdf ]
Genetics Institute, University College London (March 5, 2012).

Graphical Models: Model Estimation and Validation. [ pdf ]
Department of Statistical Sciences, University of Padova (September 27, 2011).
On Identifying Significant Edges in Graphical Models. [ pdf ]
Workshop on Probabilistic Problem Solving in Biomedicine, 13th Conference on Artificial Intelligence in Medicine (AIME'11), Bled (July 2, 2011).
Measures of Variability for Graphical Models. [ pdf ]
Genetics Institute, University College London (March 14, 2011).

Bayesian Network Resampling for the Analysis of Functional Relationships. [ pdf ]
Institut für Medizinische Informatik, Statistik und Epidemiologie (IMISE), Leipzig University (October 12, 2010).
Constraint-based Bayesian Network Learning with Permutation Tests. [ pdf ]
Statistics for Complex Problems: the Multivariate Permutation Approach and Related Topics, Archivio Antico, Palazzo del Bo, University of Padova (June 15, 2010).

Structure Variability in Graphical Models. [ pdf ]
Machine Learning / Intelligent Data Analysis Group, Institut für Softwaretechnik und Theoretische Informatik, Technische Universität Berlin (November 5, 2009).
Comparing Bayesian Networks and Structure Learning Algorithms. [ pdf ]
Institut für Medizinische Informatik, Statistik und Epidemiologie (IMISE), Leipzig University (October 20, 2009).

Network Bayesiani: Selezione del Modello. (in Italian) [ pdf ]
Department of Information Engineering, University of Padova (November 4, 2008).