212 citations · 505 across the 43 of their papers we have counts for
Showing 2012Show all
3 papers · 1 filter
q-bio.GN2012★ 1 cited
A mixed model approach for joint genetic analysis of alternatively spliced transcript isoforms using RNA-Seq data
Barbara Rakitsch, Christoph Lippert, Hande Topa +3
RNA-Seq technology allows for studying the transcriptional state of the cell at an unprecedented level of detail. Beyond quantification of whole-gene expression, it is now possible…
stat.ML2012★ 3 cited
Gaussian process modelling of multiple short time series
Hande Topa, Antti Honkela
We present techniques for effective Gaussian process (GP) modelling of multiple short time series. These problems are common when applying GP models independently to each gene in a…
cs.MS2012★ 2 cited
Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework
Markus Harva, Tapani Raiko, Antti Honkela +2
A software library for constructing and learning probabilistic models is presented. The library offers a set of building blocks from which a large variety of static and dynamic mod…