Exploiting prior knowledge and latent variable representations for the statistical modeling and probabilistic querying of large knowledge graphs

Network-based analysis of gene expression data

Apr 29, 2016 - 0

The methods of molecular biology for the quantitative measurement of gene expression have undergone a rap...View more

Context-based RNA-seq mapping

Apr 22, 2016 - 0

In recent years, the sequencing of RNA (RNA-seq) using next generation sequencing (NGS) technology has be...View more

Computing hybridization networks using agreement forests

Apr 8, 2016 - 0

Rooted phylogenetic trees are widely used in biology to represent the evolutionary history of certain spe...View more

Exploiting autobiographical memory for fallback authentication on smartphones

Mar 3, 2016 - 0

Smartphones have advanced from simple communication devices to multipurpose devices that capture almost e...View more

Efficient data mining algorithms for time series and complex medical data

Feb 29, 2016 - 0

Cross-species network and transcript transfer

Feb 5, 2016 - 0

Metabolic processes, signal transduction, gene regulation, as well as gene and protein expression are lar...View more

Mean field limits for charged particles

Dec 21, 2015 - 0

The aim of this thesis is to provide a rigorous mathematical derivation of the Vlasov-Poisson equation an...View more

Fostering awareness and collaboration in large-class lectures

Dec 17, 2015 - 0

For decades, higher education has been shaped by large-class lectures, which are characterized by large a...View more