Recent developments in a variety of sectors, including health care, research and the direct-
to-consumer industry, have led to a dramatic increase in the amount of genomic data that …

We are entering an era of ubiquitous genetic information for research, clinical care and
personal curiosity. Sharing these data sets is vital for progress in biomedical research …

The increasing volume of personal and sensitive data being harvested by data controllers
makes it increasingly necessary to use the cloud not just to store the data, but also to …

Genome sequencing technology has advanced at a rapid pace and it is now possible to
generate highly-detailed genotypes inexpensively. The collection and analysis of such data …

This chapter provides an accessible introduction for point processes, and especially Hawkes
processes, for modeling discrete, inter-dependent events over continuous time. We start by …

Recent advances in DNA sequencing technologies have put ubiquitous availability of fully
sequenced human genomes within reach. It is no longer hard to imagine the day when …

Health big data has already been the most important big data for its serious privacy
disclosure concerns and huge potential value of secondary use. Measurements must be …

The rapid progress in human-genome sequencing is leading to a high availability of
genomic data. This data is notoriously very sensitive and stable in time. It is also highly …

Background The rapid development of genome sequencing technology allows researchers
to access large genome datasets. However, outsourcing the data processing o the cloud …

Deep learning for video classification and captioning Page 1 IPART MULTIMEDIA
CONTENT ANALYSIS Page 2 Page 3 1Deep Learning for Video Classification and …