E-Dissertationen: Search
Now showing items 1-10 of 28
Generation and Applications of Knowledge Graphs in Systems and Networks Biology
(2019-12-16)
The acceleration in the generation of data in the biomedical domain has necessitated the use of computational approaches to assist in its interpretation. However, these approaches rely on the availability of high quality, ...
Fast diffusion MRI based on sparse acquisition and reconstruction for long-term population imaging
(2019-11-21)
Diffusion weighted magnetic resonance imaging (dMRI) is a unique MRI modality to probe the diffusive molecular transport in biological tissue. Due to its noninvasiveness and its ability to investigate the living human brain ...
Computational Analysis of Pathophysiological Mechanisms Based on Pathway Modeling
(2019-12-18)
The advent of the big data era poses major challenges to the biomedical domain. First, it is necessary to adopt strategies that integrate and link the heterogeneous resources that contain multiscale and multimodal data in ...
Semantic Segmentation and Completion of 2D and 3D Scenes
(2019-11-28)
Semantic segmentation is one of the fundamental problems in computer vision. This thesis addresses various tasks, all related to the fine-grained, i.e. pixel-wise or voxel-wise, semantic understanding of a scene. In the ...
New Results on the Probabilistic Analysis of Online Bin Packing and its Variants
(2019-12-03)
The classical bin packing problem can be stated as follows: We are given a multiset of items {a1, ..., an} with sizes in [0,1], and want to pack them into a minimum number of bins, each of which with ......
Strategies for the intelligent integration of genetic variance information in multiscale models of neurodegenerative diseases
(2019-07-18)
A more complete understanding of the genetic architecture of complex traits and diseases can maximize the utility of human genetics in disease screening, diagnosis, prognosis, and therapy. Undoubtedly, the identification ...
Temporal Segmentation of Human Actions in Videos
(2019-10-29)
Understanding human actions in videos is of great interest in various scenarios ranging from surveillance over quality control in production processes to content-based video search. Algorithms for automatic temporal action ...
Black-Box Parallelization for Machine Learning
(2019-10-30)
The landscape of machine learning applications is changing rapidly: large centralized datasets are replaced by high volume, high velocity data streams generated by a vast number of geographically distributed, loosely ...
Planning and Navigation in Dynamic Environments for Mobile Robots and Micro Aerial Vehicles
(2019-10-16)
Reliable and robust navigation planning and obstacle avoidance is key for the autonomous operation of mobile robots. In contrast to stationary industrial robots that often operate in controlled spaces, planning for mobile ...
Prefix-Hijacking im Internetrouting: Monitoring, Analyse und Mitigation
(2019-10-16)
Die vorliegende Arbeit betrachtet IT-Sicherheitsaspekte des Internetroutings und verbessert etablierte Ansätze zur Entdeckung, zur Klassifikation und zur Untersuchung der Folgen von Anomalien im Internetrouting und entwickelt ...