Faculties of University Bonn: Search
Now showing items 51-60 of 61
Pattern Recognition in Intracranial EEG Signals and Prediction of Memory
(2021-03-12)
This thesis presents a method for pattern recognition in neurocognitive data, in particular intracranial electroencephalographic (iEEG) data. The approach aims to reveal mechanisms underlying cognitive processes. This means ...
Efficient Distributed In-Memory Processing of RDF Datasets
(2020-10-27)
Over the past decade, vast amounts of machine-readable structured information have become available through the automation of research processes as well as the increasing popularity of knowledge graphs and semantic ...
Machine Learning Methodologies for Interpretable Compound Activity Predictions
(2020-02-26)
Machine learning (ML) models have gained attention for mining the pharmaceutical data that are currently generated at unprecedented rates and potentially accelerate the discovery of new drugs. The advent of deep learning ...
Multivariate Correlation Analysis for Supervised Feature Selection in High-Dimensional Data
(2020-03-12)
The main theme of this dissertation focuses on multivariate correlation analysis on different data types and we identify and define various research gaps in the same. For the defined research gaps we develop novel techniques ...
Planning Hybrid Driving-Stepping Locomotion for Ground Robots in Challenging Environments
(2020-02-10)
Ground robots capable of navigating a wide range of terrains are needed in several domains such as disaster response or planetary exploration. Hybrid driving-stepping locomotion is promising since it combines the complementary ...
Crafting digital doubles: Enhancing shape acquisition and material representation
(2020-08-12)
The demand for digital applications follows the unhindered growth of the digitization of tasks across many fields, including the entertainment industry, education and science but
also work environments. ...
Linked Research on the Decentralised Web
(2020-05-05)
This thesis is about research communication in the context of the Web. I analyse literature which reveals how researchers are making use of Web technologies for knowledge dissemination, as well as how individuals are ...
Semantic Question Answering Over Knowledge Graphs: Pitfalls and Pearls
(2021-06-07)
Nowadays, the Web provides an infrastructure to share all kinds of information which are easily accessible to humans around the world. Furthermore, the amount of information is growing rapidly and requires computing machines ...
On some Geometric Search Problems: Algorithms, Complexity, Computability
(2020-11-25)
This thesis considers four search problems which are related to or emerge from a geometric context. Each search problem is examined in a separate chapter; these four chapters are framed by an introduction and a conclusion ...
Bridging between data and knowledge: New ways to better understand Alzheimer's Disease and Type 2 Diabetes comorbidity
(2021-06-15)
The holistic understanding of biological phenomena enabled by systems biology forms the basis of current research. As opposed to the principle of classical biology where behavior of a biological system is explained by ...