The Faculty of Mathematics and Natural Sciences: Search
Now showing items 21-30 of 30
Mechanism-based Stratification of Alzheimer's and Parkinson's Disease using Artificial Intelligence
(2021-03-29)
The capacity to generate omics and clinical data in biomedical science is growing exponentially over the past decades. Additionally, recent advances in computational power and analyzing capabilities have resulted in ...
Online Scheduling-Spiele
(2021-02-08)
Ziel dieser Arbeit ist die Modellierung von online Scheduling-Spielen. Es gibt viele verschiedene Arten von Scheduling-Problemen. Wir betrachten Probleme, bei denen eine Menge von Jobs Maschinen zugewiesen werden müssen. ...
Approximate Inference Applications to Representation Learning and Stochastic Processes Problems
(2021-04-07)
The present dissertation dwells in the development of inference algorithms and methodologies for the study of dynamical datasets. We developed techniques to analyze time-series datasets for point processes, switching ...
Modelling Complex Activities from Visual and Textual Data
(2021-07-23)
Complex activity videos are long-range videos composed of multiple sub-activities following some temporal structuring and connected purpose. Recognizing human activities in such videos is a long-standing goal with a broad ...
Knowledge Extraction Methods for the Analysis of Contractual Agreements
(2021-11-18)
The ubiquitous availability of the Internet results in a massive number of apps, software, and online services with accompanying contractual agreements in the form of ‘end-user license agreement’ and ‘privacy policy’. Often ...
Evolution of the Activity Cliff Concept and Practical Implications for Compound Design
(2021-07-22)
Entering the “big data” era, a number of different research areas have witnessed an enormous increase in data at an exponential rate. For drug discovery, various publicly available protein structure and compound bioactivity ...
Knowledge-aided Sensor Data Processing for Maritime Situational Awareness
(2021-10-05)
The research work focuses on the development of innovative sensor data processing techniques for traffic surveillance, which aim at improving the performance yielded by state-of-the-art tracking solutions when a dynamically ...
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 ...
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 ...
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 ...