The Faculty of Mathematics and Natural Sciences: Search
Now showing items 231-240 of 349
Enriching Text-Based Human-Machine Interactions with Additional World Knowledge
(2022-09-19)
In the last decade, the world has witnessed a massive upheaval in intelligent systems' design and development, especially for systems that can interact with humans. Such systems, capable of real-time interaction with end ...
Next-generation phenotyping for rare Mendelian disorders
(2022-08-31)
Worldwide, rare genetic disorders affect more than 6.2% of the population. The long diagnostic process is often called the ‘diagnostic odyssey.’ With the recent advances in computer vision, many next-generation phenotyping ...
Classification, Characterization, and Contextualization of Windows Malware using Static Behavior and Similarity Analysis
(2022-07-05)
In this dissertation, we provide a comprehensive malware ground truth data set called Malpedia that is tailored towards demands that serve both academic research and practical malware analysis. Using Malpedia as a foundation, ...
People-Tracking-Verfahren zur autonomen Identifikation und Begleitung von Personen durch mobile Roboter
(2020-08-06)
Die vorliegende Arbeit untersucht die Verfolgung, d.h. die kontinuierliche Schätzung der Position von sich bewegenden Objekten, insbesondere von Personen, in der Umgebung eines mobilen Roboters durch diesen selbst mit Hilfe ...
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 ...
Towards Semantic Integration of Supply Chain and Production Data
(2020-11-06)
Data is a critical ingredient for many analyses. Its recent exponential growth allowed utilizing computers to solve previously considered hard problems. For organizations and entire economies, being able to solve harder ...
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 ...