Fakultäten der Universität Bonn: Suche
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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 ...
Revealing the Invisible: On the Extraction of Latent Information from Generalized Image Data
(2020-01-08)
The desire to reveal the invisible in order to explain the world around us has been a source of impetus for technological and scientific progress throughout human history. Many of the phenomena that directly affect us ...
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 ...
Computer Assisted Diagnosis in PET/CT: Machine Learning for Prognosis in Oncological Patients
(2022-03-29)
Artificial intelligence (AI) has revolutionised problem solving in a wide range of industrial as well as research domains. Particularly, computer-aided diagnosis (CAD) and clinical decision support systems (CDSSs) as ...
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 ...