Explainable Feature Importance: Interpretable machine learning through game theoretic analysis of influence variables and interaction effects
Machine learning (ML) methods support the search for patterns in data and relationships between variables, e.g. in complex bio-medical systems. In this way, they can provide new insights and improve decisions in fields of action such as medical diagnostics. In addition to the quality of the models learned from the data, the trust of human experts ...
Duration: 01/2021 - 12/2024
Technically Enabled Explaining of Speaker Traits
The speech signal is a rich source of information that conveys linguistic but also what is termed para- or extralinguistic content, revealing a speaker’s identity, gender, emotional or cognitive state, age, and health. These traits have been the subject of many investigations in phonetics, but due to the high complexity of the underlying ...
Duration: 01/2021 - 12/2025
Energy Efficient Experimental Vibration Analysis
The aim of the project is to validate an adaptive control method in conjunction with the use of an innovative coupling element for the efficient analysis of unknown non-linear vibration behavior of mechanical structures. Modern resource-saving structures exhibit an ever increasing degree of non-linear behavior due to lightweight construction, new ...
Duration: 01/2021 - 12/2022
Robustness of sensors and sensor systems against environmental conditions for Highly Automated Driving
The project pursues the development of innovative sensor technology and adapted test procedures for highly automated driving under adverse weather conditions in which current assistance systems do not work reliably. For this purpose, individual sensors are virtually mapped and simulated under bad weather conditions. In addition, overall sensor ...
Duration: 01/2021 - 12/2024
Traffic Control for MixedAutonomy Systems
Automated driving in combination with Car2X communication opens up promising possibilities for future traffic systems. The cooperative use of shared real-time information enables a significant increase in the efficiency of today's traffic infra¬structure. With this goal in mind, the project aims to use new technologies from the field of traffic ...
Duration: 01/2021 - 12/2024
Papstherrschaft im Raumentwurf: Die Architekturbücher Domenico Fontanas (1543–1607) und das Rom Sixtus’ V.
Wer zur allgemeinen Geschichte des europäischen Städtebaus bzw. zur römischen Stadtgeschichte am Ende des 16. Jahrhunderts im Speziellen forscht, kommt sowohl an Domenico Fontana (1543–1607) als auch an dessen Architekturbüchern (1590, 1604) nicht vorbei.Bereits in ihrer Konzeption und Ausführung stellen die zwei Bände der Trasportatione ...
Duration: 01/2021 - 12/2025
Zwischen Einzug und deditio. Städtische Unterwerfung vor dem Herrscher im hohen und späteren Mittelalter
Im Ringen um Rechte und Privilegien gerieten Städte immer wieder in Konflikte um die Stadtherrschaft und unterlagen nicht selten dabei. Im Rahmen der Friedensschlüsse nach diesen Auseinandersetzungen werden sowohl in den erzählenden Quellen als auch in Urkunden und Verträgen immer wieder Rituale beschrieben. Das Promotionsvorhaben fragt nach der ...
Duration: 01/2021 - 09/2025
Early Modern Libraries of the Hellweg Region: Editing Digitally the Historical Book Lists – Researching Cultural Transfer – Regaining Cultural Heritage
Ausgehend von historischen Bestandsverzeichnissen überwiegend aus dem 18. Jahrhundert, zielt das Vorhaben auf die digitale Modellierung von zwanzig ausgewählten frühneuzeitlichen Bibliotheken des Hellwegraums. Indem es die handschriftlichen Bestandslisten digital ediert und mit den Katalogdaten der erhaltenen Bücher verknüpft, wo möglich auch mit ...
Duration: 01/2021 - 12/2026
Flows and matchings in graphs
Graph coloring theory is a cornerstone of discrete mathematics, occupying a central position. Research on the 4-Color Conjecture (established as the 4-Color Theorem since 1976) has significantly influenced graph theory. Tait (1880) demonstrated that the 4-Color Theorem is equivalent to the statement that every planar bridgeless cubic graph is ...
Duration: 01/2021 - 12/2023