Faculties of University Bonn: Search
Now showing items 1-10 of 61
Don't Blame Developers! Examining a Password-Storage Study Conducted with Students, Freelancers, and Company Developers
(2020-12-11)
Authentication systems are a major concern for the usable security and privacy community. Twenty years ago, the seminal work “Users Are Not The Enemy” [1] by Adams and Sasse initiated a user-centred approach to research. ...
Development of Computational Methods for Rationalizing Chemical Lead Optimization and Compound Design
(2021-09-22)
Chemical lead optimization (LO) plays an important role in pharmaceutical drug discovery. It represents a highly complex multi-objective process, in which the ultimate goal is to identify a suitable candidate molecule that ...
On the Localisation and Reconstruction of Structural Model Errors in Dynamic Systems
(2021-09-02)
Pursuing a deeper understanding of the behaviour of dynamic systems is a main task of modern sciences, from accurate weather forecasts to precise drug delivery, from electrical engineering to cell biology and the very ......
Frequency Domain Methods in Recurrent Neural Networks for Sequential Data Processing
(2021-07-29)
Machine learning algorithms now make it possible for computers to solve problems, which were thought to be impossible to automize. Neural Speech processing, convolutional neural networks, and other recent advances are ......
Maschinelle Lernalgorithmen erlauben es, Programme zu entwickeln, die Probleme lösen, die noch vor Kurzem für Computer als unlösbar galten. Fortschritte in der neuronalen Sprachverarbeitung, schnelle Faltungsnetze, und ......
Maschinelle Lernalgorithmen erlauben es, Programme zu entwickeln, die Probleme lösen, die noch vor Kurzem für Computer als unlösbar galten. Fortschritte in der neuronalen Sprachverarbeitung, schnelle Faltungsnetze, und ......
Domain Adaptation for Image Recognition and Viewpoint Estimation
(2020-09-08)
Image-based recognition tasks require in their training phase large amounts of data to capture as much visual traits as possible. In many situations, however, the collection of image data implies a tedious effort or, even ...
In Silico Facets of Biochemical Research: Accounts from Protein Folding and Protein-Ligand Interaction Studies
(2020-09-04)
Exponential advancements in computer technology over the last five decades have ubiquitously benefited science and humanity as a whole. Consequent beneficiaries of this surge of computational power include all subfields ......
Algebraic, logical and stochastic reasoning for the automatic prediction of 3d building structures
(2021-01-26)
3D building models are nowadays an important prerequisite for many applications such as rescue management or navigation tasks. However, most approaches for the automatic reconstruction of buildings rely on high-resolution ...
Plant Classification Systems for Agricultural Robots
(2021-03-16)
Due to a continually growing world population, the demand for food and energy increases continuously. As a central source of food, feed, and energy, crop production is therefore called upon to produce higher yields. To ...
Foresighted Human-Aware Robot Navigation Based on Predicted Object-Interactions
(2020-11-02)
Since the beginning of the digital revolution robots have become an increasingly important part of modern live. Until recently, this trend was primarily observable in industrial robots, however, with the success of the ...
Exact Optimization Algorithms for the Aggregation of Spatial Data
(2020-12-16)
The aggregation of spatial data is a recurring problem in geoinformation science. Aggregating data means subsuming multiple pieces of information into a less complex representation. It is pursued for various reasons, like ...