The Faculty of Mathematics and Natural Sciences: Search
Now showing items 11-20 of 26
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 ...
Deep Learning Methods for Semantic Parsing and Question Answering over Knowledge Graphs
(2022-05-20)
Recently, the advances in deep learning have lead to a surge in research on semantic parsing and question answering over knowledge graphs (KGQA). Significant improvements in these fields and in natural language processing ...
Semantic Digital Twins in the Industrial Internet of Things
(2022-06-20)
The seamless connection of control devices, physical assets, and IT systems through internet-based networks is one of the current megatrends. Especially the manufacturing industry experiences disruptive changes in how ...
Temporal Graph Algorithms
(2022-07-21)
Temporal graphs are often good models for real-life scenarios due to the inherently dynamic nature of most real-world activities and processes. A significant difference between conventional static and temporal graphs is ......
Maximizing Information from User-Clicks for Efficient Instance Segmentation in Images
(2022-08-29)
Interactive instance segmentation allows users to select and obtain accurate pixel-level masks for objects of interest by providing inputs such as clicks, scribbles, or bounding boxes. It has always been a problem of ...
Robust Speech Recognition via Adaptation for German Oral History Interviews
(2022-10-20)
Automatic speech recognition systems often achieve remarkable performance when trained on thousands of hours of manually annotated and time-aligned speech. However, when applied in other conditions and domains than they ...
From Quantification of Activity Landscape Topographies to Activity Cliff Analysis: Image Analysis from a Chemical Informatics Perspective
(2022-10-04)
Machine learning or multivariate statistical modeling is frequently applied in the chemical informatics domain to analyze the relationships between molecular structures and their target activities/properties. Structure-activity ...
How to Conduct Security Studies with Software Developers
(2022-07-13)
As our everyday life depends on software and its security, studies with software developers become ever more important. Motivated by multiple security breaches caused by issues during software development, more studies ...
Conversational Question Answering over Knowledge Graphs with Answer Verbalization
(2022-12-05)
In recent years, publicly available knowledge graphs (KG) have been broadly adopted as a source of knowledge in several tasks such as entity linking, relation extraction, and question answering. Question answering (QA) ...
Extracting and Exploiting Structure in Point Clouds for Editing and Interpolation
(2022-12-22)
Modern movies and computer games employ rich virtual environments to offer the consumer an immersive experience. Digital models are often easier and more cost-efficient to create than acquiring
real-world film footage ...