33 citations · 74 across the 9 of their papers we have counts for
9 papers
Validation of AI-Based 3D Human Pose Estimation in a Cyber-Physical Environment
Lisa Marie Otto, Michael Kaiser, Daniel Seebacher +1
Ensuring safe and realistic interactions between automated driving systems and vulnerable road users (VRUs) in urban environments requires advanced testing methodologies. This pape…
TS-MULE: Local Interpretable Model-Agnostic Explanations for Time Series Forecast Models
Udo Schlegel, Duy Vo Lam, Daniel A. Keim +1
Time series forecasting is a demanding task ranging from weather to failure forecasting with black-box models achieving state-of-the-art performances. However, understanding and de…
Towards a Survey on Static and Dynamic Hypergraph Visualizations
Maximilian T. Fischer, Alexander Frings, Daniel A. Keim +1
Leveraging hypergraph structures to model advanced processes has gained much attention over the last few years in many areas, ranging from protein-interaction in computational biol…
CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling
Maximilian T. Fischer, Daniel Seebacher, Rita Sevastjanova +2
Communication consists of both meta-information as well as content. Currently, the automated analysis of such data often focuses either on the network aspects via social network an…
Communication Analysis through Visual Analytics: Current Practices, Challenges, and New Frontiers
Maximilian T. Fischer, Frederik L. Dennig, Daniel Seebacher +2
The automated analysis of digital human communication data often focuses on specific aspects such as content or network structure in isolation. This can provide limited perspective…
Visual Analytics of Conversational Dynamics
Daniel Seebacher, Maximilian T. Fischer, Rita Sevastjanova +2
Large-scale interaction networks of human communication are often modeled as complex graph structures, obscuring temporal patterns within individual conversations. To facilitate th…
MultiSegVA: Using Visual Analytics to Segment Biologging Time Series on Multiple Scales
Philipp Meschenmoser, Juri F. Buchmüller, Daniel Seebacher +2
Segmenting biologging time series of animals on multiple temporal scales is an essential step that requires complex techniques with careful parameterization and possibly cross-doma…
Visual Analytics for Temporal Hypergraph Model Exploration
Maximilian T. Fischer, Devanshu Arya, Dirk Streeb +3
Many processes, from gene interaction in biology to computer networks to social media, can be modeled more precisely as temporal hypergraphs than by regular graphs. This is because…
Visual Analysis of Spatio-Temporal Event Predictions: Investigating the Spread Dynamics of Invasive Species
Daniel Seebacher, Johannes Häußler, Michael Hundt +4
Invasive species are a major cause of ecological damage and commercial losses. A current problem spreading in North America and Europe is the vinegar fly Drosophila suzukii. Unlike…