This page was translated automatically using artificial intelligence (DeepL). The German version is binding. More information about automatic translation

Publications

T. Davies, A. Engelsberger, M. Psenickova, T. Villmann

Diminishing Returns - Data Integer Quantization and its Effects on Training Dynamics of Distance Based Classifiers

P. 393 – 398
21692 konferenzpaper
M. Lange-Geisler, K. Dohmen, T. Villmann

Domination Reliability Analysis Based on Graph Features Using Generalized Matrix LVQ

P. 691 – 696
21690 konferenzpaper
M. Kaden, J. Voigt, S. Saralajew, T. Villmann

Enforcing Feature Sparseness for Reliable Classification by Prototype-Based Models

Presented on: ESANN 2026, 2026
21694 konferenzpaper
M. Kaden, M. Karimi, S. Panda, T. Pfaff, T. Villmann

Evaluation of Rashomon Sets for the Determination of Stable and Plausible Model Explanations

P. 145 – 150
21691 konferenzpaper
J. Voigt, J. Voigt, J. Voigt, M. Kaden, R. Schubert, L. Reuss, A. Engelsberger, S. Lövdal, E. van den Brandhof, M. Biehl, T. Villmann

FA(IR)2MA-GLVQ – A hidden-feature-bias mitigation approach for fairness in classification learning based on generalized matrix learning vector quantization

Appeared in: Neurocomputing, 2026, P. 133200
21632 journalartikel
F. Zaussinger, D. Fabbian, D. Krüger, L. Gizon

Swaying oscillations in Rayleigh-Bénard convection cast new light on solar convection

Appeared in: Astronomy & Astrophysics 704 (2025), P. L2
21498 journalartikel
D. Staps, M. Kaden, F. Zaussinger, J. Auth, T. Villmann

Compression of Particle Images for Inspection of Microgravity Experiments by Means of a Symmetric Structural Auto-Encoder

Appeared in: 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2023
20965 konferenzpaper
P. Szabo, Y. Gaillard, F. Zaussinger, C. Egbers

Thermo‐electrohydrodynamic convection in a differentially heated shell with electric central force field

Appeared in: Proceedings in Applied Mathematics and Mechanics (PAMM) 23 (2023), P. e202200121
21364 journalartikel
P. Haun, F. Zaussinger, P. Szabo, C. Egbers

AtmoFlow - Investigating planetary fluid flow on the International Space Station

Appeared in: EGU General Assembly 2021, 2021
14627 konferenzpaper
F. Zaussinger, P. Haun, P. Szabo, C. Egbers

Heat transport in turbulent electro-hydrodynamics

Appeared in: EGU General Assembly 2021, 2021
14833 konferenzpaper
C. Schröder, R. Böhm, A. Lampe

Comparison of Autoscaling Frameworks for Containerised Machine-Learning-Applications in a Local and Cloud Environment

Presented on: 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI), 2024
21031 konferenzpaper
M. Ritter, N. Hentschel, T. Kaminsky, M. Vodel, A. Sieber, M. Marasas, R. Beier-Grunwald, C. Roschke, I. Heinze, A. Lampe

Raspberry Pi Controller for Remote Laboratory Hardware Access

Presented on: The Sixteenth International Conference on Mobile, Hybrid, and On-line Learning - eLmL 2024, 2024
21015 konferenzpaper
A. Lampe, C. Scholz, C. König, D. Beger, E. Weinhold, F. Matthes, K. Hallmann, M. Ritter, M. Achilles, M. Schweizer, R. Beier-Grunwald, C. Roschke, M. Vodel

Enhancing Digital Learning: A User Management and Access System for Remote Laboratories

Presented on: The Fifteenth International Conference on Mobile, Hybrid, and On-line Learning - eLmL 2023, 2023
20861 konferenzpaper
D. Staps, R. Schubert, M. Kaden, A. Lampe, W. Hermann, T. Villmann

Prototype-based One-Class-Classification Learning Using Local Representations

Appeared in: 2022 International Joint Conference on Neural Networks (IJCNN), 2022
15833 konferenzpaper
J. Schulte, D. Staps, A. Lampe

A feasibility study of deep neural networks for the recognition of banknotes regarding central bank requirements

Appeared in: arXiv, 2019
20930 konferenzpaper