Florian Heinrichs

According to our database, Florian Heinrichs authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and Baselines.

Tiago Vasconcelos Afonso, Florian Heinrichs

CoRR, April, 2025

Consumer-grade EEG-based Eye Tracking.

Tiago Vasconcelos Afonso, Florian Heinrichs

CoRR, March, 2025

Real-Time EEG-Based BCI for Self-Paced Motor Imagery and Motor Execution Using Functional Neural Networks.

Mavin Heim, Florian Heinrichs, Michael Hueppe, Fran Nunez, Alexander Szameitat, Muriel Reuter, Stefan M. Goetz, Corinna Weber

IEEE Access, 2025

2024

OML-AD: Online Machine Learning for Anomaly Detection in Time Series Data.

Sebastian Wette, Florian Heinrichs

CoRR, 2024

GT-PCA: Effective and Interpretable Dimensionality Reduction with General Transform-Invariant Principal Component Analysis.

Florian Heinrichs

CoRR, 2024

Detecting 5G Narrowband Jammers with CNN, k-nearest Neighbors, and Support Vector Machines.

Matteo Varotto, Florian Heinrichs, Timo Schuerg, Stefano Tomasin, Stefan Valentin

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2024

2023

Monitoring Machine Learning Models: Online Detection of Relevant Deviations.

Florian Heinrichs

CoRR, 2023

Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification.

Florian Heinrichs, Mavin Heim, Corinna Weber

Proceedings of the International Conference on Machine Learning, 2023