M. Sc. Luca Seidel

Curriculum Vitae

Research associate at ITIV since February 2023
Master studies in Electrical Engineering and Information Technology with specialization in Systems Engineering at KIT
- Graduation in November 2022
- Master thesis (ITIV): "Conceptual design and evaluation of a machine learning based relative position determination for platooning vehicles".
Bachelor studies in electrical engineering and information technology at KIT
- Graduation in July 2020
- Bachelor thesis (ITIV): "Conceptual design and evaluation of a user-friendly Knowledge Discovery in Databases process toolbox".

Teaching

Supervision of the Software Engineering internship(https://www.itiv.kit.edu/60_6075.php)

Student work
Titel	Typ
Development of a microphone array-based system for acoustic localization of signal sources for animal monitoring	Bachelorarbeit
Benchmarking uni- and multivariate machine learning based classification of time series	Bachelorarbeit

HiWi positions
Title
Development of a testbench for testing and evaluation of perception algorithms
Collaboration on the implementation of automated driving

Publications

2024

Journal Articles

Hybrid Anomaly Detection in Time Series by Combining Kalman Filters and Machine Learning Models
Puder, A.; Zink, M.; Seidel, L.; Sax, E.
2024. Sensors, 24 (9), Art.-Nr.: 2895. doi:10.3390/s24092895

Conference Papers

Exploring Metamorphic Testing for Self-learning Functions with User Interactions
Stang, M.; Seidel, L.; Vučinić, V.; Sax, E.
2024. Human Interaction and Emerging Technologies (IHIET 2024), 195–206, AHFE International. doi:10.54941/ahfe1004569

USID - Unsupervised Identification of the Driver for Vehicle Comfort Functions
Vučinić, V.; Seidel, L.; Stang, M.; Sax, E.
2024. Human Interaction and Emerging Technologies (IHIET-AI 2024): Artificial Intelligence and Future Applications, 142–152, AHFE International. doi:10.54941/ahfe1004564

2020

Conference Papers

Intuitive Time-Series-Analysis-Toolbox for Inexperienced Data Scientists
Pistorius, F.; Baumann, D.; Seidel, L.; Sax, E.
2020. 2020 International Conference on Computational Science and Computational Intelligence (CSCI) : 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020, Las Vegas, 16 December 2020 - 18 December 2020, 401–406. doi:10.1109/CSCI51800.2020.00075