Christoph Segler, M.Sc.

christoph.segler(at)bmwgroup.com

BMW Group

Curriculum Vitae

(2016 - 2021) Ph.D. Candidate
BMW Group - Research, New Technologies, Innovations - Team for AI, Robotics, Cognitive Systems
(2014 - 2016) Master in Mechatronics and Information Technology
Technische Universität München (TUM)
(2010 - 2014) Bachelor in Mechanical Engineering
Technische Universität München (TUM)

Research Interests

Machine Learning in Automotive E/E-Architectures
Data Preprocessing in Data Mining
Online Feature Selection
Context Aware Systems

Projects

OSBORNE: Machine Learning in Automotive E/E-Architectures (running BMW project)

Service Activities

Local Organizing Committee Member of IEEE International Conference on Cyborg and Bionic Systems (CBS 2019)
Organizer of 1st International Workshop on "Data Driven Intelligent Vehicle Applications" (DDIVA 2019)
@ 30th IEEE Intelligent Vehicles Symposium (IV 2019)
Organizer of 2nd International Workshop on "Data Driven Intelligent Vehicle Applications" (DDIVA 2020) @ 31th IEEE Intelligent Vehicles Symposium (IV 2020)
Co-Organizer of Workshop on "Machines with Emotions"
@ IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019)

Publications

2020

Stefan Kugele, Christoph Segler, and Thomas Hubregtsen: Architectural Patterns for Cross-Domain Personalised Automotive Functions. IEEE International Conference on Software Architecture (ICSA 2020), 2020 more… BibTeX Full text ( DOI )
Thomas Hubregtsen, Christoph Segler, Josef Pichlmeier, Aritra Sarkar, Thomas Gabor, Koen Bertels: Integration and Evaluation of Quantum Accelerators for Data-Driven User Functions. 21st International Symposium on Quality Electronic Design (ISQED 2020), 2020 more… BibTeX Full text ( DOI )

2019

Christoph Segler, Stefan Kugele, Alois Knoll: Context Discovery for Personalised Automotive Functions. IEEE 22nd Intelligent Transportation Systems Conference (ITSC), 2019 more… BibTeX Full text ( DOI ) Full text (mediaTUM)
Christoph Segler, Stefan Kugele, Philipp Obergfell, Mohd Hafeez Osman, Sina Shafaei, Eric Sax, Alois Knoll: Evaluation of feature selection for anomaly detection in automotive E/E architectures. 41st International Conference on Software Engineering: Companion Proceedings, 2019 more… BibTeX Full text ( DOI ) Full text (mediaTUM)
Ilias Gerostathopoulos, Stefan Kugele, Christoph Segler, Tomas Bures, Alois Knoll: Automated Trainability Evaluation for Smart Software Functions. IEEE/ACM 34th International Conference on Automated Software Engineering (ASE), 2019 more… BibTeX Full text ( DOI ) Full text (mediaTUM)
Lukas Heinzmann, Sina Shafaei, Mohd Hafeez Osman, Christoph Segler and Alois Knoll: A Framework for Safety Violation Identification and Assessment in Autonomous Driving. AISafety 2019 (The IJCAI-19 Workshop on Artificial Intelligence Safety), 2019 more… BibTeX Full text (mediaTUM)
Obergfell, Philipp; Kugele, Stefan; Segler, Christoph; Knoll, Alois; Sax, Eric: Continuous Software Engineering of Innovative Automotive Functions: An Industrial Perspective. 2019 IEEE International Conference on Software Architecture Companion (ICSA-C), IEEE, 2019 more… BibTeX Full text ( DOI ) Full text (mediaTUM)
Segler, Christoph; Kugele, Stefan; Obergfell, Philipp; Osman, Mohd Hafeez; Shafaei, Sina; Sax, Eric; Knoll, Alois: Anomaly Detection for Advanced Driver Assistance Systems Using Online Feature Selection. 2019 IEEE Intelligent Vehicles Symposium, 2019 more… BibTeX Full text ( DOI ) Full text (mediaTUM)

2018

Christoph Segler, Sina Shafaei: Verfahren, Vorrichtung, Computerprogramm und Computerprogrammprodukt zur Datenbearbeitung für ein Fahrzeug. Patent Application DE 10 2018 202 348 A1, 2018 more… BibTeX
Obergfell, Philipp; Segler, Christoph; Sax, Eric; Knoll, Alois: Synchronization between Run-Time and Design-Time View of Context-Aware Automotive System Architectures. 2018 IEEE International Systems Engineering Symposium (ISSE), IEEE, 2018 more… BibTeX Full text ( DOI ) Full text (mediaTUM)
Philipp Obergfell, Christoph Segler: Method Indicating Unexpected Behaviour and Vehicle, System, and Storage Medium Comprising the Same. Patent Application WO 2020/020437, 2018 more… BibTeX

2017

Stefan Kugele, Vadim Cebotari, Mario Gleirscher, Morteza Hashemi Farzaneh, Christoph Segler, Sina Shafaei, Hans-Joerg Voegel, Fridolin Bauer, Alois Knoll, Diego Marmsoler, and Hans-Ulrich Michel: Research challenges for a future-proof e/e architecture - a project statement. 15. Workshop Automotive Software Engineering, 2017 more… BibTeX Full text ( DOI ) Full text (mediaTUM)

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