Christoph Segler, M.Sc.

christoph.segler(at)bmwgroup.com

BMW Group
Research, New Technologies, Innovations
AI, Robotics, Cognitive Systems 

Phone: +49.89.382.59679

Address: BMW Group, Forschungs- und Technologiehaus, Parkring 19, 85748 Garching

 

 


Curriculum Vitae

  • (2016 - Now) 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)
  • Co-Organizer of Workshop on "Machines with Emotions"
    @ IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019)

Publications

2019

  • Christoph Segler, Stefan Kugele, Alois Knoll: Context Discovery for Personalised Automotive Functions. IEEE 22nd Intelligent Transportation Systems Conference (ITSC), 2019accepted mehr… BibTeX
  • 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 mehr… BibTeX
  • 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), 2019accepted mehr… BibTeX
  • 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 mehr… BibTeX
  • 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 mehr… BibTeX Volltext ( DOI )
  • 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 mehr… BibTeX

2018

  • Christoph Segler, Sina Shafaei: Verfahren, Vorrichtung, Computerprogramm und Computerprogrammprodukt zur Datenbearbeitung für ein Fahrzeug. Patent Application DE 10 2018 202 348, 2018 mehr… 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 mehr… BibTeX Volltext ( DOI )

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 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)