Jens Gebele

Research Assistent Focus Data Analytics & Artificial Intelligence

Phone: +49 731 /9762-1254

Further information

Gebele, Jens and Vetter, Anne and Brune, Philipp and Schwab, Frank and von Mammen, Sebastian (2025) Exploring Neuro-Symbolic AI for Facial Emotion Recognition. (opens in a new window) In: (Proceedings of the) 1st International Workshop on Advanced Neuro-Symbolic Applications co-located with the 28th European Conference on Artificial Intelligence (ECAI 2025), October, 26, 2025, Bologna, Italy, pp. 54-61. (CEUR workshop proceedings; 4125).
Gebele, Jens and Lorch, Selina and Brune, Philipp and von Mammen, Sebastian and Schwab, Frank (2025) Do AI and Humans Look at Emotions the Same Way? A Study Using Explainable AI. (opens in a new window) In: 10th Conference of the Consortium of European Research on Emotion (CERE), July, 16-18, 2025, Grenoble, France.
Gebele, Jens and Brune, Philipp and Schwab, Frank and von Mammen, Sebastian (2025) Assessing Sequential Databases for Spontaneous and Posed Facial Expression Recognition. (opens in a new window) In: (Proceedings of the) 58th Hawaii International Conference on System Sciences (HICSS), January, 7-10, 2025, Waikoloa, HI, USA.
Lorch, Selina and Gebele, Jens and Brune, Philipp (2025) Towards Trustworthy AI: Evaluating SHAP and LIME for Facial Emotion Recognition. (opens in a new window) In: (Proceedings of the) 58th Hawaii International Conference on System Sciences (HICSS), January, 7-10, 2025, Waikoloa, HI, USA, pp. 7534-7543.

Gebele, Jens and Brune, Philipp and Schwab, Frank and von Mammen, Sebastian (2024) Interpreting Emotions Through the Grad-CAM Lens: Insights and Implications in CNN-Based Facial Emotion Recognition. (opens in a new window) In: (Proceedings of the) 27th International Conference, ICPR "Pattern Recognition" ; Part XIII, December 1–5, 2024, Kolkata, India, pp. 414-429. (Lecture Notes in Computer Science; 15313). ISBN 9783031782015
Gebele, Jens and Brune, Philipp and von Mammen, Sebastian and Schwab, Frank (2024) Beyond Deep Learning: Integrating Neuro-Symbolic AI for Enhanced Analysis of Facial Behavior of Emotions. (opens in a new window) In: Conference of the International Society for Research on Emotion (ISRE2024), July, 17-20, 2024, Belfast, Northern Ireland.
Dreher, Sarah and Gebele, Jens and Brune, Philipp (2024) Applying Transfer Testing to Identify Annotation Discrepancies in Facial Emotion Data Sets. (opens in a new window) In: (Proceedings of the) 9th International Conference Mobile, Secure, and Programmable Networking (MSPN), October 26–27, 2023, Paris, France, pp. 157-174. (Lecture Notes in Computer Science; 14482). ISBN 9783031524264

Gebele, Jens and Brune, Philipp and Faußer, Stefan A. (2022) Face Value: On the Impact of Annotation (In-)Consistencies and Label Ambiguity in Facial Data on Emotion Recognition. (opens in a new window) In: (Proceedings of the) 26th International Conference on Pattern Recognition (ICPR), August, 21-25, 2022, Montreal, QC, Canada, pp. 2597-2604. ISBN 9781665490627