| 2024 | ICMI | Detecting Aware and Unaware Mind Wandering During Lecture Viewing: A Multimodal Machine Learning Approach Using Eye Tracking, Facial Videos and Physiological Data. | Babette Bhler, Efe Bozkir, Hannah Deininger, Patricia Goldberg, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci |
| 2023 | AIED | Automated Hand-Raising Detection in Classroom Videos: A View-Invariant and Occlusion-Robust Machine Learning Approach. | Babette Bhler, Ruikun Hou, Efe Bozkir, Patricia Goldberg, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci |
| 2023 | ISMAR | Detecting Teacher Expertise in an Immersive VR Classroom: Leveraging Fused Sensor Data with Explainable Machine Learning Models. | Hong Gao, Efe Bozkir, Philipp Stark, Patricia Goldberg, Gerrit Meixner, Enkelejda Kasneci, Richard Gllner |
| 2020 | ECSA | Mining Gender Bias: A Preliminary Study on Implicit Biases and Gender Identity in the Department of Computer Science at the Technical University of Munich. | Ana Petrovska, Patricia Goldberg, Anne Brggemann-Klein, Anne Nyokabi |
| 2018 | CVPR | Teachers' Perception in the Classroom. | mer Smer, Patricia Goldberg, Kathleen Strmer, Tina Seidel, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci |