Teachers' Perception in the Classroom. - Ömer Sümer; Patricia Goldberg; Kathleen Stürmer; Tina Seidel; Peter Gerjets; Ulrich Trautwein; Enkelejda Kasneci (CVPR Workshops, 2018)

Teacher's Perception in the Classroom. - Ömer Sümer; Patricia Goldberg; Kathleen Stürmer; Tina Seidel; Peter Gerjets; Ulrich Trautwein; Enkelejda Kasneci (CoRR, 2018)

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 Brüggemann-Klein; Anne Nyokabi (ECSA Companion, 2020)

Automated Hand-Raising Detection in Classroom Videos: A View-Invariant and Occlusion-Robust Machine Learning Approach. - Babette Bühler; Ruikun Hou; Efe Bozkir; Patricia Goldberg; Peter Gerjets; Ulrich Trautwein; Enkelejda Kasneci (AIED, 2023)

Detecting Teacher Expertise in an Immersive VR Classroom: Leveraging Fused Sensor Data with Explainable Machine Learning Models. - Hong Gao 008; Efe Bozkir; Philipp Stark; Patricia Goldberg; Gerrit Meixner; Enkelejda Kasneci; Richard Göllner (ISMAR, 2023)

Multimodal Engagement Analysis From Facial Videos in the Classroom. - Ömer Sümer; Patricia Goldberg; Sidney D'Mello; Peter Gerjets; Ulrich Trautwein; Enkelejda Kasneci (IEEE Trans. Affect. Comput., 2023)

Detecting Aware and Unaware Mind Wandering During Lecture Viewing: A Multimodal Machine Learning Approach Using Eye Tracking, Facial Videos and Physiological Data. - Babette Bühler; Efe Bozkir; Hannah Deininger; Patricia Goldberg; Peter Gerjets; Ulrich Trautwein; Enkelejda Kasneci (ICMI, 2024)

From the Lab to the Wild: Examining Generalizability of Video-based Mind Wandering Detection. - Babette Bühler; Efe Bozkir; Patricia Goldberg; Ömer Sümer; Sidney D'Mello; Peter Gerjets; Ulrich Trautwein; Enkelejda Kasneci (Int. J. Artif. Intell. Educ., 2025)