Modeling Engagement Dynamics in Spelling Learning. - Gian-Marco Baschera; Alberto Giovanni Busetto; Severin Klingler; Joachim M. Buhmann; Markus H. Gross (AIED, 2011)

Towards a Framework for Modelling Engagement Dynamics in Multiple Learning Domains. - Tanja Käser; Gian-Marco Baschera; Alberto Giovanni Busetto; Severin Klingler; Barbara Solenthaler; Joachim M. Buhmann; Markus H. Gross (Int. J. Artif. Intell. Educ., 2013)

Beyond Knowledge Tracing: Modeling Skill Topologies with Bayesian Networks. - Tanja Käser; Severin Klingler; Alexander G. Schwing; Markus H. Gross (Intelligent Tutoring Systems, 2014)

HeapCraft: Quantifying and Predicting Collaboration in Minecraft. - Stephan Müller 002; Seth Frey; Mubbasir Kapadia; Severin Klingler; Richard P. Mann; Barbara Solenthaler; Robert W. Sumner; Markus H. Gross (AIIDE, 2015)

On the Performance Characteristics of Latent-Factor and Knowledge Tracing Models. - Severin Klingler; Tanja Käser; Barbara Solenthaler; Markus H. Gross (EDM, 2015)

Statistical Analysis of Player Behavior in Minecraft. - Stephan Müller 002; Mubbasir Kapadia; Seth Frey; Severin Klingler; Richard P. Mann; Barbara Solenthaler; Robert W. Sumner; Markus H. Gross (FDG, 2015)

HeapCraft: Understanding and Improving Player Collaboration in Minecraft. - Stephan Müller 002; Mubbasir Kapadia; Seth Frey; Severin Klingler; Richard P. Mann; Barbara Solenthaler; Robert W. Sumner; Markus H. Gross (FDG, 2015)

Enhancing Robot Programming with Visual Feedback and Augmented Reality. - Stéphane Magnenat; Mordechai Ben-Ari; Severin Klingler; Robert W. Sumner (ITiCSE, 2015)

HeapCraft: interactive data exploration and visualization tools for understanding and influencing player behavior in Minecraft. - Stephan Müller 002; Barbara Solenthaler; Mubbasir Kapadia; Seth Frey; Severin Klingler; Richard P. Mann; Robert W. Sumner; Markus H. Gross (MIG, 2015)

Temporally Coherent Clustering of Student Data. - Severin Klingler; Tanja Käser; Barbara Solenthaler; Markus H. Gross (EDM, 2016)

Stealth Assessment in ITS - A Study for Developmental Dyscalculia. - Severin Klingler; Tanja Käser; Alberto Giovanni Busetto; Barbara Solenthaler; Juliane Kohn; Michael von Aster; Markus H. Gross (ITS, 2016)

When to stop?: towards universal instructional policies. - Tanja Käser; Severin Klingler; Markus H. Gross (LAK, 2016)

Efficient Feature Embeddings for Student Classification with Variational Auto-encoders. - Severin Klingler; Rafael Wampfler; Tanja Käser; Barbara Solenthaler; Markus H. Gross (EDM, 2017)

Improved Mobile Robot Programming Performance through Real-time Program Assessment. - Rémy Siegfried; Severin Klingler; Markus H. Gross; Robert W. Sumner; Francesco Mondada; Stéphane Magnenat (ITiCSE, 2017)

Dynamic Bayesian Networks for Student Modeling. - Tanja Käser; Severin Klingler; Alexander G. Schwing; Markus H. Gross (IEEE Trans. Learn. Technol., 2017)

Sensor-free learner models for trait discovery and identification in intelligent tutoring systems. - Severin Klingler (2017)

Ten Years of Research on Intelligent Educational Games for Learning Spelling and Mathematics. - Barbara Solenthaler; Severin Klingler; Tanja Käser; Markus H. Gross (CoRR, 2018)

Affective State Prediction in a Mobile Setting using Wearable Biometric Sensors and Stylus. - Rafael Wampfler; Severin Klingler; Barbara Solenthaler; Victor R. Schinazi; Markus Gross 001 (EDM, 2019)

Affective State Prediction Based on Semi-Supervised Learning from Smartphone Touch Data. - Rafael Wampfler; Severin Klingler; Barbara Solenthaler; Victor R. Schinazi; Markus Gross 001 (CHI, 2020)

Simplifying the Process of Creating Augmented Outdoor Scenes. - Ribin Chalumattu; Simone Schaub-Meyer; Robin Wiethüchter; Severin Klingler; Markus Gross 001 (ICME Workshops, 2020)

Horizontal Cross-Silo Federated Recommender Systems. - Saikishore Kalloori; Severin Klingler (RecSys, 2021)

A Practical Federated Learning Framework for Small Number of Stakeholders. - Christian Schneebeli; Saikishore Kalloori; Severin Klingler (WSDM, 2021)

Affective State Prediction from Smartphone Touch and Sensor Data in the Wild. - Rafael Wampfler; Severin Klingler; Barbara Solenthaler; Victor R. Schinazi; Markus Gross 001; Christian Holz 001 (CHI, 2022)

Cross-silo federated learning based decision trees. - Saikishore Kalloori; Severin Klingler (SAC, 2022)

A Retrieval System for Images and Videos based on Aesthetic Assessment of Visuals. - Daniel Vera Nieto; Saikishore Kalloori; Fabio Zund; Clara Fernandez-Labrador; Marc Willhaus; Severin Klingler; Markus Gross 001 (SIGIR, 2023)