| 2016 | CSEDU | Student Progress Modeling with Skills Deficiency Aware Kalman Filters. | Carlotta Schatten, Lars Schmidt-Thieme |
| 2016 | CSEDU | Hybrid Matrix Factorization Update for Progress Modeling in Intelligent Tutoring Systems. | Carlotta Schatten, Lars Schmidt-Thieme |
| 2015 | AAAI | Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS. | Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme |
| 2015 | AIED | Recognizing Perceived Task Difficulty from Speech, Pause Histograms. | Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme |
| 2015 | EDM | Recognizing Perceived Task Difficulty from Speech and Pause Histograms. | Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme |
| 2015 | EDM | How to Aggregate Multimodal Features for Perceived Task Difficulty Recognition in Intelligent Tutoring Systems. | Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme |
| 2015 | EDM | A Transfer Learning Approach for Applying Matrix Factorization to Small ITS Datasets. | Lydia Vo, Carlotta Schatten, Claudia Mazziotti, Lars Schmidt-Thieme |
| 2014 | CSEDU | Vygotsky Based Sequencing Without Domain Information: A Matrix Factorization Approach. | Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme |
| 2014 | CSEDU | Adaptive Content Sequencing without Domain Information. | Carlotta Schatten, Lars Schmidt-Thieme |
| 2014 | EDM | Multimodal Affect Recognition for Adaptive Intelligent Tutoring Systems. | Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme |
| 2014 | EDM | Matrix Factorization Feasibility for Sequencing and Adaptive Support in Intelligent Tutoring Systems. | Carlotta Schatten, Ruth Janning, Manolis Mavrikis, Lars Schmidt-Thieme |
| 2014 | ICALT | Minimal Invasive Integration of Learning Analytics Services in Intelligent Tutoring Systems. | Carlotta Schatten, Martin Wistuba, Lars Schmidt-Thieme, Sergio Gutirrez Santos |
| 2014 | ICTAI | An SVM Plait for Improving Affect Recognition in Intelligent Tutoring Systems. | Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme, Gerhard Backfried, Norbert Pfannerer |
| 2014 | ISMIS | Automatic Subclasses Estimation for a Better Classification with HNNP. | Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme |
| 2014 | KI | Local Feature Extractors Accelerating HNNP for Phoneme Recognition. | Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme |
| 2013 | ICTAI | HNNP - A Hybrid Neural Network Plait for Improving Image Classification with Additional Side Information. | Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme |
| 2012 | ICANN | Nested Sequential Minimal Optimization for Support Vector Machines. | Alessandro Ghio, Davide Anguita, Luca Oneto, Sandro Ridella, Carlotta Schatten |
| 2012 | ICALT | Exploiting Real-Time EEG Analysis for Assessing Flow in Games. | A. Plotnikov, N. Stakheika, Alessandro De Gloria, Carlotta Schatten, Francesco Bellotti, Riccardo Berta, C. Fiorini, Flavio Ansovini |