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 (ICALT, 2012)

Nested Sequential Minimal Optimization for Support Vector Machines. - Alessandro Ghio; Davide Anguita; Luca Oneto; Sandro Ridella; Carlotta Schatten (ICANN (2), 2012)

HNNP - A Hybrid Neural Network Plait for Improving Image Classification with Additional Side Information. - Ruth Janning; Carlotta Schatten; Lars Schmidt-Thieme (ICTAI, 2013)

Electroencephalogram and Physiological Signal Analysis for Assessing Flow in Games. - Riccardo Berta; Francesco Bellotti; Alessandro De Gloria; Danu Pranantha; Carlotta Schatten (IEEE Trans. Comput. Intell. AI Games, 2013)

Vygotsky Based Sequencing Without Domain Information: A Matrix Factorization Approach. - Carlotta Schatten; Ruth Janning; Lars Schmidt-Thieme (CSEDU (Selected Papers), 2014)

Adaptive Content Sequencing without Domain Information. - Carlotta Schatten; Lars Schmidt-Thieme (CSEDU (1), 2014)

Feature Analysis for Affect Recognition Supporting Task Sequencing in Adaptive Intelligent Tutoring Systems. - Ruth Janning; Carlotta Schatten; Lars Schmidt-Thieme (EC-TEL, 2014)

Multimodal Affect Recognition for Adaptive Intelligent Tutoring Systems. - Ruth Janning; Carlotta Schatten; Lars Schmidt-Thieme (EDM (Workshops), 2014)

Matrix Factorization Feasibility for Sequencing and Adaptive Support in Intelligent Tutoring Systems. - Carlotta Schatten; Ruth Janning; Manolis Mavrikis; Lars Schmidt-Thieme (EDM, 2014)

Minimal Invasive Integration of Learning Analytics Services in Intelligent Tutoring Systems. - Carlotta Schatten; Martin Wistuba; Lars Schmidt-Thieme; Sergio Gutiérrez Santos (ICALT, 2014)

An SVM Plait for Improving Affect Recognition in Intelligent Tutoring Systems. - Ruth Janning; Carlotta Schatten; Lars Schmidt-Thieme; Gerhard Backfried; Norbert Pfannerer (ICTAI, 2014)

Automatic Subclasses Estimation for a Better Classification with HNNP. - Ruth Janning; Carlotta Schatten; Lars Schmidt-Thieme (ISMIS, 2014)

Local Feature Extractors Accelerating HNNP for Phoneme Recognition. - Ruth Janning; Carlotta Schatten; Lars Schmidt-Thieme (KI, 2014)

Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS. - Carlotta Schatten; Ruth Janning; Lars Schmidt-Thieme (AAAI, 2015)

Recognizing Perceived Task Difficulty from Speech, Pause Histograms. - Ruth Janning; Carlotta Schatten; Lars Schmidt-Thieme (AIED Workshops, 2015)

Improving Automatic Affect Recognition on Low-Level Speech Features in Intelligent Tutoring Systems. - Ruth Janning; Carlotta Schatten; Lars Schmidt-Thieme (EC-TEL, 2015)

Recognizing Perceived Task Difficulty from Speech and Pause Histograms. - Ruth Janning; Carlotta Schatten; Lars Schmidt-Thieme (EDM (Workshops), 2015)

How to Aggregate Multimodal Features for Perceived Task Difficulty Recognition in Intelligent Tutoring Systems. - Ruth Janning; Carlotta Schatten; Lars Schmidt-Thieme (EDM, 2015)

A Transfer Learning Approach for Applying Matrix Factorization to Small ITS Datasets. - Lydia Voß; Carlotta Schatten; Claudia Mazziotti; Lars Schmidt-Thieme (EDM, 2015)

Student Progress Modeling with Skills Deficiency Aware Kalman Filters. - Carlotta Schatten; Lars Schmidt-Thieme (CSEDU (1), 2016)

Hybrid Matrix Factorization Update for Progress Modeling in Intelligent Tutoring Systems. - Carlotta Schatten; Lars Schmidt-Thieme (CSEDU (Selected Papers), 2016)

Perceived Task-Difficulty Recognition from Log-file Information for the Use in Adaptive Intelligent Tutoring Systems. - Ruth Janning; Carlotta Schatten; Lars Schmidt-Thieme (Int. J. Artif. Intell. Educ., 2016)