Carlotta Schatten

According to our database, Carlotta Schatten authored at least 22 papers between 2012 and 2016.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Hybrid Matrix Factorization Update for Progress Modeling in Intelligent Tutoring Systems.

Carlotta Schatten, Lars Schmidt-Thieme

Proceedings of the Computers Supported Education - 8th International Conference, 2016

Student Progress Modeling with Skills Deficiency Aware Kalman Filters.

Carlotta Schatten, Lars Schmidt-Thieme

Proceedings of the CSEDU 2016, 2016

2015

A Transfer Learning Approach for Applying Matrix Factorization to Small ITS Datasets.

Lydia Voß, Carlotta Schatten, Claudia Mazziotti, Lars Schmidt-Thieme

Proceedings of the 8th International Conference on Educational Data Mining, 2015

How to Aggregate Multimodal Features for Perceived Task Difficulty Recognition in Intelligent Tutoring Systems.

Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme

Proceedings of the 8th International Conference on Educational Data Mining, 2015

Recognizing Perceived Task Difficulty from Speech and Pause Histograms.

Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme

Proceedings of the Workshops Proceedings of EDM 2015 8th International Conference on Educational Data Mining, 2015

Improving Automatic Affect Recognition on Low-Level Speech Features in Intelligent Tutoring Systems.

Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme

Proceedings of the Design for Teaching and Learning in a Networked World, 2015

Recognizing Perceived Task Difficulty from Speech, Pause Histograms.

Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme

Proceedings of the Workshops at the 17th International Conference on Artificial Intelligence in Education, 2015

Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS.

Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Local Feature Extractors Accelerating HNNP for Phoneme Recognition.

Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme

Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014

Automatic Subclasses Estimation for a Better Classification with HNNP.

Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

An SVM Plait for Improving Affect Recognition in Intelligent Tutoring Systems.

Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme, Gerhard Backfried, Norbert Pfannerer

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Minimal Invasive Integration of Learning Analytics Services in Intelligent Tutoring Systems.

Carlotta Schatten, Martin Wistuba, Lars Schmidt-Thieme, Sergio Gutiérrez Santos

Proceedings of the IEEE 14th International Conference on Advanced Learning Technologies, 2014

Matrix Factorization Feasibility for Sequencing and Adaptive Support in Intelligent Tutoring Systems.

Carlotta Schatten, Ruth Janning, Manolis Mavrikis, Lars Schmidt-Thieme

Proceedings of the 7th International Conference on Educational Data Mining, 2014

Multimodal Affect Recognition for Adaptive Intelligent Tutoring Systems.

Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme

Proceedings of the Workshops held at Educational Data Mining 2014, 2014

Feature Analysis for Affect Recognition Supporting Task Sequencing in Adaptive Intelligent Tutoring Systems.

Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme

Proceedings of the Open Learning and Teaching in Educational Communities, 2014

Adaptive Content Sequencing without Domain Information.

Carlotta Schatten, Lars Schmidt-Thieme

Proceedings of the CSEDU 2014, 2014

Vygotsky Based Sequencing Without Domain Information: A Matrix Factorization Approach.

Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme

Proceedings of the Computer Supported Education - 6th International Conference, 2014

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

HNNP - A Hybrid Neural Network Plait for Improving Image Classification with Additional Side Information.

Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

2012

Nested Sequential Minimal Optimization for Support Vector Machines.

Alessandro Ghio, Davide Anguita, Luca Oneto, Sandro Ridella, Carlotta Schatten

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

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

Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, 2012