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Jakub Kuzilek
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Year
Open university learning analytics dataset
J Kuzilek, M Hlosta, Z Zdrahal
Scientific data 4 (1), 1-8, 2017
4072017
OU Analyse: analysing at-risk students at The Open University
J Kuzilek, M Hlosta, D Herrmannova, Z Zdrahal, J Vaclavek, A Wolff
Learning Analytics Review, 1-16, 2015
1952015
Developing predictive models for early detection of at-risk students on distance learning modules
A Wolff, Z Zdrahal, D Herrmannova, J Kuzilek, M Hlosta
1042014
Data driven approach to ECG signal quality assessment using multistep SVM classification
J Kužílek, M Huptych, V Chudáček, J Spilka, L Lhotská
2011 Computing in Cardiology, 453-455, 2011
532011
Independent component analysis and decision trees for ECG holter recording de-noising
J Kuzilek, V Kremen, F Soucek, L Lhotska
PLoS One 9 (6), e98450, 2014
422014
Investigating students' use of self‐assessments in higher education using learning analytics
D Ifenthaler, C Schumacher, J Kuzilek
Journal of Computer Assisted Learning 39 (1), 255-268, 2023
382023
Simple scoring system for ECG quality assessment on android platform
V Chudáček, L Zach, J Kužílek, J Spilka, L Lhotská
2011 Computing in Cardiology, 449-451, 2011
372011
Modelling student online behaviour in a virtual learning environment
M Hlosta, D Herrmannova, L Vachova, J Kuzilek, Z Zdrahal, A Wolff
arXiv preprint arXiv:1811.06369, 2018
332018
Data literacy for learning analytics
A Wolff, J Moore, Z Zdrahal, M Hlosta, J Kuzilek
Proceedings of the sixth international conference on learning analytics …, 2016
322016
Binary social impact theory based optimization and its applications in pattern recognition
M Macaš, AP Bhondekar, R Kumar, R Kaur, J Kuzilek, V Gerla, L Lhotská, ...
Neurocomputing 132, 85-96, 2014
292014
Student success prediction using student exam behaviour
J Kuzilek, Z Zdrahal, V Fuglik
Future Generation Computer Systems 125, 661-671, 2021
262021
Electrocardiogram beat detection enhancement using Independent Component Analysis
J Kuzilek, L Lhotska
Medical Engineering & Physics 35 (6), 704-711, 2013
262013
Student drop-out modelling using virtual learning environment behaviour data
J Kuzilek, J Vaclavek, V Fuglik, Z Zdrahal
Lifelong Technology-Enhanced Learning: 13th European Conference on …, 2018
222018
Advanced signal processing techniques for fetal ECG analysis
J Kuzilek, L Lhotska
Computing in Cardiology 2013, 177-180, 2013
182013
Detection of inferior myocardial infarction: a comparison of various decision systems and learning algorithms
J Spilka, V Chudáček, J Kužílek, L Lhotská, M Hanuliak
2010 Computing in Cardiology, 273-276, 2010
182010
Scaling mentoring support with distributed artificial intelligence
R Klamma, P de Lange, AT Neumann, B Hensen, M Kravcik, X Wang, ...
International Conference on Intelligent Tutoring Systems, 38-44, 2020
172020
Processing holter ECG signal corrupted with noise: Using ICA for QRS complex detection
J Kužílek, L Lhotská, M Hanuliak
2010 3rd International Symposium on Applied Sciences in Biomedical and …, 2010
122010
Evaluating weekly predictions of at-risk students at the open university: results and issues
D Herrmannova, M Hlosta, J Kuzilek, Z Zdrahal
102015
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics
F Marmolejo‐Ramos, M Tejo, M Brabec, J Kuzilek, S Joksimovic, ...
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 13 (1 …, 2023
92023
Learning analytics dashboard analysing first-year engineering students
J Vaclavek, J Kuzilek, J Skocilas, Z Zdrahal, V Fuglik
Lifelong Technology-Enhanced Learning: 13th European Conference on …, 2018
92018
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