Jakub Kuzilek

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Zdenek ZdrahalProfessor of Knowledge Engineering, KMi, The Open UniversityVerified email at open.ac.uk
Lenka LhotskaCzech Technical University in PragueVerified email at cvut.cz
Martin HlostaSwiss Distance University of Applied SciencesVerified email at ffhs.ch
Annika WolffLUT UniversityVerified email at lut.fi
Drahomira HerrmannovaElsevierVerified email at elsevier.com
Václav ChudáčekCzech Technical University in PragueVerified email at fel.cvut.cz
Jiří SpilkaCzech Technical University in PragueVerified email at ciirc.cvut.cz
Clara SchumacherPost-Doc, Universität PotsdamVerified email at uni-potsdam.de
Dirk IfenthalerUniversity of Mannheim & Curtin UniversityVerified email at uni-mannheim.de
Michal HuptychCTU in Prague, CIIRCVerified email at ciirc.cvut.cz
Vaclav Kremen, Assoc. Prof, M.Sc.Eng...Bioelectronics, Neurophysiology, and Engineering Lab, Mayo Clinic, Rochester, MN, USAVerified email at mayo.edu
Macas MartinCzech Technical UniversityVerified email at cvut.cz
Miloš KravčíkDFKI GmbHVerified email at dfki.de
Jan SkocilasCTU in Prague, Faculty of Mechanical Engineering, Department of Process EngineeringVerified email at fs.cvut.cz
Mauricio TejoInstituto de Estadística, Universidad de ValparaísoVerified email at uv.cl
Raydonal OspinaAssociate Professor/ Federal University of Bahia / Federal University of PernambucoVerified email at castlab.org
Fernando Marmolejo-RamosCentre for Change and Complexity in Learning | The University of South AustraliaVerified email at unisa.edu.au
Srećko JoksimovićSenior Lecturer: Education Futures, University of South AustraliaVerified email at unisa.edu.au
Vitomir KovanovićAssociate Professor, University of South AustraliaVerified email at unisa.edu.au
Jorge Andres Gonzalez BurgosAssociate Professor, Pontificia Universidad Católica de ChileVerified email at mat.uc.cl

Jakub Kuzilek

Senior Researcher | CSES | Humboldt-University of Berlin

Verified email at hu-berlin.de - Homepage

Learning Analytics Machine Learning Signal processing Educational Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Open university learning analytics dataset J Kuzilek, M Hlosta, Z Zdrahal Scientific data 4 (1), 1-8, 2017	481	2017
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	213	2015
Developing predictive models for early detection of at-risk students on distance learning modules A Wolff, Z Zdrahal, D Herrmannova, J Kuzilek, M Hlosta	108	2014
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	59	2023
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	57	2011
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	42	2014
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	41	2011
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	36	2016
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	35	2014
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	34	2018
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	29	2020
Student success prediction using student exam behaviour J Kuzilek, Z Zdrahal, V Fuglik Future Generation Computer Systems 125, 661-671, 2021	27	2021
Electrocardiogram beat detection enhancement using Independent Component Analysis J Kuzilek, L Lhotska Medical Engineering & Physics 35 (6), 704-711, 2013	26	2013
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	24	2018
Advanced signal processing techniques for fetal ECG analysis J Kuzilek, L Lhotska Computing in Cardiology 2013, 177-180, 2013	18	2013
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	18	2010
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	14	2023
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	12	2010
Evaluating weekly predictions of at-risk students at the open university: results and issues D Herrmannova, M Hlosta, J Kuzilek, Z Zdrahal	10	2015
Independent component analysis: Applications in ecg signal processing J Kužílek PQDT-Global, 2013	10	2013

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