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
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
Jan SkocilasCTU in Prague, Faculty of Mechanical Engineering, Department of Process EngineeringVerified email at fs.cvut.cz
Váchová LucieUniversity of Economics, PragueVerified email at vse.cz
Miloš KravčíkDFKI GmbHVerified email at dfki.de
Dr. Peter de LangeRWTH Aachen UniversityVerified email at rwth-aachen.de
Ralf KlammaRWTH Aachen University, Computer ScienceVerified email at dbis.rwth-aachen.de
Dr. Xia WangGerman Research Centre for Artificial IntelligenceVerified email at dfki.de
Alexander NeumannRWTH Aachen UniversityVerified email at dbis.rwth-aachen.de
Dirk IfenthalerUniversity of Mannheim & Curtin UniversityVerified email at uni-mannheim.de
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

Jakub Kuzilek

Senior Researcher | Computer Science Education / Computer Science and Society Research Group

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	261	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	157	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	93	2014
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	51	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	35	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	35	2011
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	32	2018
Data literacy for learning analytics A Wolff, J Moore, Z Zdráhal, M Hlosta, J Kuzilek Proceedings of the sixth international conference on learning analytics …, 2016	27	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	24	2014
Electrocardiogram beat detection enhancement using Independent Component Analysis J Kuzilek, L Lhotska Medical Engineering & Physics 35 (6), 704-711, 2013	23	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	20	2018
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
Advanced signal processing techniques for fetal ECG analysis J Kuzilek, L Lhotska Computing in Cardiology 2013, 177-180, 2013	17	2013
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
Scaling mentoring support with distributed artificial intelligence R Klamma, P de Lange, AT Neumann, B Hensen, M Kravcik, X Wang, ... Intelligent Tutoring Systems: 16th International Conference, ITS 2020 …, 2020	9	2020
Linear bayes classification for mortality prediction M Macaš, J Kuzilek, T Odstrčilík, M Huptych 2012 Computing in Cardiology, 473-476, 2012	9	2012
Comparison of jade and canonical correlation analysis for ecg de-noising J Kuzilek, V Kremen, L Lhotska 2014 36th Annual International Conference of the IEEE Engineering in …, 2014	8	2014
Independent component analysis: Applications in ecg signal processing J Kužílek PQDT-Global, 2013	8	2013
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	7	2018

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