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Jakub Kuzilek · SciRah

Researcher profile · Semantic Scholar

Jakub Kuzilek

Humboldt University of Berlin

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Jakub Kuzilek — researcher profile on SciRah

ORCID iD 0000-0002-8656-0599Homepage

h-index: 15
Works: 40
Citations: 1,211

Most-cited papers

Open University Learning Analytics dataset
Jakub Kuzilek, Martin Hlosta, Z. Zdráhal
2017Scientific Data570 citations Open access
Semantic Scholar
OU Analyse: analysing at-risk students at The Open University
Jakub Kuzilek, Martin Hlosta, Drahomira Herrmannova, Z. Zdráhal +2 more
2015143 citations
Semantic Scholar
Developing predictive models for early detection of at-risk students on distance learning modules
A. Wolff, Z. Zdráhal, Drahomira Herrmannova, Jakub Kuzilek +1 more
2014LAK Workshops87 citations
Semantic Scholar
Investigating students' use of self-assessments in higher education using learning analytics
Dirk Ifenthaler, Clara Schumacher, Jakub Kuzilek
2022Journal of Computer Assisted Learning57 citations Open access
Semantic Scholar
Independent Component Analysis and Decision Trees for ECG Holter Recording De-Noising
Jakub Kuzilek, V. Kremen, F. Souček, L. Lhotská
2014PLoS ONE35 citations Open access
Semantic Scholar
Data driven approach to ECG signal quality assessment using multistep SVM classification
Jakub Kuzilek, M. Huptych, V. Chudácek, J. Spilka +1 more
2011Computers in cardiology35 citations
Semantic Scholar
Student success prediction using student exam behaviour
Jakub Kuzilek, Z. Zdráhal, Viktor Fuglík
2021Future generations computer systems28 citations
Semantic Scholar
Simple scoring system for ECG quality assessment on Android platform
V. Chudácek, L. Zach, Jakub Kuzilek, J. Spilka +1 more
2011Computers in cardiology28 citations
Semantic Scholar
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics
F. Marmolejo-Ramos, Mauricio Tejo, M. Brabec, Jakub Kuzilek +8 more
2022WIREs Data Mining Knowl. Discov.26 citations Open access
Semantic Scholar
Online The Open University ’ s repository of research publications and other research outputs Modelling student online behaviour in a virtual learning environment Conference Item
Martin Hlosta, Drahomira Herrmannova, Lucie Váchová, Jakub Kuzilek +2 more
201626 citations
Semantic Scholar
Electrocardiogram beat detection enhancement using independent component analysis.
Jakub Kuzilek, L. Lhotská
2013Medical Engineering and Physics20 citations
Semantic Scholar
Data literacy for learning analytics
A. Wolff, John Moore, Z. Zdráhal, Martin Hlosta +1 more
2016International Conference on Learning Analytics and Knowledge19 citations
Semantic Scholar
Student Drop-out Modelling Using Virtual Learning Environment Behaviour Data
Jakub Kuzilek, Jonas Vaclavek, Viktor Fuglík, Z. Zdráhal
2018European Conference on Technology Enhanced Learning18 citations Open access
Semantic Scholar
Elsevier Editorial System(tm) for Neurocomputing Manuscript Draft Title: Binary Social Impact Theory Based Optimization and Its Applications in Pattern Recognition Binary Social Impact Theory Based Optimization and Its Applications in Pattern Recognition
M. Macaš, Amol, P. Bhondekar, Ritesh Kumar +7 more
18 citations
Semantic Scholar
Advanced signal processing techniques for fetal ECG analysis
Jakub Kuzilek, L. Lhotská
2013Computers in cardiology15 citations
Semantic Scholar
Scaling Mentoring Support with Distributed Artificial Intelligence
R. Klamma, P. de Lange, A. Neumann, Benedikt Hensen +3 more
2020International Conference on Intelligent Tutoring Systems13 citations
Semantic Scholar
Detection of inferior myocardial infarction: A comparison of various decision systems and learning algorithms
J. Spilka, V. Chudácek, Jakub Kuzilek, L. Lhotská +1 more
2010Computers in cardiology13 citations
Semantic Scholar
First-Year Engineering Students’ Strategies for Taking Exams
Jakub Kuzilek, Z. Zdráhal, Jonas Vaclavek, Viktor Fuglík +2 more
2022International Journal of Artificial Intelligence in Education9 citations Open access
Semantic Scholar
Independent Component Analysis: Applications in ECG signal processing
Jakub Kuzilek
20138 citations
Semantic Scholar
Linear Bayes classification for mortality prediction
M. Macaš, Jakub Kuzilek, T. Odstrcilik, M. Huptych
2012Computers in cardiology8 citations
Semantic Scholar
Comparison of JADE and Canonical Correlation Analysis for ECG de-noising
Jakub Kuzilek, V. Kremen, L. Lhotská
2014Annual International Conference of the IEEE Engineering in Medicine and Biology Society7 citations
Semantic Scholar
Processing Holter ECG signal corrupted with noise: Using ICA for QRS complex detection
Jakub Kuzilek, L. Lhotská, M. Hanuliak
2010International Symposium on Applied Sciences in Biomedical and Communication Technologies7 citations
Semantic Scholar
Mobile CTG — Fetal heart rate assessment using Android platform
L. Zach, V. Chudácek, Jakub Kuzilek, J. Spilka +3 more
2011Computers in cardiology6 citations
Semantic Scholar
Analysing Student VLE Behaviour Intensity and Performance
Jakub Kuzilek, Jonas Vaclavek, Z. Zdráhal, Viktor Fuglík
2019European Conference on Technology Enhanced Learning5 citations
Semantic Scholar
Analysing performance of first year engineering students
Z. Zdráhal, Martin Hlosta, Jakub Kuzilek
20164 citations
Semantic Scholar
Evaluating Weekly Predictions of At-Risk Students at The Open University: Results and Issues
Drahomira Herrmannova, Martin Hlosta, Jakub Kuzilek, Z. Zdráhal
20154 citations
Semantic Scholar
An automatic method for holter ECG denoising using ICA
Jakub Kuzilek, L. Lhotská, M. Hanuliak
2011International Symposium on Applied Sciences in Biomedical and Communication Technologies4 citations
Semantic Scholar
Exploring exam strategies of successful first year engineering students
Jakub Kuzilek, Z. Zdráhal, Jonas Vaclavek, Viktor Fuglík +1 more
2020International Conference on Learning Analytics and Knowledge3 citations
Semantic Scholar
Analyzing Student Success and Mistakes in Virtual Microscope Structure Search Tasks
Benjamin Paassen, A. Bertsch, Katharina Langer-Fischer, Sylvio Rüdian +5 more
2021Educational Data Mining2 citations
Semantic Scholar
Distributional regression analysis of learning analytics and educational data
F. Marmolejo-Ramos, Mauricio Tejo, M. Brabec, Jakub Kuzilek +4 more
20201 citations Open access
Semantic Scholar
Analysis of Discussion Forum Data as a Basis for Mentoring Support
Jakub Kuzilek, M. Kravcík, Rupali Sinha
20200 citations
Semantic Scholar
Learning Analytics Review: LAK15-1
Jakub Kuzilek, Martin Hlosta, Drahomira Herrmannova, Z. Zdráhal +1 more
20180 citations
Semantic Scholar
’ s repository of research publications and other research outputs OU Analyse : analysing at-risk students at The Open University Journal Item
Jakub Kuzilek, Martin Hlosta, Drahomira Herrmannova, Z. Zdráhal +2 more
20150 citations
Semantic Scholar
Beat Detection Enhancing using AdaBoost
Jakub Kuzilek, L. Lhotská
2013International Conference on Bio-inspired Systems and Signal Processing0 citations Open access
Semantic Scholar
Extraction of beats from noisy ECG using ICA
Jakub Kuzilek, L. Lhotská, M. Huptych
20130 citations
Semantic Scholar
Case studies of students' involvement in research
L. Lhotská, Jakub Kuzilek, V. Chudácek, P. Novák +2 more
20132013 24th EAEEIE Annual Conference (EAEEIE 2013)0 citations
Semantic Scholar
Scoring system for 12 lead ECG quality assessment
T. Odstrcilik, Jakub Kuzilek, V. Chudácek, L. Lhotská
2012Computers in cardiology0 citations
Semantic Scholar
Multimedia Support in Education of ECG Signal Analysis
Jakub Kuzilek, J. Spilka, V. Kremen, L. Lhotská
20110 citations
Semantic Scholar
Classification of the EEG feature components
M. Vavrecka, Jakub Kuzilek, L. Lhotská
2010Proceedings of the 10th IEEE International Conference on Information Technology and Applications in Biomedicine0 citations
Semantic Scholar
Open Research Online
Jonas Vaclavek, Jakub Kuzilek, Jan Skocilas, Z. Zdráhal +1 more
0 citations
Semantic Scholar

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