Jakub Kuzilek

According to our database, Jakub Kuzilek authored at least 20 papers between 2011 and 2023.

Collaborative distances:

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

2023

First-Year Engineering Students' Strategies for Taking Exams.

Jakub Kuzilek, Zdenek Zdráhal, Jonas Vaclavek, Viktor Fuglik, Jan Skocilas, Annika Wolff

Int. J. Artif. Intell. Educ., September, 2023

Investigating students' use of self-assessments in higher education using learning analytics.

Dirk Ifenthaler, Clara Schumacher, Jakub Kuzilek

J. Comput. Assist. Learn., February, 2023

Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics.

Fernando Marmolejo-Ramos, Mauricio Tejo, Marek Brabec, Jakub Kuzilek, Srecko Joksimovic, Vitomir Kovanovic, Jorge González, Thomas Kneib, Peter Bühlmann, Lucas Kook, Guillermo Briseño-Sánchez, Raydonal Ospina

WIREs Data Mining Knowl. Discov., 2023

Pre-selecting Text Snippets to provide formative Feedback in Online Learning.

Sylvio Rüdian, Clara Schumacher, Jakub Kuzilek, Niels Pinkwart

Proceedings of the 16th International Conference on Educational Data Mining, 2023

2021

Student success prediction using student exam behaviour.

Jakub Kuzilek, Zdenek Zdráhal, Viktor Fuglik

Future Gener. Comput. Syst., 2021

Analyzing Student Success and Mistakes in Virtual Microscope Structure Search Tasks.

Benjamin Paaßen, Andreas Bertsch, Katharina Langer-Fischer, Sylvio Rüdian, Xia Wang, Rupali Sinha, Jakub Kuzilek, Stefan Britsch, Niels Pinkwart

Proceedings of the 14th International Conference on Educational Data Mining, 2021

2020

Exploring exam strategies of successful first year engineering students.

Jakub Kuzilek, Zdenek Zdráhal, Jonas Vaclavek, Viktor Fuglik, Jan Skocilas

Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020

Scaling Mentoring Support with Distributed Artificial Intelligence.

Ralf Klamma, Peter de Lange, Alexander Tobias Neumann, Benedikt Hensen, Milos Kravcik, Xia Wang, Jakub Kuzilek

Proceedings of the Intelligent Tutoring Systems - 16th International Conference, 2020

2019

Analysing Student VLE Behaviour Intensity and Performance.

Jakub Kuzilek, Jonas Vaclavek, Zdenek Zdráhal, Viktor Fuglik

Proceedings of the Transforming Learning with Meaningful Technologies, 2019

2018

Learning Analytics Dashboard Analysing First-Year Engineering Students.

Jonas Vaclavek, Jakub Kuzilek, Jan Skocilas, Zdenek Zdráhal, Viktor Fuglik

Proceedings of the Lifelong Technology-Enhanced Learning, 2018

Student Drop-out Modelling Using Virtual Learning Environment Behaviour Data.

Jakub Kuzilek, Jonas Vaclavek, Viktor Fuglik, Zdenek Zdráhal

Proceedings of the Lifelong Technology-Enhanced Learning, 2018

2016

Data literacy for learning analytics.

Annika Wolff, John Moore, Zdenek Zdráhal, Martin Hlosta, Jakub Kuzilek

Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, 2016

2015

Open University Learning Analytics dataset.

Jakub Kuzilek, Martin Hlosta, Zdenek Zdráhal

Dataset, December, 2015

2014

Binary social impact theory based optimization and its applications in pattern recognition.

Martin Macas, Amol P. Bhondekar, Ritesh Kumar, Rishemjit Kaur, Jakub Kuzilek, Václav Gerla, Lenka Lhotská, Pawan Kapur

Neurocomputing, 2014

Developing predictive models for early detection of at-risk students on distance learning modules.

Annika Wolff, Zdenek Zdráhal, Drahomira Herrmannova, Jakub Kuzilek, Martin Hlosta

Proceedings of the Workshops at the LAK 2014 Conference co-located with 4th International Conference on Learning Analytics and Knowledge (LAK 2014), 2014

Modelling student online behaviour in a virtual learning environment.

Martin Hlosta, Drahomira Herrmannova, Lucie Vachova, Jakub Kuzilek, Zdenek Zdráhal, Annika Wolff

Proceedings of the Workshops at the LAK 2014 Conference co-located with 4th International Conference on Learning Analytics and Knowledge (LAK 2014), 2014

Comparison of JADE and Canonical Correlation Analysis for ECG de-noising.

Jakub Kuzilek, Václav Kremen, Lenka Lhotská

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Advanced Signal Processing Techniques for Fetal ECG Analysis.

Jakub Kuzilek, Lenka Lhotská

Proceedings of the Computing in Cardiology, 2013

Beat Detection Enhancing using AdaBoost.

Jakub Kuzilek, Lenka Lhotská

Proceedings of the BIOSIGNALS 2013, 2013

2011

An automatic method for holter ECG denoising using ICA.

Jakub Kuzilek, Lenka Lhotská, Martin Hanuliak

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011