Showing all 25 Publications linked to Jakub Kuzilek

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Research Associate
Jakub Kuzilek Photograph

OU Analyse project with Zdenek Zdrahal, Drahom�ra Herrmannov� and Martin Hlosta

Keys: Research Associate, Learning Analytics - OU Analyse project


 

Kuzilek, J., Hlosta, M. and Zdrahal, Z. (2016) Open University Learning Analytics Dataset, Workshop: Data Literacy for Learning Analytics at Learning Analytics and Knowledge (LAK 16)

 

Zdrahal, Z., Hlosta, M. and Kuzilek, J. (2016) Analysing performance of first year engineering students, Workshop: Data Literacy for Learning Analytics at Learning Analytics and Knowledge (LAK 16)

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Herrmannova, D., Hlosta, M., Kuzilek, J. and Zdrahal, Z. (2015) Evaluating Weekly Predictions of At-Risk Students at The Open University: Results and Issues, EDEN 2015, Barcelona, Spain

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Kuzilek, J., Hlosta, M., Herrmannova, D., Vaclavek, J., Zdrahal, Z. and Wolff, A. (2015) OU Analyse: Analysing At-Risk Students at The Open University, Learning Analytics and Knowledge (LAK15), Learning Analytics Review, LAK15-1, LACE project

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Lhotska, L., Kremen, V., Havlik, J. and Kuzilek, J. (eds.) (2014) Proceedings of BioDat 2014 conference, 3rd Conference on Advanced Methods of Biological Data and Signal Processing BioDat 2014, CTU in Prague

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Kuzilek, J., Kremen, V. and Lhotska, L. (2014) Comparison of JADE and Canonical Correlation Analysis for ECG de-noising, Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, pp. 3857-3860, IEEE

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Wolff, A., Zdrahal, Z., Herrmannova, D., Kuzilek, J. and Hlosta, M. (2014) Developing predictive models for early detection of at-risk students on distance learning modules, Workshop: Machine Learning and Learning Analytics at Learning Analytics and Knowledge (LAK), Indianapolis

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Hlosta, M., Herrmannova, D., Vachova, L., Kuzilek, J., Zdrahal, Z. and Wolff, A. (2014) Modelling student online behaviour in a virtual learning environment, Workshop: Machine Learning and Learning Analytics at Learning Analytics and Knowledge (LAK), Indianapolis

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Kuzilek, J., Kremen, V., Soucek, F. and Lhotska, L. (2014) Independent Component Analysis and Decision Trees for ECG Holter Recording De-Noising, PloS one, 9, 6, Public Library of Science

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Macas, M., Bhondekar, A., Kumar, R., Kaur, R., Kuzilek, J., Gerla, V., Lhotska, L. and Kapur, P. (2014) Binary social impact theory based optimization and its applications in pattern recognition, Neurocomputing, 132, pp. 85-96, Elsevier

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Lhotska, L., Kremen, V., Havlik, J. and Kuzilek, J. (eds.) (2013) Proceedings of BioDat 2013 conference, BioDat 2013 - Conference on Advanced Methods of Biological Data and Signal Processing, CTU in Prague

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Kuzilek, J. and Lhotska, L. (2013) Advanced signal processing techniques for fetal ECG analysis, Computing in Cardiology, 2013, pp. 177-180, IEEE

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Kuzilek, J. and Lhotska, L. (2013) Electrocardiogram beat detection enhancement using Independent Component Analysis, Medical engineering & physics, 35, 6, pp. 704-711, Elsevier

 

Lhotska, L., Kuzilek, J., Chudacek, V., Novak, P., Novak, D. and Havlik, J. (2013) Case studies of students' involvement in research, EAEEIE Annual Conference (EAEEIE), 2013, pp. 204-209, IEEE

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Kuzilek, J., Lhotska, L. and Huptych, M. (2013) Extraction of beats from noisy ECG using ICA, World Congress on Medical Physics and Biomedical Engineering 2013, pp. 469-472, Springer Berlin Heidelberg

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Kuzilek, J. and Lhotska, L. (2013) Beat detection enhancing using AdaBoost, BIOSIGNALS 2013, pp. 280-283

 

Lhotska, L., Kremen, V., Havlik, J. and Kuzilek, J. (eds.) (2012) Proceedings of BioDat 2012 conference, BioDat 2012 - Conference on Advanced Methods of Biological Data and Signal Processing, CTU in Prague

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Odstrcilik, T., Kuzilek, J., Chudacek, V. and Lhotska, L. (2012) Scoring system for 12 lead ECG quality assessment, Computing in Cardiology, 2012, pp. 501-504, IEEE

 

Macas, M., Kuzilek, J., Odstrcilik, T. and Huptych, M. (2012) Linear Bayes classification for mortality prediction, Computing in Cardiology, 2012, pp. 473-476, IEEE

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Kuzilek, J., Lhotska, L. and Hanuliak, M. (2011) An automatic method for holter ECG denoising using ICA, ISABEL 2011, ACM

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Chudacek, V., Zach, L., Kuzilek, J., Spilka, J. and Lhotska, L. (2011) Simple scoring system for ECG quality assessment on android platform, Computing in Cardiology, 2011, pp. 449-451, IEEE

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Kuzilek, J., Huptych, M., Chudacek, V., Spilka, J. and Lhotska, L. (2011) Data driven approach to ECG signal quality assessment using multistep SVM classification, Computing in Cardiology, 2011, pp. 453-455, IEEE

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Zach, L., Chudacek, V., Kuzilek, J., Spilka, J., Huptych, M., Bursa, M. and Lhotska, L. (2011) Mobile CTG-Fetal heart rate assessment using Android platform, Computing in Cardiology, 2011, pp. 249-252, IEEE

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Kuzilek, J., Lhotska, L. and Hanuliak, M. (2010) Processing holter ECG signal corrupted with noise: Using ICA for QRS complex detection, ISABEL 2010, pp. 1-4, IEEE

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Vavrecka, M., Kuzilek, J. and Lhotska, L. (2010) Classification of the EEG feature components, Information Technology and Applications in Biomedicine (ITAB), 2010 10th IEEE International Conference on, pp. 1-4, IEEE

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