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

Keys: Research Associate, Learning Analytics - OU Analyse project

Kuzilek, J., Vaclavek, J., Fuglik, V. and Zdrahal, Z. (2018) Student Drop-out Modelling Using Virtual Learning Environment Behaviour Data, Lifelong Technology-Enhanced Learning, 13th European Conference on Technology Enhanced Learning, eds. Viktoria Pammer-Schindler, Mar Perez-Sanagustin, Hendrik Drachsler, Raymond Elferink, Maren Scheffel, LNCS 11082, pp. 166-171, Springer

Vaclavek, J., Kuzilek, J., Skocilas, J., Zdrahal, Z. and Fuglik, V. (2018) Learning Analytics Dashboard Analysing First-Year Engineering Students, Lifelong Technology-Enhanced Learning, 13th European Conference on Technology Enhanced Learning, eds. Viktoria Pammer-Schindler, Mar Perez-Sanagustin, Hendrik Drachsler, Raymond Elferink, Maren Scheffel, LNCS 11082, pp. 575-578, Springer

Kuzilek, J., Hlosta, M. and Zdrahal, Z. (2017) Open University Learning Analytics dataset, Scientific Data, 4, Nature Publishing Group

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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