13000 / 13136 - Publications - 2019

13000 / 13136 - Department of Computer Science and Engineering

Publications 2019

Books, Book chapters and Lecture notes, Dissertations, Research reports, Unpublished lectures, Proceedings, Papers, Patents

Papers in WoS Journals

HUBÁČEK, O., G. ŠOUREK, and F. ŽELEZNÝ. Exploiting sports-betting market using machine learning. International Journal of Forecasting. 2019, 35(2), 783-796. ISSN 0169-2070. DOI 10.1016/j.ijforecast.2019.01.001.

RYŠAVÝ, P. and F. ŽELEZNÝ. Estimating sequence similarity from read sets for clustering next-generation sequencing data. Data Mining and Knowledge Discovery. 2019, 33(1), 1-23. ISSN 1384-5810. DOI 10.1007/s10618-018-0584-8.

DRCHAL, J., M. ČERTICKÝ, and M. JAKOB. Data-driven Activity Scheduler for Agent-based Mobility Models. Transportation Research Part C: Emerging Technologies. 2019, 98 370-390. ISSN 0968-090X. DOI 10.1016/j.trc.2018.12.002.

ŠOUREK, G. and F. ŽELEZNÝ. Efficient Extraction of Network Event Types from NetFlows. Security and Communication Networks. 2019, 2019 ISSN 1939-0114. DOI 10.1155/2019/8954914.

HUBÁČEK, O., G. ŠOUREK, and F. ŽELEZNÝ. Learning to predict soccer results from relational data with gradient boosted trees. Machine Learning. 2019, 108(1), 29-47. ISSN 0885-6125. DOI 10.1007/s10994-018-5704-6.

Papers in Other Journals

DUDAKOVA, L., et al. The Utility of Massively Parallel Sequencing for Posterior Polymorphous Corneal Dystrophy Type 3 Molecular Diagnosis. Experimental Eye Research. 2019, 182 160-166. ISSN 0014-4835. DOI 10.1016/j.exer.2019.03.002.

KUFNER, J. and R. MAŘÍK. From a BPMN Black Box to a Smalldb State Machine. IEEE Access. 2019, 7(1), 56276-56296. ISSN 2169-3536. DOI 10.1109/ACCESS.2019.2912567. Available from: https://ieeexplore.ieee.org/document/8698227

Conference Proceedings

VINTR, T., et al. Spatiotemporal Models of Human Activity for Robotic Patrolling. In: Modelling and Simulation for Autonomous Systems (MESAS 2018). MESAS 2018 - Modelling & Simulation for Autonomous Systems, Praha, 2018-10-17/2018-10-19. Cham: Springer International Publishing AG, 2019. p. 54-64. ISSN 0302-9743. ISBN 978-3-030-14983-3. DOI 10.1007/978-3-030-14984-0_5.

ŠEBEK, J., P. VONDRUS, and T. ČERNÝ. Degree of Similarity of Root Trees. In: Lecture Notes in Electrical Engineering. International Conference on Information Science and Applications, Kawloon, 2018-06-25/2018-09-27. Springer Nature Singapore Pte Ltd., 2019. p. 581-591. 1. vol. 514. ISSN 1876-1100. ISBN 9789811310553. DOI 10.1007/978-981-13-1056-0_57.

KUNC, V. On the importance of dropout for Checkerboard D–GEX architectures. In: Proceedings of the International Student Scientific Conference Poster – 23/2019. 23rd International Student Conference on Electrical Engineering POSTER 2019, ČVUT FEL, Technická 2, Praha 6, 2019-05-23. Praha: ČVUT FEL, Středisko vědecko-technických informací, 2019. p. 1-2. 1. vol. 1. ISBN 978-80-01-06581-5. Available from: http://poseidon2.feld.cvut.cz/conf/poster/proceedings/POSTER_2019.pdf

MAJER, F., et al. A Versatile Visual Navigation System for Autonomous Vehicles. In: Modelling and Simulation for Autonomous Systems (MESAS 2018). MESAS 2018 - Modelling & Simulation for Autonomous Systems, Praha, 2018-10-17/2018-10-19. Cham: Springer International Publishing AG, 2019. p. 90-110. ISSN 0302-9743. ISBN 978-3-030-14983-3. DOI 10.1007/978-3-030-14984-0_8.

VINTR, T., et al. Spatio-temporal Representation of Time-varying Pedestrian Flows. In: Long-term Human Motion Prediction Workshop ICRA 2019. Montreal, 2019-05-24. Piscataway: IEEE Robotics and Automation Society, 2019.

CUCHÝ, M., M. ŠTOLBA, and M. JAKOB. Integrated Route, Charging and Activity Planning for Whole Day Mobility with Electric Vehicles. In: Agents and Artificial Intelligence (Subseries of Lecture Notes in Computer Science). ICAART 2018: the 10th International Conference on Agents and Artificial Intelligence, Funchal, Madeira, 2018-01-16/2018-12-18. Basel: Springer Nature Switzerland AG, 2019. p. 274-289. 11352. ISSN 0302-9743. ISBN 978-3-030-05452-6. DOI 10.1007/978-3-030-05453-3_13.

KUNC, V. The development of DNA microarrays. In: Proceedings of the International Student Scientific Conference Poster – 23/2019. 23rd International Student Conference on Electrical Engineering POSTER 2019, ČVUT FEL, Technická 2, Praha 6, 2019-05-23. Praha: ČVUT FEL, Středisko vědecko-technických informací, 2019. p. 1-2. 1. vol. 1. ISBN 978-80-01-06581-5. Available from: http://poseidon2.feld.cvut.cz/conf/poster/proceedings/POSTER_2019.pdf

KOMÁREK, T. and P. SOMOL. Multiple Instance Learning with Bag-Level Randomized Trees. In: GOEBEL, R., Y. TANAKA, and W. WAHLSTER, eds. Machine Learning and Knowledge Discovery in Databases. The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Dublin, 2018-09-10/2018-09-14. Basel: Springer, 2019. p. 259-272. ISSN 0302-9743. ISBN 978-3-030-10924-0. DOI 10.1007/978-3-030-10925-7_16.

HALODOVÁ, L., et al. Adaptive Image Processing Methods for Outdoor Autonomous Vehicles. In: Modelling and Simulation for Autonomous Systems. MESAS 2018 - Modelling & Simulation for Autonomous Systems, Praha, 2018-10-17/2018-10-19. Basel: Springer, 2019. p. 456-476. LNCS. vol. 11472. ISSN 0302-9743. ISBN 978-3-030-14983-3. DOI 10.1007/978-3-030-14984-0_34.

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Responsible person: RNDr. Patrik Mottl, Ph.D.