13000 / 13133 - Publications - 2018

13000 / 13133 - Department of Cybernetics

Publications 2018

Books, Book chapters and Lecture notes, Dissertations, Research reports, Unpublished lectures, Proceedings, Papers, Patents

Papers in WoS Journals

CHANG, W.Ch., et al. Loss of neuronal network resilience precedes seizures and determines the ictogenic nature of interictal synaptic perturbations. Nature Neuroscience. 2018, 21 1742-1752. ISSN 1097-6256. DOI 10.1038/s41593-018-0278-y.

SPANIEL, F., et al. Relapse in schizophrenia: Definitively not a bolt from the blue. Neuroscience Letters. 2018, 669 68-74. ISSN 0304-3940. DOI 10.1016/j.neulet.2016.04.044.

JEŽEK, F. and J. KOFRANEK. Modern and traditional approaches combined into an effective gray-box mathematical model of full-blood acid-base. Theoretical Biology and Medical Modelling. 2018, 15(1), ISSN 1742-4682. DOI 10.1186/s12976-018-0086-9.

HOFFMANN, M., et al. Robotic homunculus: Learning of artificial skin representation in a humanoid robot motivated by primary somatosensory cortex. IEEE Transactions on Cognitive and Developmental Systems. 2018, 10(2), 163-176. ISSN 2379-8920. DOI 10.1109/TCDS.2017.2649225.

PIDNEBESNA, A., D. TOMEČEK, and J. HLINKA. BRAD: Software for BRain Activity Detection from hemodynamic response. Computer Methods and Programs in Biomedicine. 2018, 156 113-119. ISSN 0169-2607. DOI 10.1016/j.cmpb.2017.12.021.

ŠTĚPÁNOVÁ, K. and M. VAVREČKA. Estimating number of components in Gaussian mixture model using combination of greedy and merging algorithm. Pattern Analysis and Applications. 2018, 21(1), 181-192. ISSN 1433-7541. DOI 10.1007/s10044-016-0576-5.

Papers in Other Journals

DVOŘÁK, J., et al. Simulations of centriole of polarized centrosome as a monopole antenna in immune and viral synapses. JOURNAL OF BUON. 2018, 23(2), 514-521. ISSN 1107-0625.

PECKA, M., et al. Data-driven Policy Transfer with Imprecise Perception Simulation. IEEE Robotics and Automation Letters. 2018, 3(4), 3916-3921. ISSN 2377-3766. DOI 10.1109/LRA.2018.2857927. Available from: ftp://cmp.felk.cvut.cz/pub/cmp/articles/svoboda/Pecka-Zimermann-Petrlik-Svoboda-IEEE-RAL-2018.pdf

Conference Proceedings

GERLA, V., et al. Hybrid Hierarchical Clustering Algorithm Used for Large Datasets: A Pilot Study on Long-Term Sleep Data. In: Precision Medicine Powered by pHealth and Connected Health. International Conference on Biomedical and Health Informatics 2017, Thessaloniki, 2017-11-18/2017-11-21. Springer Nature Singapore Pte Ltd., 2018. p. 3-7. 1. vol. 66. ISSN 1680-0737. ISBN 978-981-10-7418-9. DOI 10.1007/978-981-10-7419-6_1.

HVĚZDA, J., M. KULICH, and L. PŘEUČIL. Improved Discrete RRT for Coordinated Multi-robot Planning. In: Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics - (Volume 2). International Conference on Informatics in Control, Automation and Robotics, Porto, 2018-07-29/2018-07-31. Madeira: SciTePress, 2018. p. 171-179. ISBN 978-989-758-321-6. DOI 10.5220/0006865901710179. Available from: http://www.scitepress.org/PublicationsDetail.aspx?ID=ppwUqsGaX18=&t=1

MACAŠ, M., et al. Active Learning for Semiautomatic Sleep Staging and Transitional EEG Segments. In: 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Proceedings. 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Madrid, 2018-12-03/2018-12-06. IEEE, 2018. p. 2621-2627. ISBN 978-1-5386-5488-0. DOI 10.1109/BIBM.2018.8621339. Available from: https://ieeexplore.ieee.org/document/8621339

HRACHOVINA, M., L. LHOTSKÁ, and M. HUPTYCH. Preprocessing and filtration techniques of BSPM signals in a small-scale study. In: Precision Medicine Powered by pHealth and Connected Health. International Conference on Biomedical and Health Informatics 2017, Thessaloniki, 2017-11-18/2017-11-21. Springer Nature Singapore Pte Ltd., 2018. p. 127-132. 1. vol. 66. ISSN 1680-0737. ISBN 978-981-10-7418-9. DOI 10.1007/978-981-10-7419-6_22.

VÁCLAVEK, J., et al. Learning Analytics Dashboard Analysing First-Year Engineering Students. In: Lifelong Technology-Enhanced Learning. EC-TEL 2018.. THIRTEENTH EUROPEAN CONFERENCE ON TECHNOLOGY ENHANCED LEARNING, Leeds, 2018-09-03/2018-09-06. Springer, Cham, 2018. p. 575-578. Lecture Notes in Computer Science. vol. 11082. ISSN 0302-9743. ISBN 978-3-319-98571-8. DOI 10.1007/978-3-319-98572-5_48.

PICHL, J. Dialogue Act Detection Using Contextual Knowledge. In: HUSNÍK, L., ed. Proceedings of the International Student Scientific Conference Poster – 22/2018. Poster 2018, Praha, 2018-05-10. Praha: Czech Technical University in Prague, 2018. ISBN 978-80-01-06428-3.

LISTÍK, V. Image reconstruction from ResNet semantic feature vector. In: HUSNÍK, L., ed. Proceedings of the International Student Scientific Conference Poster – 22/2018. Poster 2018, Praha, 2018-05-10. Praha: Czech Technical University in Prague, 2018. ISBN 978-80-01-06428-3.

NAVARA, M. and J. ŠINDELÁŘ. Two envelope problem as a game of two players. In: Applications of Algebra 22. Zakopane, 2018-03-05/2018-03-10. Czestochowa: Jan Dlugosz University, 2018. p. 31.

GERLA, V., et al. Expert-in-the-loop Learning for Sleep EEG Data. In: 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Proceedings. 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Madrid, 2018-12-03/2018-12-06. IEEE, 2018. p. 2590-2596. ISBN 978-1-5386-5488-0. DOI 10.1109/BIBM.2018.8621557. Available from: https://ieeexplore.ieee.org/document/8621557

ŠEJNOVÁ, G. and M. VAVREČKA. Visual Reasoning with Natural Language in Robotics. In: Kognice a umělý život 2018. Kognice a umělý život XVIII, Brno, 2018-05-30/2018-06-01. Brno: FLOW, 2018. p. 67-68. ISBN 978-80-88123-24-8. Available from: https://www.phil.muni.cz/media/3078302/sbornikprispevku_kuz18.pdf

NEORAL, M., J. ŠOCHMAN, and J. MATAS. Continual Occlusion and Optical Flow Estimation. In: ACCV 2018: Proceedings of the 14th Asian Conference on Computer Vision. Perth, 2018-12-04/2018-12-06. Springer, 2018.

BREZANY, P.B., et al. Towards precision brain disorder rehabilitation. In: 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO). Zagreb: Croatian Society SMFE, 2018. p. 228-233. DOI 10.23919/MIPRO.2018.8400043. Available from: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8400043&isnumber=8399814

HVĚZDA, J., et al. Context-Aware Route Planning for Automated Warehouses. In: Proceedings of 2018 21st International Conference on Intelligent Transportation Systems (ITSC). 2018 IEEE Intelligent Transportation Systems Conference, Maui, 2018-11-04/2018-11-07. IEEE Intelligent Transportation Systems Society, 2018. p. 2955-2960. ISSN 2153-0017. ISBN 978-1-7281-0323-5. DOI 10.1109/ITSC.2018.8569712.

TESAŘ, M. and M. VAVREČKA. Implementace učení pomocí demonstrace v průmyslové úloze. In: Kognice a umělý život 2018. Kognice a umělý život XVIII, Brno, 2018-05-30/2018-06-01. Brno: FLOW, 2018. p. 78-79. ISBN 978-80-88123-24-8. Available from: https://www.phil.muni.cz/media/3078302/sbornikprispevku_kuz18.pdf

MILERSKÁ, I., L. LHOTSKÁ, and M. MACAŠ. Biomechanical Parameters of Muscles, Objective Assessment Using MyotonPRO. In: 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Proceedings. 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Madrid, 2018-12-03/2018-12-06. IEEE, 2018. p. 1522-1525. ISBN 978-1-5386-5488-0. DOI 10.1109/BIBM.2018.8621074.

GRIMOVÁ, N., M. MACAŠ, and V. GERLA. Addressing the Cold Start Problem in Active Learning Approach Used For Semi-automated Sleep Stages Classification. In: 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Proceedings. 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Madrid, 2018-12-03/2018-12-06. IEEE, 2018. p. 2249-2253. ISBN 978-1-5386-5488-0. DOI 10.1109/BIBM.2018.8621434. Available from: https://ieeexplore.ieee.org/document/8621434

PICHL, J., et al. Alquist 2.0: Alexa Prize Socialbot Based on Sub-Dialogue Models. In: 2nd Proceedings of Alexa Prize (Alexa Prize 2018). AWS re:Invent 2018, Las Vegas, NV, 2018-11-26/2018-11-30. Amazon, 2018. p. 49-66.

ŠKOVIERA, R., et al. Teaching robots to imitate a human with no on-teacher sensors. Whatare the key challenges?. In: Towards Intelligent Social Robots: From Naive Robots To Robot Sapiens (Workshops to IEEE/RSJ IROS). Towards Intelligent Socal Robots: From Naive Robots to Robot Sapiens (IEEE/RSJ IROS), Madrid, 2018-10-05. Barcelona: IEEE, 2018. Available from: https://arxiv.org/pdf/1901.08335.pdf

KUDLÁČEK, J., et al. Transition to seizure via critical slowing in a chronic model of temporal lobe epilepsy. In: 11th FENS Forum of Neuroscience. Berlin, 2018-07-07/2018-07-11. Kenes Group, 2018. p. 1900. Available from: https://w3.kenes-group.com/abstractbook/data/HtmlApp/main.html

ŠEJNOVÁ, G., M. TESAŘ, and M. VAVREČKA. Compositional models for VQA: Can neural module networks really count?. In: Procedia Computer Science. BICA 2018: 9th Annual International Conference on Biologically Inspired Cognitive Architectures, Praha, 2018-08-22/2018-08-24. New York: Elsevier B.V., 2018. p. 481-487. ISSN 1877-0509. DOI 10.1016/j.procs.2018.11.110. Available from: https://ac.els-cdn.com/S1877050918323986/1-s2.0-S1877050918323986-main.pdf?_tid=a4ba8c06-ab27-49ab-b27e-28c3ef34031c&acdnat=1549358710_448d7843295e9400663948d0d99401d8

SAIFUTDINOVA, E., et al. Artifact Detection in Multichannel Sleep EEG using Random Forest Classifier. In: 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Proceedings. 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Madrid, 2018-12-03/2018-12-06. IEEE, 2018. p. 2803-2805. ISBN 978-1-5386-5488-0. DOI 10.1109/BIBM.2018.8621374. Available from: https://ieeexplore.ieee.org/document/8621374

KONRÁD, J. Transfer learning for question answering on SQuAD. In: HUSNÍK, L., ed. Proceedings of the International Student Scientific Conference Poster – 22/2018. Poster 2018, Praha, 2018-05-10. Praha: Czech Technical University in Prague, 2018. ISBN 978-80-01-06428-3.

Dissertations

KUBELKA, V. Improving perception and locomotion capabilities of mobile robots in urban search and rescue missions. Praha: Defense date 2018-11-14. PhD Thesis. ČVUT FEL, Katedra kybernetiky - Centrum strojového vnímání. Supervised by M. REINŠTEIN and T. SVOBODA.

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