13000 / 13136 - Publications - 2016

13000 / 13136 - Department of Computer Science

Publications 2016

Papers in WoS Journals

TOŽIČKA, J., et al. Privacy-Concerned Multiagent Planning. Knowledge and Information Systems. 2016, 48(3), 581-618. ISSN 0219-1377. DOI 10.1007/s10115-015-0887-7.

DURKOTA, K., et al. Case Studies of Network Defense with Attack Graph Games. IEEE Intelligent Systems. 2016, 31(5), 24-30. ISSN 1541-1672. DOI 10.1109/MIS.2016.74.

GRILL, M. and T. PEVNÝ. Learning Combination of Anomaly Detectors for Security Domain. Computer Networks. 2016, 107(1), 55-63. ISSN 1389-1286. DOI 10.1016/j.comnet.2016.05.021.

ČERNOCH, R., O. KUŽELKA, and F. ŽELEZNÝ. Polynomial and Extensible Solutions in Lock-Chart Solving. Applied Artificial Intelligence. 2016, 30(10), 923-941. ISSN 0883-9514. DOI 10.1080/08839514.2017.1279110.

TOŽIČKA, J. and A. KOMENDA. Diverse Planning for UAV Control and Remote Sensing. Sensors. 2016, 16(12), ISSN 1424-8220. DOI 10.3390/s16122199. Available from: http://www.mdpi.com/1424-8220/16/12/2199/html

JUSKO, J., et al. Using Behavioral Similarity for Botnet Command-and-Control Discovery. IEEE Intelligent Systems. 2016, 31(5), 16-22. ISSN 1541-1672. DOI 10.1109/MIS.2016.88.

KOMENDA, A., M. ŠTOLBA, and D.L. KOVACS. The International Competition of Distributed and Multiagent Planners (CoDMAP). AI Magazine. 2016, 37(3), 109-115. ISSN 0738-4602. DOI 10.21918/aimag.v37i3.2658. Available from: http://www.aimagazine-digital.org/aimagazine/fall_2016?sub_id=SAovsngGEroZ&pg=111#pg111

DRCHAL, J., M. ČERTICKÝ, and M. JAKOB. VALFRAM: Validation Framework for Activity-Based Models. Journal of Artificial Societies and Social Simulation. 2016, 5(19(3)), ISSN 1460-7425. DOI 10.18564/jasss.3127.

PEVNÝ, T. Loda: Lightweight on-line detector of anomalies. Machine Learning. 2016, 102(2), 275-304. ISSN 0885-6125. DOI 10.1007/s10994-015-5521-0.

Patents

Cisco Technology, Inc. Events from network flows. Inventors: G. ŠOUREK, et al. United States. Patent US 9374383 B2. 2016-06-21. Available from: https://www.google.com/patents/US20160112442?hl=cs

Papers in Other Journals

ČEMUS, K. and T. ČERNÝ. Automated Extraction of Business Documentation in Enterprise Information Systems. ACM SIGAPP Applied Computing Review. 2016, 16(4), 5-13. ISSN 1559-6915.

FESL, J., et al. New Approach for Virtual Machines Consolidation In Heterogeneous Computing Systems. International Journal of Hybrid Information Technology. 2016, 9(12), 321-332. ISSN 1738-9968. DOI 10.14257/ijhit.2016.9.12.29.

CHLUMECKÝ, M., M. TESAR, and J. BUCHTELE. Ascertaining of Evapotranspiration Series by Optimized Rainfall-Runoff Model. Boletin Geologico y Minero. 2016, 129(3), 487-497. ISSN 0366-0176.

FESL, J., et al. CloudEVBench – Virtualization Technology Efficiency Testing Tool for the Distributed Infrastructures. International Journal of Grid and Distributed Computing. 2016, 9(8), 249-260. ISSN 2005-4262. DOI 10.14257/ijgdc.2016.9.8.22.

MALINSKÝ, R. and I. JELÍNEK. The Application of Modern Webometric Methods on the Evaluation of Trends in the Social Network Sphere. IADIS International Journal on WWW/Internet. 2016, 14(2), 58-71. ISSN 1645-7641.

PADEN, B, et al. A Survey of Motion Planning and Control Techniques for Self-Driving Urban Vehicles. IEEE Transactions on Intelligent Vehicles. 2016, 1(1), 33-55. ISSN 2379-8858. DOI 10.1109/TIV.2016.2578706.

Books, Book Chapters and Lecture Notes

SCHAEFER, M., et al. Multi-Agent Traffic Simulation for Development and Validation of Autonomic Car-to-Car Systems. In: MCCLUSKEY, T.L., et al., eds. Autonomic Road Transport Support Systems. Boston: Birkhaeuser, 2016. p. 165-180. ISBN 978-3-319-25806-5. DOI 10.1007/978-3-319-25808-9_10.

ČERTICKÝ, M., M. JAKOB, and R. PÍBIL. Simulation Testbed for Autonomic Demand-Responsive Mobility Systems. In: MCCLUSKEY, T.L., et al., eds. Autonomic Road Transport Support Systems. Boston: Birkhaeuser, 2016. p. 147-164. ISBN 978-3-319-25806-5. DOI 10.1007/978-3-319-25808-9_9.

Conference Proceedings

PEVNÝ, T., et al. Malicons: Detecting Payload in Favicons. In: Media Watermarking, Security, and Forensics 2016. IS&T International Symposium on Electronic Imaging 2016 Media Watermarking, Security, and Forensics 2016, San Francisco, 2016-02-14/2016-02-18. Society for Imaging Science and Technology, 2016. ISSN 2470-1173. DOI 10.2352/ISSN.2470-1173.2016.8.MWSF-079.

ANDĚL, M. Towards Formal Interpretation of Linear Models Learnt from Genome-wide Data. In: HUSNÍK, L., ed. Proceedings of the 20th International Scientific Student Conferenece POSTER 2016. 20th International Student Conference on Electrical Engineering, Praha, 2016-05-24. Praha: Czech Technical University in Prague, 2016. p. 1-4. ISBN 978-80-01-05950-0.

ČERMÁK, J., et al. Using Correlated Strategies for Computing Stackelberg Equilibria in Extensive-form Games. In: AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence. The Thirtieth AAAI Conference on Artificial Intelligence, Phoenix, 2016-02-12/2016-02-17. Menlo Park: AAAI Press, 2016. p. 439-445. ISBN 978-1-57735-760-5.

ČERNÝ, L., P. ČÍŽEK, and J. FAIGL. On Evaluation of Motion Gaits Energy Efficiency with a Hexapod Crawling Robot. In: Acta Polytechnica CTU Proceedings. Student Conference on Planning in Artificial Intelligence and Robotics, Deggendorf, 2016-09-18. Praha: CTU. Czech Technical University Publishing House, 2016. p. 6-10. ISSN 2336-5382. ISBN 978-80-01-06022-3. DOI 10.14311/APP.2016.6.0006.

KOMÁREK, T., M. GRILL, and T. PEVNÝ. Passive NAT Detection Using HTTP Access Logs. In: 2016 IEEE International Workshop on Information Forensics and Security. The 8th IEEE International Workshop on Information Forensics and Security, Abu Dhabi, 2016-12-04/2016-12-07. IEEE, 2016. ISSN 2157-4774. ISBN 978-1-5090-1138-4. DOI 10.1109/WIFS.2016.7823896. Available from: http://ieeexplore.ieee.org/document/7823896/

ČÍŽEK, P. and J. FAIGL. On Localization and Mapping with RGB-D Sensor and Hexapod Walking Robot in Rough Terrains. In: Proceedings of 2016 IEEE International Conference on Systems, Man, and Cybernetics. 2016 IEEE International Conference on Systems, Man, and Cybernetics, Budapest, 2016-10-09/2016-10-12. IEEE, 2016. ISBN 978-1-5090-1897-0.

ŠEBEK, J., T. ČERNÝ, and K. RICHTA. Adaptive Application Structure Design for Java EE Applications. In: Proceedings of the 2016 Research in Adaptive and Convergent Systems. Research in Adaptive and Convergent Systems, Odense, 2016-10-11/2016-10-14. New York: ACM, 2016. p. 159-164. ISBN 978-1-4503-4455-5. DOI 10.1145/2987386.2987417.

ČERNÝ, T. and M.J. DONAHOO. Survey on Concern Separation in Service Integration. In: FREIVALDS, R.M., G. ENGELS, and B. CATANIA, eds. Proceedings of the 42nd International Conference on Current Trends in Theory and Practice of Computer Science (SOSFEM 2016). 42nd International Conference on Current Trends in Theory and Practice of Computer Science, Harrachov, 2016-01-23/2016-01-28. Berlin: Springer, 2016. p. 518-531. ISSN 0302-9743. ISBN 978-3-662-49191-1. DOI 10.1007/978-3-662-49192-8_42.

MALINKA, F. Proposal For a Finding Consensus Among Discriminative Motifs in the Task of mRNA Localization in Drosophila melanogaster. In: HUSNÍK, L., ed. Proceedings of the 20th International Scientific Student Conferenece POSTER 2016. 20th International Student Conference on Electrical Engineering, Praha, 2016-05-24. Praha: Czech Technical University in Prague, 2016. p. 1-4. ISBN 978-80-01-05950-0. Available from: http://radio.feld.cvut.cz/conf/poster/proceedings/Section_ICS/ICS_089_Malinka.pdf

ČÁP, M., J. GREGORIE, and E. FRAZZOLI. Provably safe and deadlock-free execution of multi-robot plans under delaying disturbances. In: Intelligent Robots and Systems (IROS), 2016 IEEE/RSJ International Conference on. 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, Daejeon, 2016-10-09/2016-10-14. Piscataway: IEEE, 2016. p. 5113-5118. ISSN 2153-0866. ISBN 978-1-5090-3762-9. DOI 10.1109/IROS.2016.7759750. Available from: http://ieeexplore.ieee.org/document/7759750/

MILIČKA, P., P. ČÍŽEK, and J. FAIGL. On Chaotic Oscillator-based Central Pattern Generator for Motion Control of Hexapod Walking Robot. In: ITAT 2016: Information Technologies - Applications and Theory: Conference on Theory and Practice of Information Technologies. ITAT 2016 - Informačné technológie - Aplikácie a teória, Tatranské Matliare, 2016-09-15/2016-09-19. Luxemburg: CreateSpace Independent Publishing Platform, 2016. p. 131-137. ISBN 978-1-5370-1674-0.

ŠTOLBA, M., D. FIŠER, and A. KOMENDA. Potential Heuristics for Multi-Agent Planning. In: Proceedings International Conference on Automated Planning and Scheduling. 26th International Conference on Automated Planning and Scheduling, London, 2016-06-12/2016-06-17. Menlo Park: AAAI Press, 2016. p. 308-316. ISSN 2334-0835.

ŠTOLBA, M. and A. KOMENDA. Computing Multi-Agent Heuristics Additively. In: KOMENDA, A. and G. SHANI, eds. Proceedings of the 4th Workshop on Distributed and Multi-Agent Planning (DMAP-16). Workshop on Distributed and Multi-Agent Planning, London, 2016-06-14. Praha: Czech Technical University in Prague, 2016. p. 89-97.

LOKOČ, J., et al. k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach. In: CHAU, M., G.A. WANG, and H. CHEN, eds. Intelligence and Security Informatics. 11th Pacific Asia Workshop on Intelligence and Security Informatics, Aucklend, 2016-04-19. Düsseldorf: Springer VDI Verlag, 2016. p. 131-145. ISSN 0302-9743. ISBN 978-3-319-31862-2. DOI 10.1007/978-3-319-31863-9_10.

MALINSKÝ, R. and I. JELÍNEK. The Evaluation of Node's Power in the Social Network Sphere. In: ISAÍAS, P., ed. Proceedings of the 15th International Conference WWW/INTERNET 2016. 15th International Conference on WWW/INTERNET 2016, Mannheim, 2016-10-28/2016-10-30. Lisboa: IADIS Press, 2016. p. 136-142. ISBN 978-989-8533-57-9.

STEJSKAL, M., J. MRVA, and J. FAIGL. Road Following with Blind Crawling Robot. In: IEEE International Conference on Robotics and Automation. Stockholm, 2016-05-16/2016-05-21. Budapešť: Institute of Electrical and Electronics Engineers Inc., 2016. p. 3612-3617. ISSN 1050-4729. ISBN 978-1-4673-8026-3. DOI 10.1109/ICRA.2016.7487544.

KAFKA, P., J. FAIGL, and P. VÁŇA. Random Inspection Tree Algorithm in Visual Inspection with a Realistic Sensing Model and Differential Constraints. In: IEEE International Conference on Robotics and Automation. Stockholm, 2016-05-16/2016-05-21. Budapešť: Institute of Electrical and Electronics Engineers Inc., 2016. p. 2782-2787. ISSN 1050-4729. ISBN 978-1-4673-8026-3. DOI 10.1109/ICRA.2016.7487440.

BARTOŠ, K., M. SOFKA, and V. FRANC. Optimized Invariant Representation of Network Traffic for Detecting Unseen Malware Variants. In: Proceedings of the 25th USENIX Security Symposium. 25th USENIX Security Symposium, Austin, Texas, 2016-08-10/2016-08-12. The USENIX Association, 2016. p. 807-822. ISBN 978-1-931971-32-4. Available from: https://www.usenix.org/system/files/conference/usenixsecurity16/sec16_paper_bartos.pdf

ČEMUS, K. Context-aware Input Validation in Information Systems. In: HUSNÍK, L., ed. Proceedings of the 20th International Scientific Student Conferenece POSTER 2016. 20th International Student Conference on Electrical Engineering, Praha, 2016-05-24. Praha: Czech Technical University in Prague, 2016. p. 1-5. ISBN 978-80-01-05950-0.

ČÍŽEK, P., J. FAIGL, and D. MASRI. Low-Latency Image Processing for Vision-Based Navigation Systems. In: IEEE International Conference on Robotics and Automation. Stockholm, 2016-05-16/2016-05-21. Budapešť: Institute of Electrical and Electronics Engineers Inc., 2016. p. 781-786. ISSN 1050-4729. ISBN 978-1-4673-8026-3. DOI 10.1109/ICRA.2016.7487207.

ČEMUS, K. and T. ČERNÝ. Business Documentation Derivation from Aspect-driven Enterprise Information Systems. In: Proceedings of the 2016 Research in Adaptive and Convergent Systems. Research in Adaptive and Convergent Systems, Odense, 2016-10-11/2016-10-14. New York: ACM, 2016. p. 153-158. ISBN 978-1-4503-4455-5. DOI 10.1145/2987386.2987402.

ČEMUS, K., et al. Aspect, Rich, and Anemic Domain Models in Enterprise Information Systems. In: FREIVALDS, R.M., G. ENGELS, and B. CATANIA, eds. Proceedings of the 42nd International Conference on Current Trends in Theory and Practice of Computer Science (SOSFEM 2016). 42nd International Conference on Current Trends in Theory and Practice of Computer Science, Harrachov, 2016-01-23/2016-01-28. Berlin: Springer, 2016. p. 445-456. ISSN 0302-9743. ISBN 978-3-662-49191-1. DOI 10.1007/978-3-662-49192-8_36.

KLÉMA, J., F. MALINKA, and F. ŽELEZNÝ. Semantic Biclustering: A New Way to Analyze and Interpret Gene Expression Data. In: Bioinformatics Research and Applications. 12th International Symposium on Bioinformatics Research and Applications (ISBRA), Minsk, 2016-06-05/2016-06-08. Heidelberg: Springer, 2016. p. 332-333. ISSN 0302-9743. ISBN 978-3-319-38781-9. DOI 10.1007/978-3-319-38782-6.

ŠEBEK, J. Utilization Aspect Oriented Approach and Local Data in the Development of Adaptive User Interface for Android. In: HUSNÍK, L., ed. Proceedings of the 20th International Scientific Student Conferenece POSTER 2016. 20th International Student Conference on Electrical Engineering, Praha, 2016-05-24. Praha: Czech Technical University in Prague, 2016. ISBN 978-80-01-05950-0. Available from: http://radio.feld.cvut.cz/conf/poster/proceedings/Section_ICS/ICS_061_Sebek.pdf

FRAJTÁK, K., M. BUREŠ, and I. JELÍNEK. Model–Based Testing and Exploratory Testing: Is Synergy Possible?. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 329-334. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740354.

VÁŇA, P. and J. FAIGL. The Dubins Traveling Salesman Problem with Constrained Collecting Maneuvers. In: Acta Polytechnica CTU Proceedings. Student Conference on Planning in Artificial Intelligence and Robotics, Deggendorf, 2016-09-18. Praha: CTU. Czech Technical University Publishing House, 2016. p. 34-39. ISSN 2336-5382. ISBN 978-80-01-06022-3. DOI 10.14311/APP.2016.6.0034.

ŠOUREK, G., et al. Lifted Relational Neural Networks. In: Cognitive Computation 2015. Neural Information Processing Systems (NIPS) Workshop on Cognitive Computation, Montreal, 2015-12-11/2015-12-12. Aachen: CEUR Workshop Proceedings, 2016. ISSN 1613-0073.

ŠEBEK, J. and T. ČERNÝ. AOP-based Approach for Local Data Management in Adaptive Interfaces. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 120-124. ISSN 2473-0122. ISBN 978-1-5090-3765-0.

ŠTOLBA, M., J. TOŽIČKA, and A. KOMENDA. Secure Multi-Agent Planning. In: Proceedings of the 1st International Workshop on AI for Privacy and Security. 1st International Workshop on AI for Privacy and Security, Hague, 2016-08-29/2016-08-30. New York: ACM, 2016. ISBN 978-1-4503-4304-6. DOI 10.1145/2970030.2970042.

TOŽIČKA, J., J. JAKUBŮV, and A. KOMENDA. From Public Plans to Global Solutions in Multiagent Planning. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 13th European Conference on Multi-Agent Systems, Athens, 2015-12-17/2015-12-18. Heidelberg: Springer, 2016. p. 21-33. ISSN 0302-9743. ISBN 978-3-319-33508-7. DOI 10.1007/978-3-319-33509-4_2.

RYŠAVÝ, P. and F. ŽELEZNÝ. Estimating Sequence Similarity from Read Sets for Clustering Sequencing Data. In: BOSTROM, H., et al., eds. ADVANCES IN INTELLIGENT DATA ANALYSIS XV - Lecture Notes in Computer Science. The 15th International Symposium on Intelligent Data Analysis, Stockholm, 2016-10-13/2016-10-15. Wien: Springer, 2016. p. 204-214. ISSN 0302-9743. ISBN 978-3-319-46348-3. DOI 10.1007/978-3-319-46349-0_18.

BAYER, J., P. ČÍŽEK, and J. FAIGL. On Construction of a Reliable Ground Truth for Evaluation of Visual SLAM Algorithms. In: Acta Polytechnica CTU Proceedings. Student Conference on Planning in Artificial Intelligence and Robotics, Deggendorf, 2016-09-18. Praha: CTU. Czech Technical University Publishing House, 2016. p. 1-5. ISSN 2336-5382. ISBN 978-80-01-06022-3. DOI 10.14311/APP.2016.6.0001.

FISCHER, T., et al. Stereo Vision-Based Localization for Hexapod Walking Robots Operating in Rough Terrains. In: Intelligent Robots and Systems (IROS), 2016 IEEE/RSJ International Conference on. 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, Daejeon, 2016-10-09/2016-10-14. Piscataway: IEEE, 2016. p. 2492-2497. ISSN 2153-0866. ISBN 978-1-5090-3762-9. DOI 10.1109/IROS.2016.7759388. Available from: http://ieeexplore.ieee.org/document/7759388/

ČERNÝ, T., M. TRNKA, and M.J. DONAHOO. Towards Shared Security through Distributed Separation of Concerns. In: Proceedings of the 2016 Research in Adaptive and Convergent Systems. Research in Adaptive and Convergent Systems, Odense, 2016-10-11/2016-10-14. New York: ACM, 2016. p. 169-172. ISBN 978-1-4503-4455-5. DOI 10.1145/2987386.2987394.

ANDĚL, M., P. STRNAD, and J. KLÉMA. miXGENE: an Effective Public Tool for Integrative Analysis of High-throuhput Omics Data. In: BIELIKOVÁ, M and I SRBA, eds. Proceedings in Informatics and Information Technologies - (WIKT & DaZ 2016) 11th Workshop on Intelligent and Knowledge Oriented Technologies 35th Conference on Data and Knowledge. WIKT a Data a Znalosti 2016, Smolenice, 2016-11-03/2016-11-04. Bratislava: Vydavatel'stvo STU, 2016. p. 271-274. ISBN 978-80-227-4619-9. Available from: https://wikt-daz2016.fiit.stuba.sk/wp-content/uploads/2016/11/WIKT-DaZ-2016_Proceedings.pdf

FESL, J., Martin MOOS, and Petr ŠIMEK. Metabolite Mapper (M2): New Processing-miningplatform for High Resolution Mass Spectral Metabolomic "Big Data". In: Sborník příspěvků z 5. konference České společnosti pro hmotnostní spektrometrii. 5. konference České společnosti pro hmotnostní spektrometrii, České Budějovice, 2016-04-13/2016-04-15. Česká společnost pro hmotnostní spektrometrii, 2016. p. 28. ISBN 978-80-905045-6-1.

DRCHAL, J., M. ČERTICKÝ, and M. JAKOB. Data Driven Validation Framework for Multi-agent Activity-based Models. In: Proceedings of Multi-Agent-Based Simulation Workshop. Multi-Agent-Based Simulation workshop, Istambul, 2015-05-05. New York: ACM, 2016. ISBN 978-3-319-31446-4. DOI 10.1007/978-3-319-31447-1_4.

PLUSKAL, O. and J. KLÉMA. Action Based Feature Extraction from User Logs. In: BALCAN, M.F. and K.Q. WEINBERGER, eds. Proceedings of The 33rd International Conference on Machine Learning. ICML 2016 Workshop on Computational Frameworks for Personalization, New York, 2016-06-24. Brookline: Microtome Publishing, 2016. 48. ISSN 1532-4435.

BUREŠ, M. and M. FILIPSKÝ. SmartDriver: Extension of Selenium WebDriver to Create More Efficient Automated Tests. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 319-322. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740370.

ŠTOLBA, M., J. TOŽIČKA, and A. KOMENDA. Secure Multi-Agent Planning Algorithms. In: Proceedings of the 22nd European Conference on Artificial Intelligence. 22nd European Conference on Artificial Intelligence, Hague, 2016-08-29/2016-09-02. Berlin: ECAI European Conference on Artificial Inteligence, 2016. p. 1714-1715. ISSN 0922-6389. ISBN 978-1-61499-671-2. DOI 10.3233/978-1-61499-672-9-1714.

FESL, J., et al. Virtuální paralelní infrastruktury pro velká data v metabolomice. In: ČECH, P. and D. SVOZIL, eds. Konferenční sborník ENBIK 2016. ENBIK 2016 - Národní bioinformatická konference, Loučeň, 2016-06-16/2016-06-15. Praha: Vysoká škola chemicko-technologická v Praze. Centrální laboratoře, 2016. ISBN 978-80-7080-960-0.

DUBAN, R., et al. Tokamak GOLEM for fusion education - chapter 7. In: europhysics conference abstracts. 43rd EPS Conference on Plasma Physics, Leuven, 2016-07-04/2016-07-08. Mulhouse: European Physical Society, 2016. europhysics conference abstracts. vol. 40A.

HORÁK, K. and B. BOŠANSKÝ. A Point-Based Approximate Algorithm for One-Side Partially Observable Pursuit-Evasion Games. In: ZHU, Q., et al., eds. Decision and Game Theory for Security. 7th Conference on Decision and Game Theory for Security, New York, 2016-11-02/2016-11-04. Basel: Springer, 2016. p. 435-454. ISSN 0302-9743. ISBN 978-3-319-47412-0. DOI 10.1007/978-3-319-47413-7_25.

TRNKA, M. and T. ČERNÝ. On security level usage in context-aware role-based access control. In: Proceedings of the 31st ACM Symposium on Applied Computing (EADD Track). Enterprise Application Development and Design (EADD - ACM SAC 2016), Pisa, 2016-04-04/2016-04-08. New York: ACM, 2016. p. 1192-1195. ISBN 978-1-4503-3739-7. DOI 10.1145/2851613.2851664. Available from: http://dl.acm.org/citation.cfm?id=2851664

TOMÁŠEK, M. and T. ČERNÝ. Context-Aware User Interface Field Classification. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 130-134. ISSN 2473-0122. ISBN 978-1-5090-3765-0.

ČEMUS, K., et al. Distributed Multi-platform Context-aware User Interface for Information Systems. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 172-175. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740327.

BRABEC, Z., T. ČERNÝ, and J. ŠEBEK. On Metadata Extension to Derive Data Presentations with Angular 2. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 183-186. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740358.

ANDĚL, M. and J. KLÉMA. Predikce toxicity nanočástic. In: ČECH, P. and D. SVOZIL, eds. Konferenční sborník ENBIK 2016. ENBIK 2016 - Národní bioinformatická konference, Loučeň, 2016-06-16/2016-06-15. Praha: Vysoká škola chemicko-technologická v Praze. Centrální laboratoře, 2016. p. 23-24. ISBN 978-80-7080-960-0.

DOLGIKH, D. and I. JELÍNEK. Graph-based Rating Prediction using Eigenvector Centrality. In: FRED, A., et al., eds. Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR. 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Porto, 2016-11-09/2016-11-11. Porto: SciTePress - Science and Technology Publications, 2016. p. 228-233. Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. vol. 1. ISBN 978-989-758-203-5. DOI 10.5220/0006044902280233.

ŠTOLBA, M., A. KOMENDA, and D.L. KOVACS. Competition of Distributed and Multiagent Planners (CoDMAP). In: AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence. The Thirtieth AAAI Conference on Artificial Intelligence, Phoenix, 2016-02-12/2016-02-17. Menlo Park: AAAI Press, 2016. p. 4343-4345. ISBN 978-1-57735-760-5.

FAIGL, J. On Self-Organizing Map and Rapidly-Exploring Random Graph in Multi-Goal Planning. In: KACPRZYK, J., ed. Proceedings of the 11th Workshop on Self-Organizicng Maps - Advances in Intelligent Systems and Computing. 11th Workshop on Self-Organizing Maps, Houston, 2016-01-06/2016-01-08. Heidelberg: Springer, 2016. p. 143-153. ISSN 2194-5357. ISBN 978-3-319-28517-7. DOI 10.1007/978-3-319-28518-4_12.

TRNKA, M. and T. ČERNÝ. Identity Management of Devices in Internet of Things Environment. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 307-310. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740343.

MALINKA, F., J. KLÉMA, and F. ŽELEZNÝ. Sémantická dvojshluková analýza dat genové exprese. In: ČECH, P. and D. SVOZIL, eds. Konferenční sborník ENBIK 2016. ENBIK 2016 - Národní bioinformatická konference, Loučeň, 2016-06-16/2016-06-15. Praha: Vysoká škola chemicko-technologická v Praze. Centrální laboratoře, 2016. ISBN 978-80-7080-960-0.

PLUSKAL, O. Predicting Time of Purchase in Games with Microtransactions. In: HUSNÍK, L., ed. Proceedings of the 20th International Scientific Student Conferenece POSTER 2016. 20th International Student Conference on Electrical Engineering, Praha, 2016-05-24. Praha: Czech Technical University in Prague, 2016. p. 1-5. ISBN 978-80-01-05950-0.

RYŠAVÝ, F., T. ČERNÝ, and M. TOMÁŠEK. Aspect-Oriented User Interfaces Design Integration to Angular 2 Framework. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 187-189. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740314.

ŠEBEK, J. and K. RICHTA. Usage of Aspect-Oriented Programming in Adaptive Application Structure. In: New Trends in Databases and Information Systems. 20th East-European Conference on Advances in Databases and Information Systems, Praha, 2016-08-28/2016-08-31. Wien: Springer, 2016. p. 217-222. 637. ISSN 1865-0929. ISBN 978-3-319-44065-1. DOI 10.1007/978-3-319-44066-8_22.

TOŽIČKA, J., J. JAKUBŮV, and A. KOMENDA. Recursive Reductions of Internal Dependencies in Multiagent Planning. In: HERIK, J. and J. FILIPE, eds. Proceedings of the 8th International Conference on Agents and Artificial Intelligence. 8th International Conference on Agents and Artificial Intelligence, Rome, 2016-02-24/2016-02-26. Porto: SciTePress - Science and Technology Publications, 2016. p. 181-191. ISBN 978-989-758-172-4.

ČECH, Přemysl, et al. Feature Extraction and Malware Detection on Large HTTPS Data Using MapReduce. In: GOOS, G., J. HARTMANIS, and J. VAN LEEUWEN, eds. Similarity Search and Applications. 9th International Conference on Similarity Search and Applications, Tokio, 2016-10-24/2016-10-26. Basel: Springer, 2016. p. 311-324. 9939. ISSN 0302-9743. ISBN 978-3-319-46758-0. DOI 10.1007/978-3-319-46759-7_24.

TOŽIČKA, J., et al. Recursive Polynomial Reductions for Classical Planning. In: Proceedings International Conference on Automated Planning and Scheduling. 26th International Conference on Automated Planning and Scheduling, London, 2016-06-12/2016-06-17. Menlo Park: AAAI Press, 2016. p. 317-325. ISSN 2334-0835.

FAIGL, J. and P. VÁŇA. Self-Organizing Map for the Curvature-Constrained Traveling Salesman Problem. In: ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT II. 25th International Conference on Artificial Neural Networks and Machine Learning, Barcelona, 2016-09-06/2016-09-09. Düsseldorf: Springer VDI Verlag, 2016. p. 497-505. ISSN 0302-9743. ISBN 978-3-319-44780-3. DOI 10.1007/978-3-319-44781-0_59.

ŠTOLBA, M., J. TOŽIČKA, and A. KOMENDA. Quantifying Privacy Leakage in Multi-Agent Planning. In: KOMENDA, A. and G. SHANI, eds. Proceedings of the 4th Workshop on Distributed and Multi-Agent Planning (DMAP-16). Workshop on Distributed and Multi-Agent Planning, London, 2016-06-14. Praha: Czech Technical University in Prague, 2016. p. 80-88.

FAIGL, J. and P. VÁŇA. Self-Organizing Map for Data Collection Planning in Persistent Monitoring with Spatial Correlations. In: Proceedings of 2016 IEEE International Conference on Systems, Man, and Cybernetics. 2016 IEEE International Conference on Systems, Man, and Cybernetics, Budapest, 2016-10-09/2016-10-12. IEEE, 2016. ISBN 978-1-5090-1897-0.

Research Reports

KLÉMA, J., M. ANDĚL, and O. VOTAVA. Zefektivnění veřejného systému miXGENE pro integrativní analýzu molekulárních dat. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2016. Report no. 8301661C000.

DURKOTA, K., et al. Game-theoretic Analysis of Detecting Data Exfiltration. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 032017.

KOPŘIVA, Š. and M. PĚCHOUČEK. Next generation services XPlanning 3. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 8301630C002.

ŽELEZNÝ, F. CISCO Networks Data Analysis: Progress Report on Wrapping up the Event Construction Method. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2016. Report no. 2.

KOPŘIVA, Š. and M. PĚCHOUČEK. Next generation services XPlanning 2. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 8301630C001.

ŽELEZNÝ, F. CISCO Networks Data Analysis: Progress Report on Neural-Symbolic Learning Application. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2016. Report no. 3.

ŽELEZNÝ, F. Master Key Systems Calculation for Assa Abloy Belgium (Litto). [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2016. Report no. 1.

DRCHAL, J., J. MRKOS, and M. JAKOB. Data-driven Models for Taxi Matchmaking. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 8301640.

KUBR, J., O. MACEK, and P. STRNAD. Analytický model perspektivy umístění vinařství s ohledem na probíhající klimatické změny. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 2015070038.

KOPŘIVA, Š. and M. PĚCHOUČEK. Next generation services XPlanning 1. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 8301630C000.

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Publications 2016

Papers in WoS Journals

BOŠANSKÝ, B., et al. Algorithms for computing strategies in two-player simultaneous move games. Artificial Intelligence. 2016, 237 1-40. ISSN 0004-3702. DOI 10.1016/j.artint.2016.03.005.

DURKOTA, K., et al. Case Studies of Network Defense with Attack Graph Games. IEEE Intelligent Systems. 2016, 31(5), 24-30. ISSN 1541-1672. DOI 10.1109/MIS.2016.74.

GRILL, M. and T. PEVNÝ. Learning Combination of Anomaly Detectors for Security Domain. Computer Networks. 2016, 107(1), 55-63. ISSN 1389-1286. DOI 10.1016/j.comnet.2016.05.021.

EGAN, M. and M. JAKOB. Market Mechanism Design for Profitable On-Demand Transport Services. Transportation Research Part B: Methodological. 2016, 89(1), 178-195. ISSN 0191-2615. DOI 10.1016/j.trb.2016.04.020.

TOŽIČKA, J. and A. KOMENDA. Diverse Planning for UAV Control and Remote Sensing. Sensors. 2016, 16(12), ISSN 1424-8220. DOI 10.3390/s16122199. Available from: http://www.mdpi.com/1424-8220/16/12/2199/html

JUSKO, J., et al. Using Behavioral Similarity for Botnet Command-and-Control Discovery. IEEE Intelligent Systems. 2016, 31(5), 16-22. ISSN 1541-1672. DOI 10.1109/MIS.2016.88.

KOMENDA, A., M. ŠTOLBA, and D.L. KOVACS. The International Competition of Distributed and Multiagent Planners (CoDMAP). AI Magazine. 2016, 37(3), 109-115. ISSN 0738-4602. DOI 10.21918/aimag.v37i3.2658. Available from: http://www.aimagazine-digital.org/aimagazine/fall_2016?sub_id=SAovsngGEroZ&pg=111#pg111

DRCHAL, J., M. ČERTICKÝ, and M. JAKOB. VALFRAM: Validation Framework for Activity-Based Models. Journal of Artificial Societies and Social Simulation. 2016, 5(19(3)), ISSN 1460-7425. DOI 10.18564/jasss.3127.

Patents

Cisco Technology, Inc. Events from network flows. Inventors: G. ŠOUREK, et al. United States. Patent US 9374383 B2. 2016-06-21. Available from: https://www.google.com/patents/US20160112442?hl=cs

Papers in Other Journals

FAIGL, J. An Application of Self-Organizing Map for Multirobot Multigoal Path Planning with Minmax Objective. Computational Intelligence and Neuroscience. 2016, 2016 ISSN 1687-5273. DOI 10.1155/2016/2720630. Available from: https://www.hindawi.com/journals/cin/2016/2720630/

PADEN, B, et al. A Survey of Motion Planning and Control Techniques for Self-Driving Urban Vehicles. IEEE Transactions on Intelligent Vehicles. 2016, 1(1), 33-55. ISSN 2379-8858. DOI 10.1109/TIV.2016.2578706.

Books, Book Chapters and Lecture Notes

GARCÍA, S. and M. PĚCHOUČEK, eds. Detecting the Behavioral Relationships of Malware Connections. New York: ACM, 2016. ISBN 978-1-4503-4304-6. Available from: http://dl.acm.org/citation.cfm?id=2970038

KOMENDA, A. and G. SHANI, eds. Proceedings of the 4th Workshop on Distributed and Multi-Agent Planning (DMAP-16). London, 2016-06-14. Praha: Czech Technical University in Prague, 2016. Available from: http://icaps16.icaps-conference.org/proceedings/dmap16.pdf

Conference Proceedings

LUKAČEVIČ, J., et al. THE PREDATOR (PRESSURE DIFFERENCE DEPENDENCY ON ALTITUDE VERIFICATOR) EXPERIMENT. In: 67th International Astronautical Congress. 67th International Astronautical Congresshttps://www.iac2016.org, Guadalajara, 2016-09-26/2016-09-30. International Astronautical Federation, 2016. Available from: http://iafastro.directory/iac/archive/browse/IAC-16/E2/2/34258/

ČERMÁK, J., et al. Using Correlated Strategies for Computing Stackelberg Equilibria in Extensive-form Games. In: AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence. The Thirtieth AAAI Conference on Artificial Intelligence, Phoenix, 2016-02-12/2016-02-17. Menlo Park: AAAI Press, 2016. p. 439-445. ISBN 978-1-57735-760-5.

ČERNÝ, L., P. ČÍŽEK, and J. FAIGL. On Evaluation of Motion Gaits Energy Efficiency with a Hexapod Crawling Robot. In: Acta Polytechnica CTU Proceedings. Student Conference on Planning in Artificial Intelligence and Robotics, Deggendorf, 2016-09-18. Praha: CTU. Czech Technical University Publishing House, 2016. p. 6-10. ISSN 2336-5382. ISBN 978-80-01-06022-3. DOI 10.14311/APP.2016.6.0006.

FAIGL, J., R. PĚNIČKA, and G. BEST. Self-Organizing Map-based Solution for the Orienteering Problem with Neighborhoods. In: Proceedings of 2016 IEEE International Conference on Systems, Man, and Cybernetics. 2016 IEEE International Conference on Systems, Man, and Cybernetics, Budapest, 2016-10-09/2016-10-12. IEEE, 2016. ISBN 978-1-5090-1897-0.

BOERO, M., et al. MyWay Personal Mobility: From Journey Planners to Mobility Resource Management. In: Transportation Research Procedia. Transport Research Arena: TRA2016, Warsaw, 2016-04-18/2016-04-21. Lausanne: Elsevier, 2016. p. 1154-1163. ISSN 2352-1465. DOI 10.1016/j.trpro.2016.05.186.

KOMÁREK, T., M. GRILL, and T. PEVNÝ. Passive NAT Detection Using HTTP Access Logs. In: 2016 IEEE International Workshop on Information Forensics and Security. The 8th IEEE International Workshop on Information Forensics and Security, Abu Dhabi, 2016-12-04/2016-12-07. IEEE, 2016. ISSN 2157-4774. ISBN 978-1-5090-1138-4. DOI 10.1109/WIFS.2016.7823896. Available from: http://ieeexplore.ieee.org/document/7823896/

PEVNÝ, T. and Petr SOMOL. Discriminative Models for Multi-instance Problems with Tree Structure. In: Proceedings of the 2016 ACM Workshop on Artificial Intelligence and Security. 9th ACM Workshop on Artificial Intelligence and Security, Vienna, 2016-10-28. New York: ACM, 2016. p. 83-91. ISBN 978-1-4503-4573-6. DOI 10.1145/2996758.2996761.

ČÍŽEK, P. and J. FAIGL. On Localization and Mapping with RGB-D Sensor and Hexapod Walking Robot in Rough Terrains. In: Proceedings of 2016 IEEE International Conference on Systems, Man, and Cybernetics. 2016 IEEE International Conference on Systems, Man, and Cybernetics, Budapest, 2016-10-09/2016-10-12. IEEE, 2016. ISBN 978-1-5090-1897-0.

ČÁP, M., J. GREGORIE, and E. FRAZZOLI. Provably safe and deadlock-free execution of multi-robot plans under delaying disturbances. In: Intelligent Robots and Systems (IROS), 2016 IEEE/RSJ International Conference on. 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, Daejeon, 2016-10-09/2016-10-14. Piscataway: IEEE, 2016. p. 5113-5118. ISSN 2153-0866. ISBN 978-1-5090-3762-9. DOI 10.1109/IROS.2016.7759750. Available from: http://ieeexplore.ieee.org/document/7759750/

MILIČKA, P., P. ČÍŽEK, and J. FAIGL. On Chaotic Oscillator-based Central Pattern Generator for Motion Control of Hexapod Walking Robot. In: ITAT 2016: Information Technologies - Applications and Theory: Conference on Theory and Practice of Information Technologies. ITAT 2016 - Informačné technológie - Aplikácie a teória, Tatranské Matliare, 2016-09-15/2016-09-19. Luxemburg: CreateSpace Independent Publishing Platform, 2016. p. 131-137. ISBN 978-1-5370-1674-0.

ŠTOLBA, M., D. FIŠER, and A. KOMENDA. Potential Heuristics for Multi-Agent Planning. In: Proceedings International Conference on Automated Planning and Scheduling. 26th International Conference on Automated Planning and Scheduling, London, 2016-06-12/2016-06-17. Menlo Park: AAAI Press, 2016. p. 308-316. ISSN 2334-0835.

ŠTOLBA, M. and A. KOMENDA. Computing Multi-Agent Heuristics Additively. In: KOMENDA, A. and G. SHANI, eds. Proceedings of the 4th Workshop on Distributed and Multi-Agent Planning (DMAP-16). Workshop on Distributed and Multi-Agent Planning, London, 2016-06-14. Praha: Czech Technical University in Prague, 2016. p. 89-97.

LOKOČ, J., et al. k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach. In: CHAU, M., G.A. WANG, and H. CHEN, eds. Intelligence and Security Informatics. 11th Pacific Asia Workshop on Intelligence and Security Informatics, Aucklend, 2016-04-19. Düsseldorf: Springer VDI Verlag, 2016. p. 131-145. ISSN 0302-9743. ISBN 978-3-319-31862-2. DOI 10.1007/978-3-319-31863-9_10.

PABLO TORRES, PT, et al. An analysis of Recurrent Neural Networks for Botnet detection behavior. In: 2016 IEEE Biennial Congress of Argentina. Buenos Aires, 2016-06-15/2016-06-17. San Francisco: American Institute of Physics and Magnetic Society of the IEEE, 2016. ISBN 978-1-4673-9764-3. DOI 10.1109/ARGENCON.2016.7585247.

STEJSKAL, M., J. MRVA, and J. FAIGL. Road Following with Blind Crawling Robot. In: IEEE International Conference on Robotics and Automation. Stockholm, 2016-05-16/2016-05-21. Budapešť: Institute of Electrical and Electronics Engineers Inc., 2016. p. 3612-3617. ISSN 1050-4729. ISBN 978-1-4673-8026-3. DOI 10.1109/ICRA.2016.7487544.

KAFKA, P., J. FAIGL, and P. VÁŇA. Random Inspection Tree Algorithm in Visual Inspection with a Realistic Sensing Model and Differential Constraints. In: IEEE International Conference on Robotics and Automation. Stockholm, 2016-05-16/2016-05-21. Budapešť: Institute of Electrical and Electronics Engineers Inc., 2016. p. 2782-2787. ISSN 1050-4729. ISBN 978-1-4673-8026-3. DOI 10.1109/ICRA.2016.7487440.

BEST, G., J. FAIGL, and R. FITCH. Multi-Robot Path Planning for Budgeted Active Perception with Self-Organising Maps. In: Intelligent Robots and Systems (IROS), 2016 IEEE/RSJ International Conference on. 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, Daejeon, 2016-10-09/2016-10-14. Piscataway: IEEE, 2016. p. 3164-3171. ISSN 2153-0866. ISBN 978-1-5090-3762-9. DOI 10.1109/IROS.2016.7759489. Available from: http://ieeexplore.ieee.org/document/7759489/

ČÍŽEK, P., J. FAIGL, and D. MASRI. Low-Latency Image Processing for Vision-Based Navigation Systems. In: IEEE International Conference on Robotics and Automation. Stockholm, 2016-05-16/2016-05-21. Budapešť: Institute of Electrical and Electronics Engineers Inc., 2016. p. 781-786. ISSN 1050-4729. ISBN 978-1-4673-8026-3. DOI 10.1109/ICRA.2016.7487207.

GARCÍA, S. and M. PĚCHOUČEK. Detecting the Behavioral Relationships of Malware Connections. In: Proceedings of the 1st International Workshop on AI for Privacy and Security. 1st International Workshop on AI for Privacy and Security, Hague, 2016-08-29/2016-08-30. New York: ACM, 2016. ISBN 978-1-4503-4304-6. DOI 10.1145/2970030.2970038.

SELECKÝ, M. and M. ROLLO. Distributed Control of Heterogeneous Team of Autonomous UAVs. In: XPONENTIAL 2016: An AUVSI Experience. New Orleans, Louisiana, 2016-05-02/2016-05-05. Arlington: Association for Unmanned Vehicle Systems International, 2016. p. 707-716. ISBN 9781510828537.

VÁŇA, P. and J. FAIGL. The Dubins Traveling Salesman Problem with Constrained Collecting Maneuvers. In: Acta Polytechnica CTU Proceedings. Student Conference on Planning in Artificial Intelligence and Robotics, Deggendorf, 2016-09-18. Praha: CTU. Czech Technical University Publishing House, 2016. p. 34-39. ISSN 2336-5382. ISBN 978-80-01-06022-3. DOI 10.14311/APP.2016.6.0034.

BAYER, J., P. ČÍŽEK, and J. FAIGL. On Construction of a Reliable Ground Truth for Evaluation of Visual SLAM Algorithms. In: Acta Polytechnica CTU Proceedings. Student Conference on Planning in Artificial Intelligence and Robotics, Deggendorf, 2016-09-18. Praha: CTU. Czech Technical University Publishing House, 2016. p. 1-5. ISSN 2336-5382. ISBN 978-80-01-06022-3. DOI 10.14311/APP.2016.6.0001.

FISCHER, T., et al. Stereo Vision-Based Localization for Hexapod Walking Robots Operating in Rough Terrains. In: Intelligent Robots and Systems (IROS), 2016 IEEE/RSJ International Conference on. 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, Daejeon, 2016-10-09/2016-10-14. Piscataway: IEEE, 2016. p. 2492-2497. ISSN 2153-0866. ISBN 978-1-5090-3762-9. DOI 10.1109/IROS.2016.7759388. Available from: http://ieeexplore.ieee.org/document/7759388/

KER, Andrew D., T. PEVNÝ, and Patrick BAS. Rethinking Optimal Embedding. In: Proceedings of the 4th ACM Workshop on Information Hiding and Multimedia Security. 4th ACM Workshop on Information Hiding and Multimedia Security, Vigo, 2016-06-20/2016-06-22. New York: ACM, 2016. p. 93-102. ISBN 978-1-4503-4290-2. DOI 10.1145/2909827.2930797.

GARCÍA, S., MJE MARIA JOSE ERQUIAGA, and CC CARLOS CATANIA. Detecting DGA Malware traffic through Behavioral Models. In: 2016 IEEE Biennial Congress of Argentina. Buenos Aires, 2016-06-15/2016-06-17. San Francisco: American Institute of Physics and Magnetic Society of the IEEE, 2016. ISBN 978-1-4673-9764-3. DOI 10.1109/ARGENCON.2016.7585238.

VONÁSEK, V. and J. FAIGL. Evolution of multiple gaits for modular robots. In: 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016). Athens, 2016-12-06/2016-12-09. Piscataway, NJ: IEEE, 2016. p. 1-8. ISBN 978-1-5090-4240-1. DOI 10.1109/SSCI.2016.7850182. Available from: http://ssci2016.cs.surrey.ac.uk/

HORÁK, K. and B. BOŠANSKÝ. A Point-Based Approximate Algorithm for One-Side Partially Observable Pursuit-Evasion Games. In: ZHU, Q., et al., eds. Decision and Game Theory for Security. 7th Conference on Decision and Game Theory for Security, New York, 2016-11-02/2016-11-04. Basel: Springer, 2016. p. 435-454. ISSN 0302-9743. ISBN 978-3-319-47412-0. DOI 10.1007/978-3-319-47413-7_25.

VANĚK, O., et al. ARETHUS - A Decision Support Platform for Reasoning About Security. In: Proceedings of the NATO Advanced Research Workshop on Meeting Security Challenges Through Data Analytics and Decision Support. NATO Advanced Research Workshop on Meeting Security Challenges Through Data Analytics and Decision Support, Aghveran, 2015-06-01/2015-06-05. Amsterdam: IOS Press BV, 2016. p. 184-202. ISSN 1874-6268. ISBN 978-1-61499-715-3. DOI 10.3233/978-1-61499-716-0-184.

VANĚK, O., et al. Modeling Maritime Contraband Trafficking Activities with the Agent-Based Approach. In: Proceedings of the NATO Advanced Research Workshop on Meeting Security Challenges Through Data Analytics and Decision Support. NATO Advanced Research Workshop on Meeting Security Challenges Through Data Analytics and Decision Support, Aghveran, 2015-06-01/2015-06-05. Amsterdam: IOS Press BV, 2016. p. 168-183. ISSN 1874-6268. ISBN 978-1-61499-715-3. DOI 10.3233/978-1-61499-716-0-168.

ŠTOLBA, M., A. KOMENDA, and D.L. KOVACS. Competition of Distributed and Multiagent Planners (CoDMAP). In: AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence. The Thirtieth AAAI Conference on Artificial Intelligence, Phoenix, 2016-02-12/2016-02-17. Menlo Park: AAAI Press, 2016. p. 4343-4345. ISBN 978-1-57735-760-5.

ČECH, Přemysl, et al. Feature Extraction and Malware Detection on Large HTTPS Data Using MapReduce. In: GOOS, G., J. HARTMANIS, and J. VAN LEEUWEN, eds. Similarity Search and Applications. 9th International Conference on Similarity Search and Applications, Tokio, 2016-10-24/2016-10-26. Basel: Springer, 2016. p. 311-324. 9939. ISSN 0302-9743. ISBN 978-3-319-46758-0. DOI 10.1007/978-3-319-46759-7_24.

TOŽIČKA, J., et al. Recursive Polynomial Reductions for Classical Planning. In: Proceedings International Conference on Automated Planning and Scheduling. 26th International Conference on Automated Planning and Scheduling, London, 2016-06-12/2016-06-17. Menlo Park: AAAI Press, 2016. p. 317-325. ISSN 2334-0835.

FAIGL, J. and P. VÁŇA. Self-Organizing Map for the Curvature-Constrained Traveling Salesman Problem. In: ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT II. 25th International Conference on Artificial Neural Networks and Machine Learning, Barcelona, 2016-09-06/2016-09-09. Düsseldorf: Springer VDI Verlag, 2016. p. 497-505. ISSN 0302-9743. ISBN 978-3-319-44780-3. DOI 10.1007/978-3-319-44781-0_59.

ŠTOLBA, M., J. TOŽIČKA, and A. KOMENDA. Quantifying Privacy Leakage in Multi-Agent Planning. In: KOMENDA, A. and G. SHANI, eds. Proceedings of the 4th Workshop on Distributed and Multi-Agent Planning (DMAP-16). Workshop on Distributed and Multi-Agent Planning, London, 2016-06-14. Praha: Czech Technical University in Prague, 2016. p. 80-88.

FAIGL, J. and P. VÁŇA. Self-Organizing Map for Data Collection Planning in Persistent Monitoring with Spatial Correlations. In: Proceedings of 2016 IEEE International Conference on Systems, Man, and Cybernetics. 2016 IEEE International Conference on Systems, Man, and Cybernetics, Budapest, 2016-10-09/2016-10-12. IEEE, 2016. ISBN 978-1-5090-1897-0.

Research Reports

DURKOTA, K., et al. Game-theoretic Analysis of Detecting Data Exfiltration. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 032017.

KUNGURTSEV, V. and T. PEVNÝ. Algorithms for Solving Optimization Problems Arsing from Deep Neural Net Models: Smooth Problems. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 8301351C006.

KOPŘIVA, Š. and M. PĚCHOUČEK. Next generation services XPlanning 3. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 8301630C002.

KOPŘIVA, Š. and M. PĚCHOUČEK. Next generation services XPlanning 2. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 8301630C001.

GARCÍA, S. Cisco Security Projects Activity Report. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 8301351C008.

DRCHAL, J., J. MRKOS, and M. JAKOB. Data-driven Models for Taxi Matchmaking. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 8301640.

KOPŘIVA, Š. and M. PĚCHOUČEK. Next generation services XPlanning 1. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 8301630C000.

13136 / 13143 - Intelligent Data Analysis

Publications 2016

Papers in WoS Journals

ČERNOCH, R., O. KUŽELKA, and F. ŽELEZNÝ. Polynomial and Extensible Solutions in Lock-Chart Solving. Applied Artificial Intelligence. 2016, 30(10), 923-941. ISSN 0883-9514. DOI 10.1080/08839514.2017.1279110.

BELIČKOVÁ, M., et al. Up-regulation of ribosomal genes is associated with a poor response to azacitidine in myelodysplasia and related neoplasms. International Journal of Hematology. 2016, 32(168), 566-573. ISSN 0925-5710. DOI 10.1007/s12185-016-2058-3.

LÍBALOVÁ, H., et al. Comparative Analysis of Toxic Responses of Organic Extracts from Diesel and Selected Alternative Fuels Engine Emissions in Human Lung BEAS-2B Cells. International Journal of Molecular Sciences. 2016, 17(11), ISSN 1422-0067. DOI 10.3390/ijms17111833. Available from: http://www.mdpi.com/1422-0067/17/11/1833/htm

Patents

Cisco Technology, Inc. Events from network flows. Inventors: G. ŠOUREK, et al. United States. Patent US 9374383 B2. 2016-06-21. Available from: https://www.google.com/patents/US20160112442?hl=cs

Conference Proceedings

MALINKA, F. Proposal For a Finding Consensus Among Discriminative Motifs in the Task of mRNA Localization in Drosophila melanogaster. In: HUSNÍK, L., ed. Proceedings of the 20th International Scientific Student Conferenece POSTER 2016. 20th International Student Conference on Electrical Engineering, Praha, 2016-05-24. Praha: Czech Technical University in Prague, 2016. p. 1-4. ISBN 978-80-01-05950-0. Available from: http://radio.feld.cvut.cz/conf/poster/proceedings/Section_ICS/ICS_089_Malinka.pdf

NAVA VELAZCO, U., et al. Characterization of Hematologic Malignancies based on Discrete Orthogonal Moments. In: Image Processing Theory Tools and Applications. 6th International Conference on Image Processing Theory Tools and Applications, Oulu, 2016-12-12/2016-12-15. Piscataway: IEEE, 2016. ISSN 2154-512X. ISBN 978-1-4673-8910-5. DOI 10.1109/IPTA.2016.7821039.

KLÉMA, J., F. MALINKA, and F. ŽELEZNÝ. Semantic Biclustering: A New Way to Analyze and Interpret Gene Expression Data. In: Bioinformatics Research and Applications. 12th International Symposium on Bioinformatics Research and Applications (ISBRA), Minsk, 2016-06-05/2016-06-08. Heidelberg: Springer, 2016. p. 332-333. ISSN 0302-9743. ISBN 978-3-319-38781-9. DOI 10.1007/978-3-319-38782-6.

ANDĚL, M., P. STRNAD, and J. KLÉMA. miXGENE: an Effective Public Tool for Integrative Analysis of High-throuhput Omics Data. In: BIELIKOVÁ, M and I SRBA, eds. Proceedings in Informatics and Information Technologies - (WIKT & DaZ 2016) 11th Workshop on Intelligent and Knowledge Oriented Technologies 35th Conference on Data and Knowledge. WIKT a Data a Znalosti 2016, Smolenice, 2016-11-03/2016-11-04. Bratislava: Vydavatel'stvo STU, 2016. p. 271-274. ISBN 978-80-227-4619-9. Available from: https://wikt-daz2016.fiit.stuba.sk/wp-content/uploads/2016/11/WIKT-DaZ-2016_Proceedings.pdf

NAVA VELAZCO, U., et al. Classification of tumor epithelium and stroma in colorectal cancer based on discrete tchebichef moments. In: CLIP 2015: Proceedings of the 4th MICCAIA Workshop on Clinical Image-Based Procedures. CLIP2015: 4th MICCAIA Workshop on Clinical Image-based Procedures - Translational Research in Medical Imaging, Munich, 2015-10-05. Cham: Springer, 2016. p. 79-87. LNCS. vol. 9401. ISSN 0302-9743. ISBN 978-3-319-31807-3. DOI 10.1007/978-3-319-31808-0_10.

PLUSKAL, O. and J. KLÉMA. Action Based Feature Extraction from User Logs. In: BALCAN, M.F. and K.Q. WEINBERGER, eds. Proceedings of The 33rd International Conference on Machine Learning. ICML 2016 Workshop on Computational Frameworks for Personalization, New York, 2016-06-24. Brookline: Microtome Publishing, 2016. 48. ISSN 1532-4435.

MALINKA, F., J. KLÉMA, and F. ŽELEZNÝ. Sémantická dvojshluková analýza dat genové exprese. In: ČECH, P. and D. SVOZIL, eds. Konferenční sborník ENBIK 2016. ENBIK 2016 - Národní bioinformatická konference, Loučeň, 2016-06-16/2016-06-15. Praha: Vysoká škola chemicko-technologická v Praze. Centrální laboratoře, 2016. ISBN 978-80-7080-960-0.

TOŽIČKA, J., et al. Recursive Polynomial Reductions for Classical Planning. In: Proceedings International Conference on Automated Planning and Scheduling. 26th International Conference on Automated Planning and Scheduling, London, 2016-06-12/2016-06-17. Menlo Park: AAAI Press, 2016. p. 317-325. ISSN 2334-0835.

Research Reports

KLÉMA, J., M. ANDĚL, and O. VOTAVA. Zefektivnění veřejného systému miXGENE pro integrativní analýzu molekulárních dat. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2016. Report no. 8301661C000.

KUNGURTSEV, V. and T. PEVNÝ. Algorithms for Solving Optimization Problems Arsing from Deep Neural Net Models: Smooth Problems. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 8301351C006.

13136 / 13144 - System Testing IntelLigent Lab

Publications 2016

Papers in WoS Journals

ČERNÝ, T. and M.J. DONAHOO. On Energy Impact of Web User Interface Approaches. Cluster Computing. 2016, 19(73), 1853-1863. ISSN 1386-7857. DOI 10.1007/s10586-016-0665-7.

Papers in Other Journals

ČEMUS, K. and T. ČERNÝ. Automated Extraction of Business Documentation in Enterprise Information Systems. ACM SIGAPP Applied Computing Review. 2016, 16(4), 5-13. ISSN 1559-6915.

MALINSKÝ, R. and I. JELÍNEK. The Application of Modern Webometric Methods on the Evaluation of Trends in the Social Network Sphere. IADIS International Journal on WWW/Internet. 2016, 14(2), 58-71. ISSN 1645-7641.

Books, Book Chapters and Lecture Notes

BUREŠ, M., et al. Efektivní testování softwaru. Praha: GRADA PUBLISHING, 2016. ISBN 978-80-247-5594-6.

ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. ISSN 2473-0122. ISBN 978-1-5090-3765-0.

RICHTA, K., ed. DATESO 2016: Databases, Texts, Specifications, and Objects. Tábor, 2016-04-13/2016-04-15. Ostrava: Vysoká škola báňská - Technická univerzita Ostrava. Archiv VŠB-TUO, 2016. ISBN 978-80-248-4031-4.

Conference Proceedings

ŠEBEK, J., T. ČERNÝ, and K. RICHTA. Adaptive Application Structure Design for Java EE Applications. In: Proceedings of the 2016 Research in Adaptive and Convergent Systems. Research in Adaptive and Convergent Systems, Odense, 2016-10-11/2016-10-14. New York: ACM, 2016. p. 159-164. ISBN 978-1-4503-4455-5. DOI 10.1145/2987386.2987417.

MALINSKÝ, R. and I. JELÍNEK. The Evaluation of Node's Power in the Social Network Sphere. In: ISAÍAS, P., ed. Proceedings of the 15th International Conference WWW/INTERNET 2016. 15th International Conference on WWW/INTERNET 2016, Mannheim, 2016-10-28/2016-10-30. Lisboa: IADIS Press, 2016. p. 136-142. ISBN 978-989-8533-57-9.

ČEMUS, K. and T. ČERNÝ. Business Documentation Derivation from Aspect-driven Enterprise Information Systems. In: Proceedings of the 2016 Research in Adaptive and Convergent Systems. Research in Adaptive and Convergent Systems, Odense, 2016-10-11/2016-10-14. New York: ACM, 2016. p. 153-158. ISBN 978-1-4503-4455-5. DOI 10.1145/2987386.2987402.

FRAJTÁK, K., M. BUREŠ, and I. JELÍNEK. Model–Based Testing and Exploratory Testing: Is Synergy Possible?. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 329-334. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740354.

MANNOVÁ, B. SENIORS INCLUSION IN THE INFORMATION SOCIETY. In: Edulearn 16. Barcelona, 2016-07-04/2016-07-06. Valencia: IATED Academy, 2016. p. 5023-5028. ISSN 2340-1117. ISBN 978-84-608-8860-4.

ŠEBEK, J. and T. ČERNÝ. AOP-based Approach for Local Data Management in Adaptive Interfaces. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 120-124. ISSN 2473-0122. ISBN 978-1-5090-3765-0.

ČERNÝ, T., M. TRNKA, and M.J. DONAHOO. Towards Shared Security through Distributed Separation of Concerns. In: Proceedings of the 2016 Research in Adaptive and Convergent Systems. Research in Adaptive and Convergent Systems, Odense, 2016-10-11/2016-10-14. New York: ACM, 2016. p. 169-172. ISBN 978-1-4503-4455-5. DOI 10.1145/2987386.2987394.

BUREŠ, M. and M. FILIPSKÝ. SmartDriver: Extension of Selenium WebDriver to Create More Efficient Automated Tests. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 319-322. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740370.

TRNKA, M. and T. ČERNÝ. On security level usage in context-aware role-based access control. In: Proceedings of the 31st ACM Symposium on Applied Computing (EADD Track). Enterprise Application Development and Design (EADD - ACM SAC 2016), Pisa, 2016-04-04/2016-04-08. New York: ACM, 2016. p. 1192-1195. ISBN 978-1-4503-3739-7. DOI 10.1145/2851613.2851664. Available from: http://dl.acm.org/citation.cfm?id=2851664

TOMÁŠEK, M. and T. ČERNÝ. Context-Aware User Interface Field Classification. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 130-134. ISSN 2473-0122. ISBN 978-1-5090-3765-0.

ČEMUS, K., et al. Distributed Multi-platform Context-aware User Interface for Information Systems. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 172-175. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740327.

BRABEC, Z., T. ČERNÝ, and J. ŠEBEK. On Metadata Extension to Derive Data Presentations with Angular 2. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 183-186. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740358.

DOLGIKH, D. and I. JELÍNEK. Graph-based Rating Prediction using Eigenvector Centrality. In: FRED, A., et al., eds. Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR. 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Porto, 2016-11-09/2016-11-11. Porto: SciTePress - Science and Technology Publications, 2016. p. 228-233. Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. vol. 1. ISBN 978-989-758-203-5. DOI 10.5220/0006044902280233.

HELBICH, J. and T. ČERNÝ. Energy Impact of Web User Interface Technology on Mobile Devices. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 190-192. ISSN 2473-0122. ISBN 978-1-5090-3765-0.

TRNKA, M. and T. ČERNÝ. Identity Management of Devices in Internet of Things Environment. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 307-310. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740343.

RYŠAVÝ, F., T. ČERNÝ, and M. TOMÁŠEK. Aspect-Oriented User Interfaces Design Integration to Angular 2 Framework. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 187-189. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740314.

ŠEBEK, J. and K. RICHTA. Usage of Aspect-Oriented Programming in Adaptive Application Structure. In: New Trends in Databases and Information Systems. 20th East-European Conference on Advances in Databases and Information Systems, Praha, 2016-08-28/2016-08-31. Wien: Springer, 2016. p. 217-222. 637. ISSN 1865-0929. ISBN 978-3-319-44065-1. DOI 10.1007/978-3-319-44066-8_22.

ČERNÝ, T. and M.J. DONAHOO. Survey On Second Screen Systems. In: ČERNÝ, T., H.W. PARK, and N. JOUKOV, eds. Proceedings of the 6th International Conference on IT Convergence and Security (ICITCS 2016). 6th International Conference on IT Convergence and Security, Prague, 2016-09-26/2016-09-29. Red Hook: Curran Associates, Inc., 2016. p. 178-182. ISSN 2473-0122. ISBN 978-1-5090-3765-0. DOI 10.1109/ICITCS.2016.7740374.

Research Reports

KUBR, J., O. MACEK, and P. STRNAD. Analytický model perspektivy umístění vinařství s ohledem na probíhající klimatické změny. [Research Report] Praha: CTU FEE. Artificial Intelligence Center, 2016. Report no. 2015070038.

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