13000 / 13136 - Department of Computer Science

Publications 2015

Papers in WoS Journals

KREJČÍK, Z., et al. Aberrant expression of miRNA cluster in 14q32 region is associated with del(5q) myelodysplastic syndrome and lenalidomide treatment. Cancer Genetics. 2015, 208(4), 156-161. ISSN 2210-7762. DOI 10.1016/j.cancergen.2015.03.003. Available from: http://www.sciencedirect.com/science/article/pii/S2210776215000344

KALINA, P., J. VOKŘÍNEK, and V. MAŘÍK. Agents Towards Vehicle Routing Problem with Time Windows. Journal of Intelligent Transportation Systems. 2015, 19(1), 3-17. ISSN 1547-2450. DOI 10.1080/15472450.2014.889953.

HOLEC, M., O. KUŽELKA, and F. ŽELEZNÝ. Novel Gene Sets Improve Set-level Classification of Prokaryotic Gene Expression Data. BMC Bioinformatics. 2015, 16(1), ISSN 1471-2105. DOI 10.1186/s12859-015-0786-7. Available from: http://www.biomedcentral.com/1471-2105/16/348

ANDĚL, M., J. KLÉMA, and Z. KREJČÍK. Network-Constrained Forest for Regularized Classification of Omics Data. Methods. 2015, 83 88-97. ISSN 1046-2023. DOI 10.1016/j.ymeth.2015.04.006.

ČERNÝ, T. and M.J. DONAHOO. On Separation of Platform-Independent Particles in User Interfaces. Cluster Computing. 2015, 18(3), 1215-1228. ISSN 1386-7857. DOI 10.1007/s10586-015-0471-7.

HRNČÍŘ, J., M. ROVATSOS, and M. JAKOB. Ridesharing on Timetabled Transport Services: A Multiagent Planning Approach. Journal of Intelligent Transportation Systems. 2015, 19(1), 89-105. ISSN 1547-2450. DOI 10.1080/15472450.2014.941759.

MONGE, D.A., et al. Learning Running-time Prediction Models for Gene-Expression Analysis Workflows. IEEE LATIN AMERICA TRANSACTIONS. 2015, 13(9), 3088-3095. ISSN 1548-0992.

DANESHMAND, A., et al. Hybrid Random/Deterministic Parallel Algorithms for Convex and Nonconvex Big Data Optimization. IEEE Transactions on Signal Processing. 2015, 63(15), 3914-3929. ISSN 1053-587X. DOI 10.1109/TSP.2015.2436357.

CELLIER, P., et al. Sequential Pattern Mining for Discovering Gene Interactions and their Contextual Information from Biomedical Texts. Journal of Biomedical Semantics. 2015, 6:27(6), 1-12. ISSN 2041-1480. DOI 10.1186/s13326-015-0023-3. Available from: http://www.biomedcentral.com/content/pdf/s13326-015-0023-3.pdf

ČERNÝ, T., et al. On Distributed Concern Delivery in User Interface Design. COMSIS - Computer Science and Information Systems. 2015, 2015 655-681. ISSN 1820-0214. DOI 10.2298/CSIS141202021C.

DOSTALOVA MERKEROVA, M., et al. Genome-wide miRNA Profiling in Myelodysplastic Syndrome with del(5q) Treated with Lenalidomide. European Journal of Haematology. 2015, 95(1), 35-43. ISSN 0902-4441. DOI 10.1111/ejh.12458.

MONGE, D.A., et al. Ensemble Learning of Runtime Prediction Models for Gene-expression Analysis Workflows. Cluster Computing. 2015, 18(4), 1317-1329. ISSN 1386-7857. DOI 10.1007/s10586-015-0481-5.

BARTOŠ, K. and M. REHÁK. IFS: Intelligent flow sampling for network security–an adaptive approach. International Journal of Network Management. 2015, 25(5), 263-282. ISSN 1055-7148. DOI 10.1002/nem.1902.

VÁZQUEZ-OTERO, A., et al. Reaction Diffusion Voronoi Diagrams: From Sensors Data to Computing. Sensors - Open Access Journal. 2015, 15(6), 12736-12764. ISSN 1424-8220. Available from: http://www.mdpi.com/1424-8220/15/6/12736

ČÁP, M., et al. Prioritized Planning Algorithms for Trajectory Coordination of Multiple Mobile Robots. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING. 2015, 12/3 835-849. ISSN 1545-5955. DOI 10.1109/TASE.2015.2445780.

Patents

České vysoké učení technické v Praze, Fakulta elektrotechnická; F AIR spol. s r.o.;. Telemetrický systém pro zvýšení bezpečnosti provozu ultralehkých letounů. Inventors: M. ROLLO, et al. Czech Republic. Patent CZ 305198. 2015-04-22. Available from: http://spisy.upv.cz/Patents/FullDocuments/305/305198.pdf

Papers in Other Journals

KIEKINTVELD, C., V. LISÝ, and R. PÍBIL. Game-theoretic Foundations for the Strategic Use of Honeypots in Network Security. Advances in Information Security. 2015, 56(56), 81-101. ISSN 1568-2633. DOI 10.1007/978-3-319-14039-1_5.

ČERTICKÝ, M., M. JAKOB, and R. PÍBIL. Analyzing On-demand Mobility Services by Agent-based Simulation. Journal of Ubiquitous Systems and Pervasive Networks. 2015, 6(1), 17-26. ISSN 1923-7324. DOI 10.5383/juspn.06.01.003.

FESL, J., et al. Live Migration of Virtual Distributed Computing Systems. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL. 2015, 11(3), 973-983. ISSN 1349-4198.

ŠOUREK, G. and P. POŠÍK. Dynamic System Modeling of Evolutionary Algorithms. ACM SIGAPP Applied Computing Review. 2015, 15(4), 19-30. ISSN 1559-6915. DOI 10.1145/2893706.2893708.

FILIPSKÝ, M., M. BUREŠ, and I. JELÍNEK. Automated Optimization of Functional Recorded Tests. International Journal on Information Technologies and Security. 2015, 7(1), 3-14. ISSN 1313-8251.

KOMENDA, A., P. NOVÁK, and M. PĚCHOUČEK. Multiagent Plan Repair by Combined Prefix and Suffix Reuse. Multiagent and Grid Systems. 2015, 11(1), 33-57. ISSN 1574-1702. DOI 10.3233/MGS-150228.

VANĚK, O., et al. Bi-objective maritime route planning in pirate-infested waters. Scientific Journals of the Maritime University of Szczecin. 2015, 43(115), 115-124. ISSN 2392-0378. DOI 10.17402/046. Available from: http://repository.am.szczecin.pl/handle/123456789/770

HRSTKA, O., et al. Agent-based Approach to Illegal Maritime Behavior Modeling. Scientific Journals of the Maritime University of Szczecin. 2015, 42(114), 101-111. ISSN 2392-0378. DOI 10.17402/026. Available from: http://repository.am.szczecin.pl/handle/123456789/754

ŠEBEK, J. The security of Web Applications as important aspect in software development. Sdělovací technika. 2015, 63(10), 54-55. ISSN 0036-9942.

NGUYEN, V. Model Driven Testing of Web Applications Using Domain Specific Language. International Journal of Advanced Computer Science and Applications. 2015, 6(6), 15-23. ISSN 2158-107X. DOI 10.14569/IJACSA.2015.060103.

MALINSKÝ, R. and I. JELÍNEK. The Visualizer for Real-Time Analysis of Internet Trends. International Journal of Computer, Electrical, Automation, Control and Information Engineering. 2015, 9(12), 2211-2215. ISSN 1307-6892.

Books, Book Chapters and Lecture Notes

KOMENDA, A., et al., eds. Proceedings of the 3rd Workshop on Distributed and Multi - Agent Planning. Jerusalem, 2015-06-07. Praha: Czech Technical University in Prague, 2015.

ŠTOLBA, M., A. KOMENDA, and D.L. KOVACS, eds. Proceedings of the Competition of Distributed and Multi-Agent Planners (CoDMAP-15). Jerusalem, 2015-06-07. 2015. Available from: http://agents.fel.cvut.cz/codmap/results/CoDMAP15-proceedings.pdf

SOFKA, M. Integrated Detection Network for Multiple Object Recognition. In: ZHOU, K., ed. Medical Image Recognition, Segmentation and Parsing: Machine Learning and Multiple Object Approaches. Amsterdam: Elsevier, 2015. p. 111-121. ISBN 978-0-12-802581-9. DOI 10.1016/B978-0-12-802581-9.00006-8.

RICHTA, K., J. POKORNÝ, and V. SNÁŠEL, eds. DATESO 2015. Nepřívěc u Sobotky, Jičín, 2015-04-14/2015-04-16. Praha: MATFYZPRESS, vydavatelství Matematicko-fyzikální fakulty UK, 2015. CEUR Workshop Proceedings. ISSN 1613-0073. Available from: http://www.ceur-ws.org/Vol-1343/

BUK, Z. and M. ČEPEK, eds. Proceedings of the 12th International Mathematica Symposium. Praha, 2015-01-12/2015-01-14. Praha: České vysoké učení technické v Praze, Fakulta elektrotechnická, 2015. ISBN 978-80-01-05623-3. Available from: http://www.ims2015.net/proceedings/

Conference Proceedings

ČÁP, M., P. NOVÁK, and A. KLEINER. Finding Near-optimal Solutions in Multi-robot Trajectory Planning. In: Principles of Multi-Robot Systems Workshop at RSS 2015. Principles of multi-robot systems workshop at at robotics: science and systems (RSS) 2015, Rome, 2015-06-16. 2015. Available from: http://agents.fel.cvut.cz/~cap/wp-content/papercite-data/pdf/cap_2015_c.pdf

BÍLÝ, M. and M. ALAM. Development of Inertial Navigation System Using Tactical Grade Sensors. In: HUSNÍK, L., ed. Proceedings of the 19th International Scientific Student Conferenece POSTER 2015. 19th International Student Conference on Electrical Engineering, Praha, 2015-05-14. Praha: Czech Technical University in Prague, 2015. p. 1-5. ISBN 978-80-01-05499-4. Available from: http://radio.feld.cvut.cz/conf/poster2015/

TOŽIČKA, J., et al. Extensibility Based Multiagent Planner with Plan Diversity Metrics. In: FLEET, D., et al., eds. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6th International Conference on Agents and Artificial Intelligence, Angers, 2014-03-06/2014-03-08. Heidelberg: Springer, 2015. p. 117-139. 8694 LNCS. vol. 6. ISSN 0302-9743. ISBN 978-3-319-27542-0. DOI 10.1007/978-3-319-27543-7_6.

ANDĚL, M., et al. Sparse Omics-network Regularization to Increase Interpretability and Performance of Linear Classification Models. In: HUAN, J., et al., eds. Proceedings of 2014 IEEE International Conference on Bioinformatics and Biomedicine. The 2015 IEEE International Conference on Bioinformatics and Biomedicine, Washington, 2015-11-09/2015-11-12. Piscataway (New Jersey): IEEE, 2015. p. 615-620. ISBN 978-1-4673-6798-1.

DURKOTA, K., et al. Game-Theoretic Algorithms for Optimal Network Security Hardening Using Attack Graphs. In: Autonomous Agents and Multiagent Systems. International Conference on Autonomus Agents & Multiagent Systems, Istanbul, 2015-05-04/2015-05-08. County of Richland: IFAAMAS, 2015. p. 1773-1774. 14. ISSN 1548-8403. ISBN 978-1-4503-3771-7.

BUREŠ, M. PCTgen: Automated Generation of Test Cases for Application Workflows. In: ROCHA, A., et al., eds. New Contributions in Information Systems and Technologies. 3rd World Conference on Information Systems and Technologies, Ponta Delgada, 2015-04-01/2015-04-03. Heidelberg: Springer, 2015. p. 789-794. Advances in Intelligent Systems and Computing. ISSN 2194-5357. ISBN 978-3-319-16485-4. DOI 10.1007/978-3-319-16486-1_78.

SCHAEFER, M. and J. VOKŘÍNEK. AgentDrive: Towards an Agent-Based Coordination of Intelligent Cars. In: Advances in Practical Applications of Agent, Multi-Agent Systems, and Sustainability. 13th International Conference on Practical Applications of Agents, Multi-Agent Systems and Sustainability, Salamanca, 2015-06-03/2015-06-04. Heidelberg: Springer, 2015. p. 211-224. ISSN 0302-9743. ISBN 978-3-319-18943-7. DOI 10.1007/978-3-319-18944-4_18.

HÁJÍČEK, J. and A. KOMENDA. Narrative Planning Agents Under a Cognitive Hierarchy. In: KOMENDA, A., et al., eds. Proceedings of the 3rd Workshop on Distributed and Multi - Agent Planning. Distributed and Multi-Agent Planning, Jerusalem, 2015-06-07. Praha: Czech Technical University in Prague, 2015. p. 51-59. Available from: http://www.cs.bgu.ac.il/~icaps15/workshops/dmap2015-proceedings.pdf

ŠTOLBA, M. and A. KOMENDA. MADLA: Planning with Distributed and Local Search. In: ŠTOLBA, M., A. KOMENDA, and D.L. KOVACS, eds. Proceedings of the Competition of Distributed and Multi-Agent Planners (CoDMAP-15). Distributed and Multi-Agent Planning, Jerusalem, 2015-06-07. 2015. p. 21-24. Available from: http://agents.fel.cvut.cz/codmap/results/CoDMAP15-proceedings.pdf

KUBEŠA, D. Autonomous Cruise Control for General Collision Avoidance of Road Vehicles. In: Poster 2015. Praha, 2015-05-14. Praha: Czech Technical University in Prague, 2015. ISBN 978-80-01-05728-5.

JAKUBŮV, J., J. TOŽIČKA, and A. KOMENDA. Multiagent Planning by Plan Set Intersection and Plan Verification. In: Proceedings of the International Conference on Agents and Artificial Ontelligence - volume 2. 7th International Conference on Agents and Artificial Intelligence, Lisbon, 2015-01-10/2015-01-12. Porto: SciTePress - Science and Technology Publications, 2015. p. 173-182. ISBN 978-989-758-074-1.

PLUSKAL, O. Behavioural Malware Detection Using Efficient SVM Implementation. In: ČERNÝ, T. and E.S. NADIMI, eds. Proceeding of the 2015 Research in Adaptive and Convergent Systems (RACS 2015). Research in Adaptive and Convergent Systems, Prague, 2015-10-09/2015-10-12. New York: ACM, 2015. p. 296-301. ISBN 978-1-4503-3738-0. DOI 10.1145/2811411.2811516.

BUREŠ, M. Metrics for Automated Testability of Web Applications. In: RACHEV, B. and A. SMRIKAROV, eds. Proceedings of the 16th International Conference on Computer Systems and Technologies. 16-th International Conference on Computer Systems and Technologies, Dublin, 2015-06-25/2015-06-26. New York: ACM, 2015. p. 83-89. ISBN 978-1-4503-3357-3. DOI 10.1145/2812428.2812458.

BUREŠ, M. Model for Evaluation and Cost Estimations of the Automated Testing Architecture. In: ROCHA, A., et al., eds. New Contributions in Information Systems and Technologies. 3rd World Conference on Information Systems and Technologies, Ponta Delgada, 2015-04-01/2015-04-03. Heidelberg: Springer, 2015. p. 781-787. Advances in Intelligent Systems and Computing. ISSN 2194-5357. ISBN 978-3-319-16485-4. DOI 10.1007/978-3-319-16486-1_77.

PIRE, T., T. FISCHER, and J. FAIGL. Impact Assessment of Image Feature Extractors on the Performance of SLAM Systems. In: ACTA POLYTECHNICA CTU PROCEEDINGS: PAIR'15 Student Conferences on Planning in Artificial Intelligence and Robotics. Student Conference on Planning in Artificial Intelligence and Robotics, Písek, 2015-09-07. Praha: Czech Technical University in Prague, 2015. p. 45-50. ISSN 2336-5382. DOI 10.14311/APP.2015.1.0045. Available from: https://ojs.cvut.cz/ojs/index.php/APP/article/view/APP.2015.1.0045/3188

KERHART, M. and J. DRCHAL. CaffeLink: Mathematica binding for Caffe Deep Learning Framework. In: BUK, Z. and M. ČEPEK, eds. Proceedings of the 12th International Mathematica Symposium. 12th International Mathematica Symposium, Praha, 2015-01-12/2015-01-14. Praha: České vysoké učení technické v Praze, Fakulta elektrotechnická, 2015. ISBN 978-80-01-05623-3. Available from: http://www.ims2015.net/proceedings/

MRVA, J., M. STEJSKAL, and J. FAIGL. On Traversability Cost Evaluation from Proprioceptive Sensing for a Crawling Robot. In: ACTA POLYTECHNICA CTU PROCEEDINGS: PAIR'15 Student Conferences on Planning in Artificial Intelligence and Robotics. Student Conference on Planning in Artificial Intelligence and Robotics, Písek, 2015-09-07. Praha: Czech Technical University in Prague, 2015. p. 1-6. ISSN 2336-5382.

ŠOUREK, G. VisualEA - Visual design of Evolutionary Optimizers for Engineering Applications. In: HUSNÍK, L., ed. Proceedings of the 19th International Scientific Student Conferenece POSTER 2015. 19th International Student Conference on Electrical Engineering, Praha, 2015-05-14. Praha: Czech Technical University in Prague, 2015. p. 1-7. ISBN 978-80-01-05499-4.

ŠOUREK, G. and P. POŠÍK. Visual Data-Flow Framework of Evolutionary Computation. In: ČERNÝ, T. and E.S. NADIMI, eds. Proceeding of the 2015 Research in Adaptive and Convergent Systems (RACS 2015). Research in Adaptive and Convergent Systems, Prague, 2015-10-09/2015-10-12. New York: ACM, 2015. p. 343-348. ISBN 978-1-4503-3738-0. DOI 10.1145/2811411.2811517.

DOLGIKH, D. and I. JELÍNEK. Graph-based Music Recommendation Approach Using Social Network Analysis and Community Detection Method. In: RACHEV, B. and A. SMRIKAROV, eds. Proceedings of the 16th International Conference on Computer Systems and Technologies. 16-th International Conference on Computer Systems and Technologies, Dublin, 2015-06-25/2015-06-26. New York: ACM, 2015. p. 221-227. ISBN 978-1-4503-3357-3. DOI 10.1145/2812428.2812453.

SELECKÝ, M., et al. Framework for Incremental Development of Complex Unmanned Aircraft Systems. In: Proceedings of Integrated Communications Navigation and Surveillance Conference (ICNS) 2015. Integrated Communications Navigation and Surveillance Conference, Herndon, VA, 2015-04-21/2015-04-23. Piscataway: IEEE, 2015. p. J31-J39. ISSN 2155-4943. ISBN 978-1-4799-8952-2. DOI 10.1109/ICNSURV.2015.7121234. Available from: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7121234&punumber%3D7118533%26filter%3DAND%28p_IS_Number%3A7121207%29%26pageNumber%3D2

KOHOUT, J. and T. PEVNÝ. Automatic Discovery of Web Servers Hosting Similar Applications. In: Proceedings of the 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM). 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, 2015-05-11/2015-05-15. Piscataway: IEEE, 2015. p. 1310-1315. ISBN 978-3-901882-76-0. DOI 10.1109/INM.2015.7140487.

KLÍMA, R., V. LISÝ, and Ch. KIEKINTVELD. Combining online learning and equilibrium computation in security games. In: Decision and Game Theory for Security. Sixth Conference on Decision and Game Theory for Security, London, 2015-11-04/2015-11-05. London: Springer, 2015. p. 130-149. ISSN 0302-9743. ISBN 978-3-319-25593-4. DOI 10.1007/978-3-319-25594-1_8.

LISÝ, V., M. LANCTOT, and M. BOWLING. Online Monte Carlo Counterfactual Regret Minimization for Search in Imperfect Information Games. In: Autonomous Agents and Multiagent Systems. International Conference on Autonomus Agents & Multiagent Systems, Istanbul, 2015-05-04/2015-05-08. County of Richland: IFAAMAS, 2015. p. 27-36. 14. ISSN 1548-8403. ISBN 978-1-4503-3771-7.

FILIPSKÝ, M., M. BUREŠ, and I. JELÍNEK. Creating Smart Tests from Recorded Automated Test Cases. In: ROCHA, A., et al., eds. New Contributions in Information Systems and Technologies. 3rd World Conference on Information Systems and Technologies, Ponta Delgada, 2015-04-01/2015-04-03. Heidelberg: Springer, 2015. p. 773-780. Advances in Intelligent Systems and Computing. ISSN 2194-5357. ISBN 978-3-319-16485-4. DOI 10.1007/978-3-319-16486-1_76.

ČÍŽEK, P. and J. FAIGL. On FPGA Based Acceleration of Image Processing in Mobile Robotics. In: ACTA POLYTECHNICA CTU PROCEEDINGS: PAIR'15 Student Conferences on Planning in Artificial Intelligence and Robotics. Student Conference on Planning in Artificial Intelligence and Robotics, Písek, 2015-09-07. Praha: Czech Technical University in Prague, 2015. p. 8-14. ISSN 2336-5382. DOI 10.14311/APP.2015.1.0008. Available from: https://ojs.cvut.cz/ojs/index.php/APP/article/view/APP.2015.1.0008

ČEMUS, K. Evaluation of Business Rules Maintenance in Enterprise Information Systems. In: HUSNÍK, L., ed. Proceedings of the 19th International Scientific Student Conferenece POSTER 2015. 19th International Student Conference on Electrical Engineering, Praha, 2015-05-14. Praha: Czech Technical University in Prague, 2015. p. 1-5. ISBN 978-80-01-05499-4.

TOMÁŠEK, M. and T. ČERNÝ. Automated User Interface Derivation for Remote Data in Standalone Apps. In: HUSNÍK, L., ed. Proceedings of the 19th International Scientific Student Conferenece POSTER 2015. 19th International Student Conference on Electrical Engineering, Praha, 2015-05-14. Praha: Czech Technical University in Prague, 2015. p. 1-6. ISBN 978-80-01-05499-4.

ŠTOLBA, M., D. FIŠER, and A. KOMENDA. Comparison of RPG-based FF and DTG-based FF Disrtibuted Heuristics. In: KOMENDA, A., et al., eds. Proceedings of the 3rd Workshop on Distributed and Multi - Agent Planning. Distributed and Multi-Agent Planning, Jerusalem, 2015-06-07. Praha: Czech Technical University in Prague, 2015. p. 77-82. Available from: http://www.cs.bgu.ac.il/~icaps15/workshops/dmap2015-proceedings.pdf

ČERNÝ, T., et al. Evaluation of Separated Concerns in Web-based Delivery of User Interfaces. In: Lecture Notes in Electricl Engineering - Information Science and Applications. The 6th International Conference on Information Science and Applications, Pattaya, 2015-02-24/2015-02-26. Piscataway: IEEE, 2015. p. 933-940. ISSN 1876-1100. DOI 10.1007/978-3-662-46578-3_111.

MALINKA, F. Prediction of Protein Stability Changes Upon One-point Mutations Using Machine Learning. In: ČERNÝ, T. and E.S. NADIMI, eds. Proceeding of the 2015 Research in Adaptive and Convergent Systems (RACS 2015). Research in Adaptive and Convergent Systems, Prague, 2015-10-09/2015-10-12. New York: ACM, 2015. p. 102-107. ISBN 978-1-4503-3738-0. DOI 10.1145/2811411.2811534.

TOMÁŠEK, M. and T. ČERNÝ. On Web Services UI In User Interface Generation in Standalone Applications. In: ČERNÝ, T. and E.S. NADIMI, eds. Proceeding of the 2015 Research in Adaptive and Convergent Systems (RACS 2015). Research in Adaptive and Convergent Systems, Prague, 2015-10-09/2015-10-12. New York: ACM, 2015. p. 363-368. ISBN 978-1-4503-3738-0. DOI 10.1145/2811411.2811537.

MALINSKÝ, R. and I. JELÍNEK. Trend Analysis Framework. In: Proceedings of the 14th International Conference WWW/INTERNET 2015. 14th International Conference on WWW/INTERNET 2015, Maynooth, Greater Dublin, 2015-10-24/2015-10-26. Maynooth, Greater Dublin: IADIS Press, 2015. p. 161-166. ISBN 978-989-8533-44-9.

POKORNÝ, J. and K. RICHTA. Database Architectures: Current State and Development. In: HELFERT, M., et al., eds. Proceedings of DATA 2015. DATA 2015, Colmar, 2015-07-20/2015-07-22. Porto: SciTePress - Science and Technology Publications, 2015. p. 151-160. ISBN 978-989-758-103-8. Available from: http://www.dataconference.org/

PEVNÝ, T. and I. NIKOLAEV. Optimizing pooling function for pooled steganalysis. In: Proceedings of the 7th International Workshop on Forensics and Security. International Workshop on Information Forensics and Security, Rome, 2015-11-16/2015-11-19. New Jersey: IEEE Signal Processing Society, 2015. p. 1-6. ISBN 978-1-4673-6802-5. DOI 10.1109/WIFS.2015.7368555.

FESL, J., et al. New Techniques of IEEE 802.11 Family Hotspots Attacks, Principles and Defense. In: PROCEEDINGS OF THE 14TH EUROPEAN CONFERENCE ON CYBER WARFARE AND SECURITY. 14th European Conference on Cyber Warfare and Security, Hatfield, 2015-07-02/2015-07-03. CURTIS FARM, KIDMORE END, NR READING: ACAD CONFERENCES LTD, 2015. p. 61-70. ISSN 2048-8602. ISBN 978-1-910810-28-6.

BOŠANSKÝ, B., et al. Combining Compact Representation and Incremental Generation in Large Games with Sequential Strategies. In: BONET, B. and S. KOENIG, eds. Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence and the Twenty-Seventh Innovative Applications of Artificial Intelligence Conference. The Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI-15), Hyatt Regency in Austin, Texas, 2015-01-25/2015-01-30. Menlo Park: AAAI Press, 2015. p. 812-818. ISSN 2159-5399. ISBN 978-1-57735-698-1.

ŠTOLBA, M., D. FIŠER, and A. KOMENDA. Admissible Landmark Heuristic for Multi-Agent Planning. In: Proceedings of 25th International Conference on Automated Planning and Scheduling 2015. 25th International Conference on Automated Planning and Scheduling, Jerusalem, 2015-06-07/2015-06-11. Menlo Park, California: AAAI Press, 2015. p. 211-219. ISSN 2334-0835. ISBN 978-1-57735-731-5.

NYKL, J., J. HRNČÍŘ, and M. JAKOB. Achieving Full Plan Multimodality by Integrating Multiple Incomplete Journey Planners. In: Proccedings of the 18th IEEE International Conference on Intelligent Transportation Systems. 18th IEEE International Conference on Intelligent Transportation Systems, Las Canteras, 2015-09-15/2015-09-18. Piscataway: IEEE, 2015. p. 1430-1435. ISBN 978-1-4673-6595-6. DOI 10.1109/ITSC.2015.234.

DURKOTA, K., et al. Approximate Solutions for Attack Graph Games with Imperfect Information. In: Decision and Game Theory for Security. Sixth Conference on Decision and Game Theory for Security, London, 2015-11-04/2015-11-05. London: Springer, 2015. p. 228-249. ISSN 0302-9743. ISBN 978-3-319-25593-4. DOI 10.1007/978-3-319-25594-1_13.

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ČERNÝ, T. and M.J. DONAHOO. Impact of Remote User Interface Design and Delivery on Energy Demand. In: Proceedings of the 2nd International Conference on Information Science and Security. The 2nd International Conference on Information Science and Security, Seoul, 2015-12-14/2015-12-16. Piscataway: IEEE, 2015. p. 132-135. ISBN 978-1-4673-8611-1. DOI 10.1109/ICISSEC.2015.7371005.

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Research Reports

BENDA, P. Zálohování a archivace dat Centra agentních technologií s možností rozšiřitelnosti na obdobná pracoviště. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2015. Report no. 511/2014.

BUK, Z. Defection detection in transactions logs:Temporal sequences modeling using THSOM. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2015. Report no. VND2015.1.

BOROVEC, J., U. NAVA VELAZCO, and J. KYBIC. Extension of Drosophila ovary segmentation using super-voxels and GraphCut in 3D. [Research Report] Praha: ČVUT FEL, Katedra kybernetiky - Centrum strojového vnímání, 2015. Report no. CTU--CMP--2015--11. ISSN 1213-2365.

ŠOUREK, G., et al. Learning to create and exploit aggregative and relational properties of flow-sets. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2015.

KUBR, J., O. MACEK, and P. STRNAD. Testy a dokumentace aplikace pro sběr dat v komunitě. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2015. Report no. N2015/1.

BUK, Z. Defection detection in transactions logs. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2015. Report no. VND2015.2.

ŠOUREK, G. and F. ŽELEZNÝ. Learning to Detect Network Intrusion from a Few Labeled Events and Background Traffic. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2015.

KUBR, J., et al. Integrace datových služeb vědecko-výukové skupiny. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2015. Report no. C2015/1.

MACEK, O., P. STRNAD, and L. KENCL. HACL2AllSeen Connector Software Architecture Proposal. [Research Report] 2015.

ŽELEZNÝ, F., R. ČERNOCH, and J. VYSKOČIL. CyberCalc. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2015.

PERSSON MATTSSON, B. and M. ČERTICKÝ. Automatic Observer Script for StarCraft: Brood War Bot Games (technical report). [Research Report] 2015. Report no. 1505.00278.

ČERNÝ, T. Vývoj a zajištění kvality Java Middleware. [Research Report] Praha: ČVUT FEL, Katedra počítačů, 2015. Report no. 2015/1.

13136 / 13143 - Intelligent Data Analysis

Publications 2015

Conference Proceedings

NAVA VELAZCO, U., et al. Feature Ensemble for Quantitative Analysis of Emphysema in CT imaging. In: The 5th IEEE International Conference on E-Health and Bioengineering. Iasi, 2015-11-19/2015-11-21. Iasi: Gr. T. Popa University of Medicine and Pharmacy, 2015. ISBN 978-1-4673-7545-0. DOI 10.1109/EHB.2015.7391573. Available from: http://ieeexplore.ieee.org/document/7391573/

13136 / 13144 - System Testing IntelLigent Lab

Publications 2015

Books, Book Chapters and Lecture Notes

ČERNÝ, T. and E.S. NADIMI, eds. Proceeding of the 2015 Research in Adaptive and Convergent Systems (RACS 2015). Prague, 2015-10-09/2015-10-12. New York: ACM, 2015. ISBN 978-1-4503-3738-0.