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13000 / 13136 - Publications - 2014

13000 / 13136 - Department of Computer Science and Engineering

Publications 2014

Books, Book chapters and Lecture notes, Dissertations, Research reports, Unpublished lectures, Proceedings, Papers, Patents

Papers in WoS Journals

MACÍK, M., T. ČERNÝ, and P. SLAVÍK. Context-sensitive, cross-platform user interface generation. Journal on Multimodal User Interfaces. 2014, 8(2), 217-229. ISSN 1783-7677.

NGUYEN, V., X. QAFMOLLA, and K. RICHTA. Domain Specific Language Approach on Model-driven Development of Web Services. Acta Polytechnica Hungarrica. 2014, 11(8), 121-138. ISSN 1785-8860.

LÍBALOVÁ, H., et al. Analysis of Gene Expression Changes in A549 Cells Induced by Organic Compounds from Respirable Air Particles. Mutation Research - Fundamental and Molecular Mechanisms of Mutagenesis. 2014, 770 94-105. ISSN 0027-5107.

VANĚK, O., O. HRSTKA, and M. PĚCHOUČEK. Improving Group Transit Schemes to Minimize Negative Effects of Maritime Piracy. IEEE Transactions on Intelligent Transportation Systems. 2014, 15(3), 1101-1112. ISSN 1524-9050.

STANESCU, M. and M. ČERTICKÝ. Predicting Opponent’s Production in Real-Time Strategy Games with Answer Set Programming. IEEE Transactions on Computational Intelligence and AI in Games. 2014, PP(99), ISSN 1943-068X.

KRAJNÍK, T., et al. A Practical Multirobot Localization System. Journal of Intelligent and Robotic Systems. 2014, 76(3-4), 539-562. ISSN 0921-0296.

GARCÍA, S., et al. An empirical comparison of botnet detection methods. Computers & Security. 2014, 45 100-123. ISSN 0167-4048. Available from: http://www.sciencedirect.com/science/article/pii/S0167404814000923

WOHLFAHRTOVA, M., et al. Tubular atrophy and low netrin-1 expression leves are risk factors associated with delayed kidney allograft function. Transplantation. 2014, 97(2), 176-183. ISSN 0041-1337.

ČERTICKÝ, M. Real-Time Action Model Learning with Online Algorithm 3 SG. Applied Artificial Intelligence. 2014, 28(7), 690-711. ISSN 0883-9514.

KER, Andrew D. and T. PEVNÝ. The Steganographer is the Outlier: Realistic Large-Scale Steganalysis. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY. 2014, 9(9), 1424-1435. ISSN 1556-6013.

KOMENDA, A., P. NOVÁK, and M. PĚCHOUČEK. Domain-independent multi-agent plan repair. Journal of Network and Computer Applications. 2014, 37 76-88. ISSN 1084-8045.

KUŽELKA, O., A. SZABÓOVÁ, and F. ŽELEZNÝ. A Method for Reduction of Examples in Relational Learning. Journal of Intelligent Information Systems. 2014, 42(2), 255-281. ISSN 0925-9902.

LÍBALOVÁ, H., et al. Genotoxicity but not the AhR-mediated activity of PAHs is inhibited by other components of complex mixtures of ambient air pollutants. Toxicology Letters. 2014, 225(3), 350-357. ISSN 0378-4274.

KUNGURTSEV, V. and M. DIEHL. Sequential Quadratic Programming Methods for Parametric Nonlinear Optimization. Computational Optimization and Applications. 2014, 59(3), 475-509. ISSN 0926-6003.

MACEK, O. and K. RICHTA. Application and Relational Database Co-Refactoring. COMSIS - Computer Science and Information Systems. 2014, 11(2), 503-524. ISSN 1820-0214.

BOŠANSKÝ, B., et al. An Exact Double-Oracle Algorithm for Zero-Sum Extensive-Form Games with Imperfect Information. Journal of Artificial Intelligence Research. 2014, 51 829-866. ISSN 1076-9757.

VAZQUEZ-OTERO, A., et al. Reaction-Diffusion based Computational Model for Autonomous Mobile Robot Exploration of Unknown Environments. International Journal of Unconventional Computing. 2014, 10(4), 295-316. ISSN 1548-7199.

MOUCHA, A., et al. Distributed phase-shift beamforming power balancing in ad-hoc and sensor networks. Telecommunication Systems. 2014, 57(4), 367-377. ISSN 1018-4864.

JUSKO, J. and M. REHÁK. Identifying peer-to-peer communities in the network by connection graph analysis. International Journal of Network Management. 2014, 24(4), 235-252. ISSN 1055-7148.

Patents

KOCUR, Z., et al. Adaptabilní systém pro zvýšení rychlosti a spolehlivosti přenosu dat v paketové síti s optimalizací zpoždění. Czech Republic. Patent. CZ 304568. 2014-05-28. Available from: http://isdv.upv.cz/portal/pls/portal/portlets.pts.det?xprim=1959754&lan=cs

JANEČEK, J. Schaltung fur eine integrierte Steuerung und Verwaltung in Service-Networken von intelligenten Gebauden. Germany. Utility Model. DE 20 2013 011 821.0. 2014-08-06. Available from: http://worldwide.espacenet.com/publicationDetails/originalDocument?CC=DE&NR=102013107333A1&KC=A1&FT=D&ND=3&date=20140410&DB=EPODOC&locale=en_EP

JANEČEK, J. and J. KUBR. Zařízení pro integrované a distribuované řízení a správu inteligentních budov a bytů. Czech Republic. Utility Model. CZ 27182. 2014-07-14. Available from: http://worldwide.espacenet.com/publicationDetails/biblio;jsessionid=FF1ACB94CF0A4CF302CB3FFBC2E54D10.espacenet_levelx_prod_1?FT=D&date=20140723&DB=EPODOC&locale=en_EP&CC=CZ&NR=27182U1&KC=U1&ND=4

ROLLO, M., et al. Telemetrický systém pro zvýšení bezpečnosti provozu ultralehkých letounů. Czech Republic. Utility Model. CZ 27178. 2014-07-14. Available from: http://spisy.upv.cz/UtilityModels/FullDocuments/FDUM0027/uv027178.pdf

Papers in Other Journals

BUREŠ, M. Optimization of the Test Strategy and Efficient Operational Decisions during the Testing of Complex Software Systems: An Approach Based on Simulation of Testing Process. International Journal on Information Technologies and Security. 2014, 6(1), 3-14. ISSN 1313-8251.

STIBOREK, J., et al. Game Theoretical Model for Adaptive Intrusion Detection System. Transactions on Computational Collective Intelligence. 2014, 15 133-163. ISSN 0302-9743.

QAFMOLLA, X., V. NGUYEN, and K. RICHTA. Metamodel-based Generation of Web Content Management Systems. International Journal on Information Technologies and Security. 2014, 2014(4), 17-30. ISSN 1313-8251.

MACEK, O. Model Driven Approach to Software Versioning. International Journal on Information Technologies and Security. 2014, 6(1), 27-38. ISSN 1313-8251.

LISÝ, V. ALTERNATIVE SELECTION FUNCTIONS FOR INFORMATION SET MONTE CARLO TREE SEARCH. Acta Polytechnica. 2014, 45(5), 333-340. ISSN 1210-2709.

ČERTICKÝ, M. Conformant Planning with Static Causal Laws and Negation as Failure: Decomposition of the ASP Approach. International Journal of Artificial Intelligence. 2014, 12(1), 48-59. ISSN 0974-0635.

Books, Book Chapters and Lecture Notes

POKORNÝ, J., K. RICHTA, and V. SNÁŠEL, eds. DATESO 2014. Roudnice nad Labem, 2014-04-16/2014-04-18. Praha: Nakladatelství ČVUT, 2014. ISSN 1613-0073.

GARCÍA, S., A. ZUNINO, and M. CAMPO. Detecting Botnet Traffic from a Single Host. In: GUPTA, M., ed. Handbook of Research on Emerging Developments in Data Privacy. Hershey, Pennsylvania: IGI Global, 2014. pp. 426-446. ISBN 978-1-4666-7381-6. DOI 10.4018/978-1-4666-7381-6.ch019.

CRIADO, N., et al., eds. Proceedings of the 1st International Workshop on Agents and CyberSecurity. Paris, 2014-05-05. New York: ACM, 2014. ISBN 978-1-4503-2728-2. Available from: http://dl.acm.org/citation.cfm?id=2602945&picked=prox

ŽELEZNÝ, F. Satisfiability Machines. In: MUGGLETON, S.H. and H. WATANABE, eds. Latest Advances in Inductive Logic Programming. London: Imperial College Press, 2014. pp. 113-120. ISBN 978-1-78326-508-4.

Conference Proceedings

VOLF, P., et al. Validation of an Air-Traffic Controller behavioral model for fast time simulation. In: Integrated Communications, Navigation and Surveillance Conference. Integrated Communications, Navigation and Surveillance Conference, Herndon, VA, 2014-04-08/2014-04-10. Piscataway: IEEE, 2014. pp. T11-T19. ISSN 2155-4943. ISBN 978-1-4799-4891-8. DOI 10.1109/ICNSurv.2014.6820020.

MALINSKÝ, R. and I. JELÍNEK. Comparing Methods of Trend Assessment. In: Web Engineering. The International Conference on Web Engineering, Toulouse, 2014-07-01/2014-07-04. Heidelberg: Springer, 2014. pp. 554-557. Lecture Notes in Computer Science. ISSN 0302-9743. ISBN 978-3-319-08244-8. DOI 10.1007/978-3-319-08245-5_49.

BALÍK, M. and I. JELÍNEK. Development Process and Evaluation Methods for Adaptive Hypermedia. In: Proceedings of the 10th International Conference on Web Information Systems and Technologies. 10th International Conference on Web Information Systems and Technologies (WEBIST), Barcelena, 2014-04-03/2014-04-05. Porto: SciTePress - Science and Technology Publications, 2014. pp. 107-114. ISBN 978-989-758-024-6. DOI 10.5220/0004858401070114.

SONG, Q., et al. Exploring Pareto Routes in Multi-Criteria Urban Bicycle Routing. In: Proceedings of the 17th International Conference on Intelligent Transportation Systems. 17th International IEEE Conference on Intelligent Transportation Systems, Qingdao, 2014-10-08/2014-10-11. Piscataway: IEEE, 2014. pp. 1781-1787. ISBN 978-1-4799-6078-1. Available from: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6957951

FRAJTÁK, K., M. BUREŠ, and I. JELÍNEK. Reducing user input validation code in web applications using Pex extension. In: ACM International Conference Proceeding Series, Volume 883. CompSysTech'14 - International Conference on Computer Systems and Technologies, Ruse, 2014-06-27/2014-06-28. Rousse: Bulgarian Chapter of ACM, 2014. pp. 302-308. ACM International Conference Proceeding Series. ISBN 978-1-4503-2753-4. DOI 10.1145/2659532.2659633.

ABAFFY, M., et al. Solving adversarial patrolling games with bounded error. In: ALESSIO LOMUSCI, AL, et al., eds. Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems. 13th International Conference on Autonomous Agents and Multiagent Systems, Paris, 2014-05-05/2014-05-09. County of Richland: IFAAMAS, 2014. pp. 1617-1618. ISBN 978-1-4503-2738-1.

KER, Andrew D. and T. PEVNÝ. A mishmash of methods for mitigating the model mismatch mess. In: Proceedings of SPIE Media Watermarking, Security, and Forensics 2014. 2014 IS&T/SPIE Electronic Imaging, San Francisco, 2014-02-02/2014-02-06. Washington: SPIE, 2014. ISSN 0277-786X. ISBN 978-0-8194-9945-5. DOI 10.1117/12.2038908.

FRAJTÁK, K., M. BUREŠ, and I. JELÍNEK. Pex extension for generating user input validation code for web applications. In: HOLZINGER, A., et al., eds. Proceedings of the 9th International Conference on Software Engineering and Applications. 9th International Conference on Software Engineering and Applications, Vienna, 2014-08-29/2014-08-31. Setúbal: INSTICC Press, 2014. pp. 315-320. ISBN 978-989-758-036-9. DOI 10.5220/0004994103150320. Available from: http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220/0004994103150320

LANCTOT, M., V. LISÝ, and M.H.M. WINANDS. Monte Carlo Tree Search in Simultaneous Move Games with Applications to Goofspiel. In: Computer Games. Workshop on Computer Games, Beijing, 2013-08-03. Cham: Springer International Publishing AG, 2014. pp. 28-43. Communications in Computer and Information Science. ISSN 1865-0929. ISBN 978-3-319-05427-8. DOI 10.1007/978-3-319-05428-5_3.

REHÁK, M., J. JUSKO, and T. PEVNÝ. A Memory Efficient Privacy Preserving Representation of Connection Graphs. In: ACySE '14 Proceedings of the 1st International Workshop on Agents and CyberSecurity. ACySe '14 Agents and CyberSecurity, Paris, 2014-05-06. New York: ACM, 2014. ISBN 978-1-4503-2728-2. DOI 10.1145/2602945.2602947.

ONDRÁČEK, J., O. VANĚK, and M. PĚCHOUČEK. Monitoring Oil Pipeline Infrastructures with Multiple Unmanned Aerial Vehicles. In: Advances in Practical Applications of Heterogeneous Multi-Agent Systems - The PAAMS Collection. 12th International Conference on Practical Applications of Agents and Multi-Agent Systems, Salamanca, 2014-06-04/2014-06-06. Heidelberg: Springer, 2014. pp. 219-230. ISSN 0302-9743. ISBN 978-3-319-07550-1. DOI 10.1007/978-3-319-07551-8_19. Available from: http://link.springer.com/chapter/10.1007%2F978-3-319-07551-8_19

GRILL, M. and M. REHÁK. Malware detection using HTTP user-agent discrepancy identification. In: 2014 IEEE International W orkshop on Information Forensics and Security (WIFS). IEEE Workshop on Information Forensics and Security, Atlanta, 2014-12-03/2014-12-05. Piscataway: IEEE, 2014. pp. 221-226. ISBN 978-1-4799-8882-2. DOI 10.1109/WIFS.2014.7084331.

DURKOTA, K. and V. LISÝ. Computing Optimal Policies for Attack Graphs with Action Failures and Costs. In: ENDRISS, U. and J. LEITE, eds. Frontiers in Artificial Intelligence and Applications. The 7th European Starting AI Researcher Symposium, Praha, 2014-08-18/2014-08-19. Amsterdam: IOS Press, 2014. pp. 101-110. ISSN 0922-6389. ISBN 978-1-61499-420-6. DOI 10.3233/978-1-61499-421-3-101.

ANDĚL, M. Network Constrained Forest to Improve Gene Expression Data Classification. In: POSTER 2014 - 18th International Student Conference on Electrical Engineering. 18th International Student Conference on Electrical Engineering, Praha, 2014-05-15. Prague: Czech Technical University, 2014. ISBN 978-80-01-05499-4. Available from: http://radio.feld.cvut.cz/conf/poster2014/

CHLUMECKÝ, M. Evaluation of Changes in Water Regime Caused by Long-term Development of Vegetation Cover. In: BRYCH, K. and M. TESAŘ, eds. Hydrologie malého povodí 2014. Hydrologie malého povodí 2014, Praha, 2014-04-22/2014-04-24. Praha: Ústav pro hydrodynamiku AVČR, 2014. pp. 160-165. ISBN 978-80-02-02525-2.

TOŽIČKA, J., D. ŠIŠLÁK, and M. PĚCHOUČEK. Diverse Planning for UAV Trajectories. In: FILIPE, J. and A. FRED, eds. Agents and Artificial Intelligence. International Conference on Agents and Artificial Intelligence, Barcelona, 2013-02-15/2013-02-18. Heidelberg: Springer, 2014. pp. 277-292. ISSN 1865-0929. ISBN 978-3-662-44439-9. DOI 10.1007/978-3-662-44440-5_17.

LANCTOT, M., V. LISÝ, and M. BOWLING. Search in Imperfect Information Games Using Online Monte Carlo Counterfactual Regret Minimization. In: Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence. The AAAI-14 Workshop on Computer Poker and Imperfect Information, Quebec City, 2014-07-27. Menlo Park: AAAI Press, 2014. pp. 34-41. Available from: http://aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8820/8353

BUREŠ, M. Change Detection System for the Maintenance of Automated Testing. In: MERAYO, M.G. and E. MONTES DE OCA, eds. Testing Software and Systems. The 26th IFIP International Conference on Testing Software and Systems, Madrid, 2014-09-23/2014-09-25. Berlin: Springer, 2014. pp. 192-197. Lecture Notes in Computer Science. ISSN 0302-9743. ISBN 978-3-662-44856-4. DOI 10.1007/978-3-662-44857-1_15.

JALOVEC, K. and F. ŽELEZNÝ. Binary Classification of Metagenomic Samples Using Discriminative DNA Superstrings. In: Proceedings of the Eighth International Workshop on Machine Learning in Systems Biology. Machine Learning in Systems Biology, Strasbourg, 2014-09-06/2014-09-07. Paris: Université Paris V, 2014. pp. 44-47.

ČERNÝ, V., A. MOUCHA, and J. KUBR. Optimal algorithm for phase shift searching for the DPSBF. In: FIŠER, P. and H. KUBÁTOVÁ, eds. Proceedings of the 2nd Prague Embedded Systems Workshop. The 2nd Prague Embedded Systems Workshop, Roztoky u Prahy, 2014-06-12/2014-06-13. 2014. pp. 17-21. Available from: http://pesw2014.fit.cvut.cz/papers/Cerny.pdf

ŠOUREK, G., O. KUŽELKA, and F. ŽELEZNÝ. Predicting Top-k Trends on Twitter using Graphlets and Time Features. In: Late Breaking Papers of the 23rd International Conference on Inductive Logic Programming. 23rd International Conference on Inductive Logic Programming, Rio de Janeiro, 2013-08-28/2013-08-30. Aachen: CEUR Workshop Proceedings, 2014. pp. 52-57. ISSN 1613-0073. Available from: http://ceur-ws.org/Vol-1187/paper-09.pdf

KOPP, M., T. PEVNÝ, and M. HOLEŇA. Interpreting and clustering outliers with sapling random forests. In: KŮRKOVÁ, V., et al., eds. Proceedings of the 14th conference ITAT 2014 – Workshops and Posters. Computational Intelligence and Data Mining, Demänovská Dolina, 2014-09-25/2014-09-29. Praha: Institute of Computer Science AS CR, 2014. pp. 61-67. ISBN 978-80-87136-19-5. Available from: http://www.library.sk/i2/content.csg.cls?ictx=cav&repo=crepo1&key=88442135003

PEVNÝ, T. and M. KOPP. Explaining Anomalies with Sapling Random Forests. In: KŮRKOVÁ, V., et al., eds. Proceedings of the 14th conference ITAT 2014 – Workshops and Posters. Computational Intelligence and Data Mining, Demänovská Dolina, 2014-09-25/2014-09-29. Praha: Institute of Computer Science AS CR, 2014. pp. 71-78. ISBN 978-80-87136-19-5. Available from: http://www.library.sk/i2/content.csg.cls?ictx=cav&repo=crepo1&key=70202320092

BALÍK, M. and I. JELÍNEK. RESTful User Model API for the Exchange of User's Preferences among Adaptive Systems. In: Proceedings of the 16th International Conference on Enterprise Information Systems. 16th International Conference on Enterprise Information Systems, Lisbon, 2014-04-27/2014-04-30. Porto: SciTePress - Science and Technology Publications, 2014. pp. 627-634. ISBN 978-989-758-028-4. DOI 10.5220/0004896806270634.

ŠUBRT, L., et al. Novel Mobility Model for Indoor Conference Scenarios. In: Conference Proceedings of EuCAP 2014. 8th European Conference on Antennas and Propagation, Haag, 2014-04-06/2014-04-11. Bruxelles: The European Association on Antennas and Propagation, 2014. pp. 2136-2137. ISBN 978-88-907018-4-9. DOI 10.1109/EuCAP.2014.6902231.

FAIGL, J. and G.A. HOLLINGER. Self-Organizing Map for the Prize-Collecting Traveling Salesman Problem. In: Advances in Intelligent Systems and Computing. 10th Workshop on Self-Organizing Maps, Mittweida, 2014-06-02/2014-06-04. Düsseldorf: Springer VDI Verlag, 2014. pp. 281-291. ISSN 2194-5357. ISBN 978-3-319-07694-2. DOI 10.1007/978-3-319-07695-9_27.

ČERNÝ, T., et al. Efficient Description and Cache Performance in Aspect-Oriented User Interface Design. In: Proceedings of the 2014 Federated Conference on Computer Science and Information Systems. FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS, Warsaw, 2014-09-07/2014-09-10. Katowice: Polish Information Processing Society, 2014. pp. 1667-1676. Annals of Computer Science and Information Systems. ISSN 2300-5963. ISBN 978-83-60810-58-3. DOI 10.15439/2014F244. Available from: https://fedcsis.org/proceedings/2014/pliks/244.pdf

JAKOB, M., et al. Personalized Fully Multimodal Journey Planner. In: SCHAUB, T., G. FRIEDRICH, and B. O´SULLIVAN, eds. Proceedings of Prestigious Applications of Intelligent Systems. Prestigious Applications of Intelligent Systems, Prague, 2014-08-18/2014-08-22. Amsterdam: IOS Press, 2014. pp. 1225-1226. ISSN 0922-6389. ISBN 978-1-61499-418-3. DOI 10.3233/978-1-61499-419-0-1225.

ČEMUS, K. and T. ČERNÝ. Aspect-driven design of Information Systems. In: SOFSEM 2014: Theory and Practice of Computer Science. 40th International Conference on Current Trends in Theory and Practice of Computer Science, High Tatras, 2014-01-26/2014-01-29. Cham: Springer International Publishing AG, 2014. pp. 174-186. Lecture notes in computer science. ISSN 0302-9743. ISBN 978-3-319-04297-8. DOI 10.1007/978-3-319-04298-5_16.

EGAN, M. and M. JAKOB. A Profit-Aware Negotiation Mechanism for On-Demand Transport Services. In: SCHAUB, T., G. FRIEDRICH, and B. O´SULLIVAN, eds. Frontiers in Artificial Intelligence and Applications. The 21st European Conference on Artificial Intelligence, Praha, 2014-08-18/2014-08-22. Amsterdam: IOS Press, 2014. pp. 273-278. ISSN 0922-6389. ISBN 978-1-61499-418-3. DOI 10.3233/978-1-61499-419-0-273.

ČERTICKÝ, M., et al. Agent-based Simulation Testbed for On-demand Mobility Services. In: Procedia Computer Science. The 5th International Conference on Ambient Systems, Networks and Technologies (ANT-2014), the 4th International Conference on Sustainable Energy Information Technology (SEIT-2014), Hasselt, 2014-06-02/2014-06-05. Amsterdam: Elsevier, 2014. pp. 808-815. ISSN 1877-0509. DOI 10.1016/j.procs.2014.05.495. Available from: http://www.sciencedirect.com/science/article/pii/S1877050914006954#

ČERTICKÝ, M., et al. Agent-Based Simulation Testbed for On-demand Transport Services. In: ALESSIO LOMUSCI, AL, et al., eds. Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems. 13th International Conference on Autonomous Agents and Multiagent Systems, Paris, 2014-05-05/2014-05-09. County of Richland: IFAAMAS, 2014. pp. 1671-1672. ISBN 978-1-4503-2738-1.

BUREŠ, M. Automated Testing in the Czech Republic: The Current Situation and Issues. In: ACM International Conference Proceeding Series, Volume 883. CompSysTech'14 - International Conference on Computer Systems and Technologies, Ruse, 2014-06-27/2014-06-28. Rousse: Bulgarian Chapter of ACM, 2014. pp. 294-301. ACM International Conference Proceeding Series. ISBN 978-1-4503-2753-4. DOI 10.1145/2659532.2659605.

FAIGL, J., P. VANĚK, and M. KULICH. Self-organizing map for determination of goal candidates in mobile robot exploration. In: Proceedings of the 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. The 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, 2014-04-23/2014-04-25. Louvain la Neuve: Ciaco - i6doc.com, 2014. pp. 589-594. ISBN 978-2-87419-095-7.

ANDĚL, M., J. KLÉMA, and Z. KREJČÍK. Network-Constrained Forest for Regularized Omics Data Classification. In: ZHENG, H., et al., eds. Proceedings 2014 IEEE International Conference on Bioinformatics and Biomedicine. 2014 IEEE International Conference on Bioinformatics and Biomedicine, Belfast, 2014-11-02/2014-11-05. Piscataway: IEEE, 2014. pp. 410-417. ISBN 978-1-4799-5668-5. DOI 10.1109/BIBM.2014.6999193.

DOLGIKH, D. and I. JELÍNEK. Modelling of the musical taste using semantic network for recommendation systems. In: ACM International Conference Proceeding Series, Volume 883. CompSysTech'14 - International Conference on Computer Systems and Technologies, Ruse, 2014-06-27/2014-06-28. Rousse: Bulgarian Chapter of ACM, 2014. pp. 174-178. ACM International Conference Proceeding Series. ISBN 978-1-4503-2753-4. DOI 10.1145/2659532.2659624.

ŠTOLBA, M. and A. KOMENDA. Relaxation Heuristics for Multiagent Planning. In: CHIEN, S., et al., eds. Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling. 24th International Conference on Automated Planning and Scheduling, Portsmouth, NH, 2014-06-21/2014-06-26. Menlo Park, California: AAAI Press, 2014. pp. 298-306. ISSN 2334-0835. ISBN 978-1-57735-660-8.

CHLUMECKÝ, M., M. TESAŘ, and J. BUCHTELE. The Appraisals of Long Time Series of Evapotranspiration Using Modelling Rainfall-Runoff with Optimized Parameters. In: RUIZ, IR and GR GARCIA, eds. International work-conference on Time Series 2014. International work-conference on Time Series 2014, Granada, 2014-06-25/2014-06-27. Granada: Universidad de Granada, 2014. pp. 1280-1291. ISBN 978-84-15814-97-9.

KLÍMA, R., Ch. KIEKINTVELD, and V. LISÝ. Online Learning Methods for Border Patrol Resource Allocation. In: Decision and Game Theory for Security. 5th International Conference on Decision and Game Theory for Security, Los Angeles, 2014-11-06/2014-11-07. Heidelberg: Springer, 2014. pp. 340-349. Lecture Notes in Computer Science. ISSN 0302-9743. ISBN 978-3-319-12600-5. DOI 10.1007/978-3-319-12601-2_20.

ČERNÝ, V., A. MOUCHA, and J. KUBR. Interference Cancellation by the Usage of Distributed Phase Shift Beamforming. In: 2014 Eighth International Conference on Next Generation Mobile Applications, Services and Technologies. 8th International Conference on Next Generation Mobile Apps, Services and Technologies, Oxford, 2014-09-10/2014-09-12. Los Alamitos: Conference publishing Services, 2014. pp. 248-253. ISBN 978-1-4799-5073-7. DOI 10.1109/NGMAST.2014.58. Available from: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6982924

HRNČÍŘ, J., et al. Bicycle Route Planning with Route Choice Preferences. In: SCHAUB, T., G. FRIEDRICH, and B. O´SULLIVAN, eds. Proceedings of Prestigious Applications of Intelligent Systems. Prestigious Applications of Intelligent Systems, Prague, 2014-08-18/2014-08-22. Amsterdam: IOS Press, 2014. pp. 1149-1154. ISSN 0922-6389. ISBN 978-1-61499-418-3. DOI 10.3233/978-1-61499-419-0-1149.

NYKL, J., M. JAKOB, and J. HRNČÍŘ. Advanced Public Transport Network Analyser. In: SCHAUB, T., G. FRIEDRICH, and B. O´SULLIVAN, eds. Proceedings of Prestigious Applications of Intelligent Systems. Prestigious Applications of Intelligent Systems, Prague, 2014-08-18/2014-08-22. Amsterdam: IOS Press, 2014. pp. 1229-1230. ISSN 0922-6389. ISBN 978-1-61499-418-3. DOI 10.3233/978-1-61499-419-0-1229.

TOŽIČKA, J., J. JAKUBŮV, and A. KOMENDA. Generating Multi-Agent Plans by Distributed Intersection of Finite State Machines. In: ECAI 2014. PAIS 2014 and the PAIS System Demonstrations, Prague, 2014-08-18/2014-08-22. Amsterdam: IOS Press, 2014. pp. 1111-1112. Frontiers in Artificial Intelligence and Applications. ISSN 0922-6389. ISBN 978-1-61499-418-3. DOI 10.3233/978-1-61499-419-0-1111.

NAVA VELAZCO, U., et al. Automatic Analysis of Spatial Gene Expression Patterns. In: Proceedings of International Workshop Modeling in Engineering. International Workshop Modeling in Engineering, Buštěhrad, 2014-11-28. Buštěhrad: UCEEB, 2014.

MÁTL, L. and T. ČERNÝ. Effective Manycast Messaging for Overlay Networks. In: SofSem 2014 Proceedings of Student Research Forum. 40th Conference on Current Trends in Theory and Practice of Computer Science, High Tatras, 2014-01-25/2014-01-30. Košice: P.J.Šafárik University, 2014. Theory and Practice of Computer Science. ISBN 978-80-8152-085-3.

JANOVSKÝ, P., M. ČÁP, and J. VOKŘÍNEK. Finding Coordinated Paths for Multiple Holonomic Agents in 2-D Polygonal Environment. In: ALESSIO LOMUSCI, AL, et al., eds. Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems. 13th International Conference on Autonomous Agents and Multiagent Systems, Paris, 2014-05-05/2014-05-09. County of Richland: IFAAMAS, 2014. pp. 1117-1123. ISBN 978-1-4503-2738-1.

HOLEC, M., V. GOLOGUZOV, and J. KLÉMA. miXGENE tool for learning from heterogeneous gene expression data using prior knowledge. In: KROL, M., ed. 2014 IEEE 27th International Symposium on Computer-Based Medical Systems. The 27th International Symposium on Computer-Based Medical Systems, New York, 2014-05-27/2014-05-29. Piscataway: IEEE, 2014. pp. 247-250. ISSN 1063-7125. ISBN 978-1-4799-4435-4. DOI 10.1109/CBMS.2014.8. Available from: http://mixgene.felk.cvut.cz/

ČERTICKÝ, M., et al. LAAOS: Logical Aspects of Adaptable Ontological Schemas (Project Overview). In: SVÁTEK, V. and O. ZAMAZAL, eds. Proceedings of the 13th Annual Conference Znalosti 2014. Znalosti 2014, Jasná pod Chopkom, 2014-09-26/2014-09-28. Praha: VŠE, 2014. pp. 58-61. ISBN 978-80-245-2054-4.

VANĚK, P., J. FAIGL, and J. VOKŘÍNEK. Unsupervised Learning of Growing Roadmap in Multi-Goal Motion Planning Problem. In: Machine Learning in Planning and Control of Robot Motion Workshop. Machine Learning in Planning and Control of Robot Motion Workshop, Chicago, 2014-09-14. 2014. Available from: http://www.cs.unm.edu/amprg/mlpc14Workshop/schedule.html

FAIGL, J. and G.A. HOLLINGER. Unifying multi-goal path planning for autonomous data collection. In: Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems, Chicago, 2014-09-14/2014-09-18. Piscataway: IEEE, 2014. pp. 2937-2942. ISSN 2153-0858. ISBN 978-1-4799-6934-0. DOI 10.1109/IROS.2014.6942967.

GARCÍA, S., V. UHLÍŘ, and M. REHÁK. Identifying and Modeling Botnet C&C Behaviors. In: CRIADO, N., et al., eds. Proceedings of the 1st International Workshop on Agents and CyberSecurity. First International Workshop on Agents and CyberSecurity, Paris, 2014-05-05. New York: ACM, 2014. ISBN 978-1-4503-2728-2. DOI 10.1145/2602945.2602949. Available from: http://dl.acm.org/citation.cfm?id=2602949

TOŽIČKA, J., et al. Multiagent Planning Supported by Plan Diversity Metrics and Landmark Actions. In: Proceedings of the 6th International Conference on Agents and Artificial Intelligence. 6th International Conference on Agents and Artificial Intelligence, Angers, 2014-03-06/2014-03-08. Porto: SciTePress - Science and Technology Publications, 2014. pp. 178-189. ISBN 978-989-758-015-4. Available from: http://cs.felk.cvut.cz/en/page/deterministic-domain-independent-multi-agent-planning

VOKŘÍNEK, J., M. SCHAEFER, and D. PINOTTI. Multi-agent traffic simulation for human-in-the-loop cooperative drive systems testing. In: ALESSIO LOMUSCI, AL, et al., eds. Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems. 13th International Conference on Autonomous Agents and Multiagent Systems, Paris, 2014-05-05/2014-05-09. County of Richland: IFAAMAS, 2014. pp. 1691-1692. ISBN 978-1-4503-2738-1.

MONGE, D A, et al. Ensemble Learning of Run-Time Prediction Models for Data-Intensive Scientific Workflows. In: High Performance Computing. Latin American High Performance Computing Conference, Valparaíso, 2014-10-20/2014-10-22. Heidelberg: Springer, 2014. pp. 83-97. Communications in Computer and Information Science. ISSN 1865-0929. ISBN 978-3-662-45482-4. DOI 10.1007/978-3-662-45483-1_7.

DUDAKOVA, L., et al. Genotyping of Lysyl Oxidase and Hepatocyte Growth Factor in Czech Keratoconic patients. In: The 16th International Amine Oxidase Conference & Workshop -- Delegate Handbook. The 16th International Amine Oxidase Conference & Workshop, The Garvan Institute of Medical Research, Sydney, 2014-07-15/2014-07-17. 2014. pp. 47.

SHLEYFMAN, A., A. KOMENDA, and C. DOMSHLAK. On Combinatorial Actions and CMABs with Linear Side Information. In: SCHAUB, T., G. FRIEDRICH, and B. O´SULLIVAN, eds. Frontiers in Artificial Intelligence and Applications. The 21st European Conference on Artificial Intelligence, Praha, 2014-08-18/2014-08-22. Amsterdam: IOS Press, 2014. pp. 825-830. ISSN 0922-6389. ISBN 978-1-61499-418-3.

KLÉMA, J., et al. Knowledge-based Subtractive Integration of mRNA and miRNA Expression Profiles to Differentiate Myelodysplastic Syndrome. In: PASTOR, O. and C. SINOQUE, eds. Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms. 5th International Conference on Bioinformatics Models, methods and Algorithms, Angers, 2014-03-03/2014-03-06. Porto: SciTePress - Science and Technology Publications, 2014. pp. 31-39. ISBN 978-989-758-012-3.

PEVNÝ, T. and Andrew D. KER. Steganographic key leakage through payload metadata. In: Proceedings of the 2nd ACM workshop on Information hiding and multimedia security. ACM Workshop on Information Hiding and Multimedia Security, Salzburg, 2014-06-11/2014-06-13. New York: ACM, 2014. pp. 109-114. ISBN 978-1-4503-2647-6. DOI 10.1145/2600918.2600921.

KUBALÍK, J. and M. SNÍŽEK. A Novel Evolutionary Algorithm with Indirect Representation and Extended Nearest Neighbor Constructive Procedure for Solving Routing Problems. In: FATHELALEM, F., ed. Proccedings of 2014 International Conference on Intelligent Systems Design and Applications. 14th International Conference on Intelligent Systems Design and Applications, Okinawa, 2014-11-27/2014-11-29. Piscataway: IEEE, 2014. pp. 156-161. ISBN 978-1-4799-7938-7. DOI 10.1109/ISDA.2014.7066254.

LISÝ, V., R. KESSL, and T. PEVNÝ. Randomized Operating Point Selection in Adversarial Classification. In: Machine Learning and Knowledge Discovery in Databases - ECML PKDD 2013, part II. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Nancy, 2014-09-15/2014-09-19. Heidelberg: Springer, 2014. pp. 240-255. Lecture Notes in Computer Science. ISSN 0302-9743. ISBN 978-3-662-44850-2. DOI 10.1007/978-3-662-44851-9_16.

ČERMÁK, J., B. BOŠANSKÝ, and V. LISÝ. Practical Performance of Refinements of Nash Equilibria in Extensive-Form Zero-Sum Games. In: SCHAUB, T., G. FRIEDRICH, and B. O´SULLIVAN, eds. Frontiers in Artificial Intelligence and Applications. The 21st European Conference on Artificial Intelligence, Praha, 2014-08-18/2014-08-22. Amsterdam: IOS Press, 2014. pp. 201-206. ISSN 0922-6389. ISBN 978-1-61499-418-3. DOI 10.3233/978-1-61499-419-0-201.

VANĚK, P., J. FAIGL, and D. MASRI. Multi-Goal Trajectory Planning with Motion Primitives for Hexapod Walking Robot. In: FILIPE, J., et al., eds. Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics. 11th International Conference on Informatics in Control, Automation and Robotics, Vienna, 2014-09-01/2014-09-03. Porto: SciTePress - Science and Technology Publications, 2014. pp. 599-604. ISBN 978-989-758-040-6.

TOŽIČKA, J., et al. Multiagent Planning by Iterative Negotiation over Distributed Planning Graphs. In: BORRAJO, D., D.L. KOVACS, and A. TORRENO, eds. Proceedings of the 2nd Workshop on Distributed and Multi-Agent Planning. Distributed and Multi-Agent Planning Workshop, 24th International Conference on Automated Planning and Scheduling, Portsmouth, 2014-06-21/2014-06-26. 2014. pp. 7-15.

Dissertations

ČEPEK, M. Inductive Preprocessing Technology. 2014. PhD Thesis.

BALÍK, M. Ontology-based Model for Personalized Web Design. 2014. PhD Thesis.

BURYAN, P. Refinement Action-Based Framework for Utilization of Softcomputing in Inductive Learning. Praha: 2014. PhD Thesis. ČVUT FEL, Katedra kybernetiky.

Research Reports

KUBR, J., O. MACEK, and P. STRNAD. Aplikace pro vinařské soutěže. 2014.

ŠOUREK, G. and F. ŽELEZNÝ. Event Reconstruction from Network Flows. 2014.

VOKŘÍNEK, J., M. SCHAEFER, and A. HORKÝ. Development of multi agent traffic simulation environment with detailed vehicle model. 2014. Progress report v0.3.

ČERNOCH, R., J. HÁJÍČEK, and F. ŽELEZNÝ. Progress in Automatic Construction of Key-Lock Systems. 2014.

KUBR, J., et al. Integrace datových služeb vědecko-výukové skupiny. 2014.

KUBR, J., et al. Konsolidace zálohování a archivace dat. 2014.

BENDA, P. Zálohování a archivace dat Centra agentních technologií s možností rozšiřitelnosti na obdobná pracoviště. 2014.

Unpublished Lectures

REHÁK, M. Modern Security Analytics: Finding a Needle in the Hay Blower. Unpublished Lecture. Ecole Polytechnique Federale de Lausanne. 2014-06-12.

QAFMOLLA, X. and V. NGUYEN. Semiautomatic Generation of Content-based Web Applications: An Evaluation of Supporting Tools. Unpublished Lecture. Assoc. Prof. Dr. Yurdagül Ünal, Hacettepe University, Department of Information Management. 2014-11-24.

REHÁK, M. and M. GRILL. Categorisation of False Positives: Not All Network Anomalies are Born Equal. Unpublished Lecture. ICML Workshop on Learning, Security and Privacy. 2014-06-25.

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