13000 / 13136 - Publikace - 2018

13000 / 13136 - katedra počítačů

Publikační činnost 2018

Články v časopisech WoS

STIBOREK, J., T. PEVNÝ a M. REHÁK. Probabilistic analysis of dynamic malware traces. Computers & Security. 2018, 74 221-239. ISSN 1872-6208. DOI 10.1016/j.cose.2018.01.012. Dostupné z: https://www.sciencedirect.com/science/article/pii/S0167404818300336

FIŠER, D. a A. KOMENDA. Fact-Alternating Mutex Groups for Classical Planning. Journal of Artificial Intelligence Research. 2018, 61 475-521. ISSN 1076-9757. DOI 10.1613/jair.5321.

TORRENO, A. et al. Cooperative Multi-Agent Planning: A Survey. ACM Computing Surveys. 2018, 50(6), ISSN 0360-0300. DOI 10.1145/3128584.

BUREŠ, M., K. FRAJTÁK a B. AL-BEYWANEE. Tapir: Automation Support of Exploratory Testing Using Model Reconstruction of the System Under Test. IEEE Transactions on Reliability. 2018, 67(2), 557-580. ISSN 0018-9529. DOI 10.1109/TR.2018.2799957.

ŠOUREK, G. et al. Lifted Relational Neural Networks: Efficient Learning of Latent Relational Structures. Journal of Artificial Intelligence Research. 2018, 62 69-100. ISSN 1076-9757.

ČERMÁK, J. et al. Approximating Maxmin Strategies in Imperfect Recall Games Using A-loss Recall Property. International Journal of Approximate Reasoning. 2018, 93 290-326. ISSN 0888-613X. DOI 10.1016/j.ijar.2017.11.010.

KOHOUT, J. a T. PEVNÝ. Network traffic fingerprinting based on approximated kernel two-sample test. IEEE Transactions on Information Forensics and Security. 2018, 13(3), 788-801. ISSN 1556-6013. DOI 10.1109/TIFS.2017.2768018.

BUREŠ, M., M. FILIPSKÝ a I. JELÍNEK. Identification of Potential Reusable Subroutines in Recorded Automated Test Scripts. International Journal of Software Engineering and Knowledge Engineering. 2018, 28(1), 3-36. ISSN 0218-1940. DOI 10.1142/S0218194018500018.

STIBOREK, J., T. PEVNÝ a M. REHÁK. Multiple instance learning for malware classification. Expert Systems with Applications. 2018, 2018(93), 346-357. ISSN 0957-4174. DOI 10.1016/j.eswa.2017.10.036.

ŠTOLBA, M., J. TOŽIČKA a A. KOMENDA. Quantifying privacy leakage in multi-agent planning. ACM Transactions on Internet Technology. 2018, 18(3), ISSN 1533-5399. DOI 10.1145/3133326.

KOHOUT, J. et al. Learning Communication Patterns for Malware Discovery in HTTPs Data. Expert Systems with Applications. 2018, 101 129-142. ISSN 0957-4174. DOI 10.1016/j.eswa.2018.02.010.

FRANC, V. et al. Learning data discretization via convex optimization. Machine Learning. 2018, 107(2), 333-355. ISSN 0885-6125. DOI 10.1007/s10994-017-5654-4.

ZAMLI, K. et al. A hybrid Q-learning sine-cosine-based strategy for addressing the combinatorial test suite minimization problem. PLoS ONE. 2018, 13(5), ISSN 1932-6203. DOI 10.1371/journal.pone.0195675. Dostupné z: http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0195675

Články v ostatních periodikách

VINTR, T., K. EYISOY a T. KRAJNÍK. A Practical Representation of Time for the Human Behaviour Modelling. Forum Statisticum Slovacum. 2018, 14(2), 61-75. ISSN 1336-7420.

EGAN, M. et al. Towards Data-Driven on-Demand Transport. EAI Endorsed Transaction on Industrial Networks and Intelligent Systems. 2018, 5(14), 1-10. ISSN 2410-0218. DOI 10.4108/eai.27-6-2018.154835.

GOERTZEL, Z., J. JAKUBŮV a J. URBAN. ProofWatch Meets ENIGMA: First Experiments. Kalpa Publications in Computing. 2018, 1(9), 15-22. ISSN 2515-1762. DOI 10.29007/z7qx. Dostupné z: https://easychair.org/publications/paper/28xp

Knihy, kapitoly v knihách, skripta, sborníky

TOŽIČKA, J., J. JAKUBŮV a A. KOMENDA. Recursive Reductions of Action Dependencies for Coordination-Based Multiagent Planning. In: Transactions on Computational Collective Intelligence XXVIII. Düsseldorf: Springer VDI Verlag, 2018. s. 66-92. ISSN 0302-9743. ISBN 978-3-319-78300-0. DOI 10.1007/978-3-319-78301-7_4.

Stati ve sbornících konferencí

MALINKA, F., F. ŽELEZNÝ a J. KLÉMA. Genomic single rule learning with an ontology-based refinement operator. In: SVOZIL, D. a P. ČECH, eds. ENBIK2018 Conference proceedings. ENBIK - Národní bioinformatická konference, Bystřice nad Pernštejnem, 2018-06-11/2018-06-13. Praha: Vysoká škola chemicko-technologická, 2018. s. 69. ISBN 978-80-7592-017-1.

FIEDLER, D. et al. The Impact of Ridesharing in Mobility-on-Demand Systems: Simulation Case Study in Prague. In: 2018 21st International Conference on Intelligent Transportation Systems (ITSC). ​The 21st IEEE International Conference on Intelligent Transportation Systems, Maui, 2018-11-04/2018-11-07. IEEE Intelligent Transportation Systems Society, 2018. s. 1173-1178. ISSN 2153-0017. ISBN 978-1-7281-0323-5. DOI 10.1109/ITSC.2018.8569451. Dostupné z: https://arxiv.org/pdf/1807.03352.pdf

VÁŇA, P. et al. Any-Time Trajectory Planning for Safe Emergency Landing. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid, 2018-10-01/2018-10-05. New York: IEEE Press, 2018. s. 5691-5696. ISSN 2153-0866. ISBN 978-1-5386-8094-0. DOI 10.1109/IROS.2018.8594225. Dostupné z: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8594225

BRABEC, J. a L. MACHLICA. Bad Practices in Evaluation Methodology Relevant Toclass-imbalanced Problems. In: Proceedings of Critiquing and Correcting Trends in Machine Learning. Critiquing and Correcting Trends in Machine Learning, Montreal, 2018-12-07. Manchester: EasyChair Publications, 2018.

PRÁGR, M., P. ČÍŽEK a J. FAIGL. Cost of Transport Estimation for Legged Robot Based on Terrain Features Inference from Aerial Scan. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid, 2018-10-01/2018-10-05. New York: IEEE Press, 2018. s. 1745-1750. ISSN 2153-0866. ISBN 978-1-5386-8094-0. DOI 10.1109/IROS.2018.8593374. Dostupné z: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8593374

WANG, Q., C. KALISZYK a J. URBAN. First Experiments with Neural Translation of Informal to Formal Mathematics. In: Intelligent Computer Mathematics. International Conference on Intelligent Computer Mathematics, Hagenberg, 2018-08-13/2019-02-17. Springer Nature, 2018. s. 255-270. LNCS. sv. 11006. ISSN 0302-9743. ISBN 978-3-319-96811-7. DOI 10.1007/978-3-319-96812-4_22.

RIGAKI, M. a S. GARCÍA. Bringing a GAN to a Knife-Fight: Adapting Malware Communication to Avoid Detection. In: Proceedings of 2018 IEEE Symposium on Security and Privacy Workshops. 1st Deep Learning and Security Workshop, San Francisco, 2018-05-24. USA: IEEE Computer Society, 2018. s. 70-75. ISBN 978-1-5386-8276-0. DOI 10.1109/SPW.2018.00019. Dostupné z: https://ieeexplore.ieee.org/document/8424635/?part=1

TRNKA, M. et al. Aspect oriented context-aware and event-driven data processing for internet of things. In: Proceeding RACS '18 Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems. Conference on Research in Adaptive and Convergent Systems, Honolulu, 2018-10-09/2018-10-12. New York: ACM, 2018. s. 319-323. ISBN 978-1-4503-5885-9. DOI 10.1145/3264746.3264761.

AHMAD, J., P. KŘEMEN a M. LEDVINKA. Optimization of Queries Based on Foundational Ontologies. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). OnTheMove Federated Conferences & Workshops, Valletta, 2018-10-22/2018-10-26. Springer International Publishing, 2018. s. 351-367. ISSN 0302-9743. ISBN 978-3-030-02670-7. DOI 10.1007/978-3-030-02671-4_22.

KOPP, M., M. GRILL a J. KOHOUT. Community-based anomaly detection. In: Proceedings of IEEE International Workshop on Information Forensics and Security 2018. IEEE International Workshop on Information Forensics and Security 2018, Hong Kong, 2018-12-11/2019-03-15. New Jersey: IEEE Signal Processing Society, 2018. ISSN 2157-4766. DOI 10.1109/WIFS.2018.8630772.

CUCHÝ, M., M. ŠTOLBA a M. JAKOB. Benefits of Multi-Destination Travel Planning for Electric Vehicles. In: 2018 21st International Conference on Intelligent Transportation Systems (ITSC). ​The 21st IEEE International Conference on Intelligent Transportation Systems, Maui, 2018-11-04/2018-11-07. IEEE Intelligent Transportation Systems Society, 2018. s. 327-332. ISSN 2153-0017. ISBN 978-1-7281-0323-5. DOI 10.1109/ITSC.2018.8569385. Dostupné z: https://ieeexplore.ieee.org/document/8569385

BRABEC, J. a L. MACHLICA. Decision-Forest Voting Scheme for Classification Ofrare Classes in Network Intrusion Detection. In: 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC). 2018 IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, 2018-10-07/2018-10-10. USA: IEEE Computer Society, 2018. s. 3325-3330. ISSN 2577-1655. ISBN 978-1-5386-6650-0. DOI 10.1109/SMC.2018.00563. Dostupné z: https://ieeexplore.ieee.org/abstract/document/8616560/keywords#keywords

FIALKA SOBKOVÁ, L. a M. ČERTICKÝ. Urban mobility and influence factors: A case study of Prague. In: WIT Transactions on the Built Environment. 23rd International Conference on Urban Transport and the Environment, Rome, 2017-09-05/2017-09-07. Cambridge: WIT Press, 2018. s. 207-217. ISSN 1743-3509. ISBN 978-1-78466-210-3. DOI 10.2495/UT170181. Dostupné z: https://www.witpress.com/elibrary/wit-transactions-on-the-built-environment/176/36363

ŠOUREK, G. et al. Stacked Structure Learning for Lifted Relational Neural Networks. In: Inductive Logic Programming 2017. 27th International Conference on Inductive Logic Programming, Orléans, 2017-09-04/2017-09-06. Cham: Springer International Publishing, 2018. s. 140-151. 27. ISSN 0302-9743. ISBN 978-3-319-78089-4. DOI 10.1007/978-3-319-78090-0_10.

CUCHÝ, M., M. ŠTOLBA a M. JAKOB. Whole Day Mobility Planning with Electric Vehicles. In: Proceedings of the 10th International Conference on Agents and Artificial Intelligence. 10th International Conference on Agents and Artificial Intelligence, Funchal, Medeira, Portugal, 2018-01-16/2018-01-18. Madeira: SciTePress, 2018. s. 154-164. sv. 2. ISBN 978-989-758-275-2.

MRKOS, J., A. KOMENDA a M. JAKOB. Revenue Maximization for Electric Vehicle Charging Service Providers Using Sequential Dynamic Pricing. In: ANDRE, E. et al., eds. Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems. 17th International Conference on Autonomous Agents and MultiAgent Systems, Stockholm, 2018-07-10/2018-07-15. New York: ACM, 2018. s. 832-840. ISSN 1548-8403. ISBN 978-1-5108-6808-3.

GOERTZEL, Z. et al. ProofWatch: Watchlist Guidance for Large Theories in E. In: Interactive Theorem Proving. 9th International Conference on Interactive Theorem Proving, Oxford, 2018-07-09/2018-07-12. Basel: Springer, 2018. s. 270-288. LNCS. sv. 10895. ISSN 0302-9743. ISBN 978-3-319-94820-1. DOI 10.1007/978-3-319-94821-8_16.

MRKOS, J., A. KOMENDA a M. JAKOB. Dynamic Pricing Strategy for Electromobility using Markov Decision Processes. In: Proceedings of the 10th International Conference on Agents and Artificial Intelligence. 10th International Conference on Agents and Artificial Intelligence, Funchal, Medeira, Portugal, 2018-01-16/2018-01-18. Madeira: SciTePress, 2018. s. 507-514. sv. 2. ISBN 978-989-758-275-2.

FIŠER, D. a A. KOMENDA. Fact-Alternating Mutex Groups for Classical Planning (Extended Abstract). In: Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence. IJCAI-ECAI 2018, the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence, Stockholm, 2018-07-13/2018-07-19. International Joint Conferences on Artificial Intelligence Organization, 2018. s. 5603-5607. DOI 10.24963/ijcai.2018/793.

KUNC, V. A Novel Aerial Dataset for Scene Classification Annotated Using OSM for Learning Deep CNNs. In: HUSNÍK, L., ed. Proceedings of the International Student Scientific Conference Poster – 22/2018. Poster 2018, Praha, 2018-05-10. Praha: Czech Technical University in Prague, 2018. s. 1-5. ISBN 978-80-01-06428-3.

SVATOŠ, M. et al. Pruning Hypothesis Spaces Using Learned Domain Theories. In: Inductive Logic Programming 2017. 27th International Conference on Inductive Logic Programming, Orléans, 2017-09-04/2017-09-06. Cham: Springer International Publishing, 2018. s. 152-168. 27. ISSN 0302-9743. ISBN 978-3-319-78089-4. DOI 10.1007/978-3-319-78090-0_11.

HUBÁČEK, O., G. ŠOUREK a F. ŽELEZNÝ. Lifted Relational Team Embeddings for Predictive Sports Analytics. In: Proceedings of the 28th International Conference on Inductive Logic Programming. The 28th International Conference on Inductive Logic Programming, Ferrara, 2018-09-02/2018-09-04. CEUR-WS.org, 2018. s. 84-91. ISSN 1613-0073. Dostupné z: http://ceur-ws.org/Vol-2206/paper7.pdf

VÁŇA, P. a J. FAIGL. Optimal Solution of the Generalized Dubins Interval Problem. In: Proceedings of the Robotics and Systems. Robotics: Science and Systems, Pittsburgh, 2018-06-26/2018-06-30. Pensylvánie: Carnegie Melon University, Robotic Institute, 2018. ISBN 978-0-9923747-4-7. DOI 10.15607/RSS.2018.XIV.035.

VÁŇA, P., J. SLÁMA a J. FAIGL. The Dubins Traveling Salesman Problem with Neighborhoods in the Three-Dimensional Space. In: Proceedings of the 2018 IEEE International Conference on Robotics and Automation. 2018 IEEE International Conference on Robotics and Automation (ICRA), Brisbane, 2018-05-21/2018-05-25. Piscataway, NJ: IEEE, 2018. s. 374-379. ISSN 1050-4729. ISBN 978-1-5386-3081-5.

SZADKOWSKI, R., P. ČÍŽEK a J. FAIGL. Learning Central Pattern Generator Network with Back-Propagation Algorithm. In: Proceedings of the 18th Conference Information Technologies - Applications and Theory (ITAT 2018). ITAT 2018: Information Technologies – Applications and Theory, Krompachy, 2018-09-21/2018-09-25. Aachen: CEUR Workshop Proceedings, 2018. s. 116-123. sv. 2203. ISSN 1613-0073. ISBN 9781727267198. Dostupné z: http://ceur-ws.org/Vol-2203/116.pdf

KRAJNÍK, T. et al. Navigation Without Localisation: Reliable Teach and Repeat Based on the Convergence Theorem. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid, 2018-10-01/2018-10-05. New York: IEEE Press, 2018. s. 1657-1664. ISSN 2153-0866. ISBN 978-1-5386-8094-0. DOI 10.1109/IROS.2018.8593803. Dostupné z: https://ieeexplore.ieee.org/document/8593803

FIŠER, D. a A. KOMENDA. Concise Finite-Domain Representations for Factored MA-PDDL Planning Tasks. In: Proceedings of the 10th International Conference on Agents and Artificial Intelligence. 10th International Conference on Agents and Artificial Intelligence, Funchal, Medeira, Portugal, 2018-01-16/2018-01-18. Madeira: SciTePress, 2018. s. 306-313. sv. 2. ISBN 978-989-758-275-2. DOI 10.5220/0006539503060313.

HORÁK, K., B. BOŠANSKÝ a K. CHATTERJEE. Goal-HSVI: Heuristic Search Value Iteration for Goal POMDPs. In: Proceedings of the International Joint Conferences on Artifical Intelligence. IJCAI-ECAI 2018, the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence, Stockholm, 2018-07-13/2018-07-19. International Joint Conferences on Artificial Intelligence Organization, 2018. s. 4764-4770. ISSN 1045-0823. ISBN 978-0-9992411-2-7. DOI 10.24963/ijcai.2018/662. Dostupné z: https://www.ijcai.org/proceedings/2018/662

SZADKOWSKI, R., J. DRCHAL a J. FAIGL. Terrain Classification with Crawling Robot Using Long Short-Term Memory Network. In: Artificial Neural Networks and Machine Learning – ICANN 2018. The 27th International Conference on Artificial Neural Networks, Rhodes, 2018-10-04/2018-10-07. Basel: Springer, 2018. s. 771-780. ISSN 0302-9743. ISBN 978-3-030-01423-0. DOI 10.1007/978-3-030-01424-7_75.

NAGASHIMA, Y. a Y. HE. PaMpeR: Proof Method Recommendation System for Isabelle/HOL. In: Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering. The 33rd ACM/IEEE International Conference on Automated Software Engineering, Montpellier, 2018-09-03/2018-09-07. New York: ACM, 2018. s. 362-372. ISBN 978-1-4503-5937-5. DOI 10.1145/3238147.3238210.

RYŠAVÝ, P. On Sequence Overlaps Minimizing Post-normalized Edit Distance. In: HUSNÍK, L., ed. Proceedings of the International Student Scientific Conference Poster – 22/2018. Poster 2018, Praha, 2018-05-10. Praha: Czech Technical University in Prague, 2018. s. 1-5. ISBN 978-80-01-06428-3.

ČÍŽEK, P., J. KUBÍK a J. FAIGL. Online Foot-Strike Detection Using Inertial Measurements for Multi-Legged Walking Robots. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid, 2018-10-01/2018-10-05. New York: IEEE Press, 2018. s. 7622-7627. ISSN 2153-0866. ISBN 978-1-5386-8094-0. DOI 10.1109/IROS.2018.8594010. Dostupné z: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8594010

PIOTROWSKI, B. a J. URBAN. ATPboost: Learning Premise Selection in Binary Setting with ATP Feedback. In: Automated Reasoning. 9th International Joint Conference, IJCAR 2018, Held as Part of the Federated Logic Conference, FloC 2018, Oxford, 2018-07-14/2018-07-17. Basel: Springer, 2018. s. 566-574. LNAI. sv. 10900. ISSN 0302-9743. ISBN 978-3-319-94204-9.

Dizertace

FESL, J. Virtual Distributed Computing Systems and Their Applications. Praha: Datum obhajoby 2018-05-10. Doktorská práce (Ph.D.). ČVUT FEL. Budova G Karlovo náměstí. Vedoucí práce B. AL-BEYWANEE.

Výzkumné zprávy

ČERNOCH, R. a F. ŽELEZNÝ. Zpráva o výslecích vývoje a validace. [Výzkumná zpráva] Praha: ČVUT/FEL/K13136, 2018. Zpráva č. TG02010033_2018.

MALÝ, J., M. ŠUSTR a M. ČERTICKÝ. Multi-platform Version of StarCraft: Brood War in a Docker Container: Technical Report. [Výzkumná zpráva] 2018.

BARVÍNEK, J., J. KLÉMA a F. ŽELEZNÝ. Rozpoznávání, zda je datový tok komprimovaný, nebo šifrovaný: rešerše literatury a experimentální vyhodnocení dostupných technik. [Výzkumná zpráva] Praha: ČVUT FEL, Katedra počítačů, 2018. Zpráva č. 31/19/13136/Žele.

13136 / 13141 - centrum umělé inteligence

Publikační činnost 2018

Články v časopisech WoS

ARVIN, F et al. Perpetual Robot Swarm: Long-Term Autonomy of Mobile Robots Using On-the-fly Inductive Charging. Journal of Intelligent and Robotic Systems. 2018, 88(273), 395-412. ISSN 0921-0296. DOI 10.1007/s10846-017-0673-8.

STIBOREK, J., T. PEVNÝ a M. REHÁK. Probabilistic analysis of dynamic malware traces. Computers & Security. 2018, 74 221-239. ISSN 1872-6208. DOI 10.1016/j.cose.2018.01.012. Dostupné z: https://www.sciencedirect.com/science/article/pii/S0167404818300336

FIŠER, D. a A. KOMENDA. Fact-Alternating Mutex Groups for Classical Planning. Journal of Artificial Intelligence Research. 2018, 61 475-521. ISSN 1076-9757. DOI 10.1613/jair.5321.

TORRENO, A. et al. Cooperative Multi-Agent Planning: A Survey. ACM Computing Surveys. 2018, 50(6), ISSN 0360-0300. DOI 10.1145/3128584.

FAIGL, J. a G. HOLLINGER. Autonomous Data Collection Using a Self-Organizing Map. IEEE Transactions on Neural Networks and Learning Systems. 2018, 29(5), 1703-1715. ISSN 2162-237X. DOI 10.1109/TNNLS.2017.2678482.

ČERMÁK, J. et al. Approximating Maxmin Strategies in Imperfect Recall Games Using A-loss Recall Property. International Journal of Approximate Reasoning. 2018, 93 290-326. ISSN 0888-613X. DOI 10.1016/j.ijar.2017.11.010.

FAIGL, J. GSOA: Growing Self-Organizing Array - Unsupervised learning for the Close-Enough Traveling Salesman Problem and other routing problems. Neurocomputing. 2018, 312 120-134. ISSN 0925-2312. DOI 10.1016/j.neucom.2018.05.079.

KOHOUT, J. a T. PEVNÝ. Network traffic fingerprinting based on approximated kernel two-sample test. IEEE Transactions on Information Forensics and Security. 2018, 13(3), 788-801. ISSN 1556-6013. DOI 10.1109/TIFS.2017.2768018.

BEST, G., J. FAIGL a R. FITCH. Online planning for multi-robot active perception with self-organising maps. Autonomous Robots. 2018, 2018(42), 715-738. ISSN 0929-5593. DOI 10.1007/s10514-017-9691-4.

GREGOIRE, J., M. ČÁP a E. FRAZZOLI. Locally-optimal Multi-robot Navigation Under Delaying Disturbances Using Homotopy Constraints. Autonomous Robots. 2018, 42(4), 895-907. ISSN 0929-5593. DOI 10.1007/s10514-017-9673-6.

VANHÉE, L. a F. DIGNUM. Explaining the Emerging Influence of Culture, from Individual Influences to Collective Phenomena. Journal of Artificial Societies and Social Simulation. 2018, 21(4), ISSN 1460-7425. DOI 10.18564/jasss.3881.

STIBOREK, J., T. PEVNÝ a M. REHÁK. Multiple instance learning for malware classification. Expert Systems with Applications. 2018, 2018(93), 346-357. ISSN 0957-4174. DOI 10.1016/j.eswa.2017.10.036.

ČÍŽEK, P. a J. FAIGL. Real-Time FPGA-Based Detection of Speeded-Up Robust Features Using Separable Convolution. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. 2018, 14(3), 1155-1163. ISSN 1551-3203. DOI 10.1109/TII.2017.2764485.

ŠTOLBA, M., J. TOŽIČKA a A. KOMENDA. Quantifying privacy leakage in multi-agent planning. ACM Transactions on Internet Technology. 2018, 18(3), ISSN 1533-5399. DOI 10.1145/3133326.

KOHOUT, J. et al. Learning Communication Patterns for Malware Discovery in HTTPs Data. Expert Systems with Applications. 2018, 101 129-142. ISSN 0957-4174. DOI 10.1016/j.eswa.2018.02.010.

SELECKÝ, M., J. FAIGL a M. ROLLO. Communication Architecture in Mixed-Reality Simulations of Unmanned Systems. Sensors. 2018, 18(3), 1-20. ISSN 1424-8220. DOI 10.3390/s18030853. Dostupné z: http://www.mdpi.com/1424-8220/18/3/853

FRANC, V. et al. Learning data discretization via convex optimization. Machine Learning. 2018, 107(2), 333-355. ISSN 0885-6125. DOI 10.1007/s10994-017-5654-4.

SAFAVI-NAINI, R., A. POOSTINDOUZ a V. LISÝ. Path Hopping: An MTD Strategy for Long-Term Quantum-Safe Communication. Security and Communication Networks. 2018, 2018 ISSN 1939-0114. DOI 10.1155/2018/8475818.

CHRPA, L., M. VALLATI a T.L. MCCLUSKEY. Outer Entanglements: A General Heuristic Technique for Improving the Efficiency of Planning Algorithms. Journal of Experimental and Theoretical Artificial Intelligence. 2018, 30(6), 831-856. ISSN 0952-813X. DOI 10.1080/0952813X.2018.1509377.

VALLATI, M., L. CHRPA a T.L. MCCLUSKEY. What you always wanted to know about the deterministic part of the International Planning Competition (IPC) 2014 (but were too afraid to ask). The Knowledge Engineering Review. 2018, 33 ISSN 0269-8889. DOI 10.1017/S0269888918000012.

Články v ostatních periodikách

VINTR, T., K. EYISOY a T. KRAJNÍK. A Practical Representation of Time for the Human Behaviour Modelling. Forum Statisticum Slovacum. 2018, 14(2), 61-75. ISSN 1336-7420.

ČERTICKÝ, M. et al. StarCraft AI Competitions, Bots and Tournament Manager Software. IEEE Transactions on Games. 2018, X(Early Access), 1-10. ISSN 2475-1502. DOI 10.1109/TG.2018.2883499.

LOIANNO, G. et al. Localization, Grasping, and Transportation of Magnetic Objects by a team of MAVs in Challenging Desert like Environments. IEEE Robotics and Automation Letters. 2018, 99(PP), 1-8. ISSN 2377-3766. DOI 10.1109/LRA.2018.2800121. Dostupné z: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8276269

EGAN, M. et al. Towards Data-Driven on-Demand Transport. EAI Endorsed Transaction on Industrial Networks and Intelligent Systems. 2018, 5(14), 1-10. ISSN 2410-0218. DOI 10.4108/eai.27-6-2018.154835.

FAIGL, J. a P. VÁŇA. Surveillance Planning With Bezier Curves. IEEE Robotics and Automation Letters. 2018, 3(2), 750-757. ISSN 2377-3766. DOI 10.1109/LRA.2018.2789844.

KUNZE, L. et al. Artificial Intelligence for Long-Term Robot Autonomy: A Survey. IEEE Robotics and Automation Letters. 2018, 3(4), 4023-4030. ISSN 2377-3766. DOI 10.1109/LRA.2018.2860628.

Knihy, kapitoly v knihách, skripta, sborníky

TOŽIČKA, J., J. JAKUBŮV a A. KOMENDA. Recursive Reductions of Action Dependencies for Coordination-Based Multiagent Planning. In: Transactions on Computational Collective Intelligence XXVIII. Düsseldorf: Springer VDI Verlag, 2018. s. 66-92. ISSN 0302-9743. ISBN 978-3-319-78300-0. DOI 10.1007/978-3-319-78301-7_4.

Stati ve sbornících konferencí

DASHDAMIROV, H., S. BASTERRECH a P. KROMER. A Nature-inspired System for Mental State Recognition. In: 2018 Congress on Evolutionary Computation (CEC). IEEE World Congress on Computational Intelligence, Rio de Janeiro, 2018-07-08/2018-07-13. Danvers, MA: IEEE, 2018. s. 1161-1168. 1. sv. 1. ISBN 978-1-5090-6017-7. DOI 10.1109/CEC.2018.8477828. Dostupné z: https://ieeexplore.ieee.org/document/8477828/

ŠKVÁRA, V., V. ŠMÍDL a J. URBAN. Robust sparse linear regression for tokamak plasma boundary estimation using variational Bayes. In: Journal of Physics: Conference Series. 9th International Conference on Inverse Problems in Engineering, ICIPE 2017, Waterloo, 2017-05-23/2017-05-26. Bristol: IOP Publishing Ltd, 2018. s. 2-13. sv. 1047. ISSN 1742-6596. DOI 10.1088/1742-6596/1047/1/012015. Dostupné z: http://iopscience.iop.org/article/10.1088/1742-6596/1047/1/012015/meta

BALYO, T. a L. CHRPA. Using Algorithm Configuration Tools to Generate Hard SAT Benchmarks. In: Proceedings of the Eleventh International Symposium on Combinatorial Search. The Eleventh International Symposium on Combinatorial Search, Stockholm, 2018-07-14/2018-07-15. Menlo Park: AAAI Press, 2018. s. 133-137. ISBN 978-1-57735-802-2.

PEVNÝ, T. a A.D. KER. Exploring Non-Additive Distortion in Steganography. In: BOHME, R. et al., eds. Proceedings of the 6th ACM Workshop on Information Hiding and Multimedia Security. 6th ACM Workshop on Information Hiding and Multimedia Security, Innsbruck, 2018-06-20/2018-06-22. New York: ACM, 2018. s. 109-114. ISBN 978-1-4503-5625-1. DOI 10.1145/3206004.3206015.

FIEDLER, D. et al. The Impact of Ridesharing in Mobility-on-Demand Systems: Simulation Case Study in Prague. In: 2018 21st International Conference on Intelligent Transportation Systems (ITSC). ​The 21st IEEE International Conference on Intelligent Transportation Systems, Maui, 2018-11-04/2018-11-07. IEEE Intelligent Transportation Systems Society, 2018. s. 1173-1178. ISSN 2153-0017. ISBN 978-1-7281-0323-5. DOI 10.1109/ITSC.2018.8569451. Dostupné z: https://arxiv.org/pdf/1807.03352.pdf

ČÁP, M., S. VAJNA a E. FRAZZOLI. Fleet Sizing in Vehicle Sharing Systems with Service Quality Guarantees. In: 2018 IEEE Conference on Decision and Control. 57th IEEE Conference on Decision and Control, Miami Beach, 2018-12-17/2018-12-19. Piscataway: IEEE Conference Publications, 2018. s. 1794-1800. ISSN 2576-2370. ISBN 978-1-5386-1395-5. DOI 10.1109/CDC.2018.8619394. Dostupné z: https://ieeexplore.ieee.org/document/8619394

VÁŇA, P. et al. Any-Time Trajectory Planning for Safe Emergency Landing. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid, 2018-10-01/2018-10-05. New York: IEEE Press, 2018. s. 5691-5696. ISSN 2153-0866. ISBN 978-1-5386-8094-0. DOI 10.1109/IROS.2018.8594225. Dostupné z: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8594225

PAČES, P., W.K. YU a J. KLESA. Optical Measurement Methods for Attitude Determination of Unmanned Aerial Systems. In: 2018 IEEE/AIAA 37th Digital Avionics Systems Conference (DASC). 37th AIAA/IEEE Digital Avionics Systems Conference (DASC), Londýn, 2018-09-23/2018-09-27. IEEE (Institute of Electrical and Electronics Engineers), 2018. s. 1287-1293. ISSN 2155-7195. ISBN 978-1-5386-4112-5. DOI 10.1109/DASC.2018.8569298. Dostupné z: http://2018.dasconline.org/

PRÁGR, M., P. ČÍŽEK a J. FAIGL. Cost of Transport Estimation for Legged Robot Based on Terrain Features Inference from Aerial Scan. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid, 2018-10-01/2018-10-05. New York: IEEE Press, 2018. s. 1745-1750. ISSN 2153-0866. ISBN 978-1-5386-8094-0. DOI 10.1109/IROS.2018.8593374. Dostupné z: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8593374

ŠKEŘÍK, T. et al. Automated Training Plan Generation For Athletes. In: 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC). 2018 IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, 2018-10-07/2018-10-10. USA: IEEE Computer Society, 2018. s. 3865-3870. ISSN 2577-1655. ISBN 978-1-5386-6650-0. DOI 10.1109/SMC.2018.00655. Dostupné z: https://ieeexplore.ieee.org/document/8616652

ČERNÝ, J., B. BOŠANSKÝ a C. KIEKINTVELD. Incremental Strategy Generation for Stackelberg Equilibria in Extensive-Form Games. In: Proceedings of the 2018 ACM Conference on Economics and Computation. 19th ACM Conference on Economics and Computation, Ithaca, 2018-06-18/2018-06-22. New York: ACM, 2018. s. 151-168. ISBN 978-1-4503-5829-3. DOI 10.1145/3219166.3219219.

RIGAKI, M. a S. GARCÍA. Bringing a GAN to a Knife-Fight: Adapting Malware Communication to Avoid Detection. In: Proceedings of 2018 IEEE Symposium on Security and Privacy Workshops. 1st Deep Learning and Security Workshop, San Francisco, 2018-05-24. USA: IEEE Computer Society, 2018. s. 70-75. ISBN 978-1-5386-8276-0. DOI 10.1109/SPW.2018.00019. Dostupné z: https://ieeexplore.ieee.org/document/8424635/?part=1

VALLATI, M., L. CHRPA a D. KITCHIN. On the Configuration of Robust Static Parallel Portfolios for Efficient Plan Generation. In: Lecture Notes in Computer Science. 18th International Conference on Computational Science, Wuxi, 2018-06-11/2018-06-13. Basel: Springer, 2018. s. 15-27. sv. 10860. ISSN 0302-9743. ISBN 978-3-319-93697-0. DOI 10.1007/978-3-319-93698-7_2.

ČÍŽEK, P. a J. FAIGL. On Locomotion Control Using Position Feedback Only in Traversing Rough Terrains with Hexapod Crawling Robot. In: IOP Conference Series: Materials Science and Engineering. 3rd International Conference on Automation, Control and Robotics Engineering, Chengdu, 2018-07-19/2018-07-22. Bristol: Institute of Physics Publishing, 2018. s. 1-10. ISSN 1757-899X. DOI 10.1088/1757-899X/428/1/012065. Dostupné z: http://iopscience.iop.org/article/10.1088/1757-899X/428/1/012065/meta

CUCHÝ, M., M. ŠTOLBA a M. JAKOB. Benefits of Multi-Destination Travel Planning for Electric Vehicles. In: 2018 21st International Conference on Intelligent Transportation Systems (ITSC). ​The 21st IEEE International Conference on Intelligent Transportation Systems, Maui, 2018-11-04/2018-11-07. IEEE Intelligent Transportation Systems Society, 2018. s. 327-332. ISSN 2153-0017. ISBN 978-1-7281-0323-5. DOI 10.1109/ITSC.2018.8569385. Dostupné z: https://ieeexplore.ieee.org/document/8569385

VALLATI, M. a L. CHRPA. A Principled Analysis of the Interrelation between Vehicular Communication and Reasoning Capabilities of Autonomous Vehicles. In: 2018 21st International Conference on Intelligent Transportation Systems (ITSC). ​The 21st IEEE International Conference on Intelligent Transportation Systems, Maui, 2018-11-04/2018-11-07. IEEE Intelligent Transportation Systems Society, 2018. s. 3761-3766. ISSN 2153-0017. ISBN 978-1-7281-0323-5. DOI 10.1109/ITSC.2018.8569953. Dostupné z: https://ieeexplore.ieee.org/document/8569953

CATANIA, C., S. GARCÍA a P. TORRES. An Analysis of Convolutional Neural Networks for detecting DGA. In: Computer Science - CACIC 2018. XXIV Congreso Argentino de Ciencias de la Computación, Tandil, 2018-10-08/2018-10-12. Cham: Springer, 2018. s. 1060-1069. ISBN 978-950-658-472-6.

CUCHÝ, M., M. ŠTOLBA a M. JAKOB. Whole Day Mobility Planning with Electric Vehicles. In: Proceedings of the 10th International Conference on Agents and Artificial Intelligence. 10th International Conference on Agents and Artificial Intelligence, Funchal, Medeira, Portugal, 2018-01-16/2018-01-18. Madeira: SciTePress, 2018. s. 154-164. sv. 2. ISBN 978-989-758-275-2.

MRKOS, J., A. KOMENDA a M. JAKOB. Revenue Maximization for Electric Vehicle Charging Service Providers Using Sequential Dynamic Pricing. In: ANDRE, E. et al., eds. Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems. 17th International Conference on Autonomous Agents and MultiAgent Systems, Stockholm, 2018-07-10/2018-07-15. New York: ACM, 2018. s. 832-840. ISSN 1548-8403. ISBN 978-1-5108-6808-3.

MOLINA, S. et al. Modelling and predicting rhythmic flow patterns in dynamic environments. In: GIULIANI, M.G., M.E.G. GIANNACCINI a T.A. ASSAF, eds. Towards Autonomus Robotic Systems. 19th Annual Conference on Towards Autonomous Robotic Systems, Bristol, 2018-07-25/2018-07-27. Basel: Springer, 2018. s. 135-146. sv. LNAI 10965. ISSN 0302-9743. ISBN 978-3-319-96727-1. DOI 10.1007/978-3-319-96728-8_12.

ERQUIAGA, M.J., S. GARCÍA a C.G. GARINO. Analysis of Botnet Behavior as a Distributed System. In: Proceedings of the IV School on Systems and Networks. IV School on Systems and Networks, Valdivia, 2018-10-29/2018-10-31. Aachen: CEUR Workshop Proceedings, 2018. s. 83-85. ISSN 1613-0073. Dostupné z: http://ceur-ws.org/Vol-2178/SSN2018_paper_27.pdf

ULRICH, J. et al. WhyCode: Efficient and Versatile Fiducial Localisation System. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid, 2018-10-01/2018-10-05. New York: IEEE Press, 2018. ISBN 978-1-5386-8093-3. Dostupné z: https://www.iros2018.org/posters

MRKOS, J., A. KOMENDA a M. JAKOB. Dynamic Pricing Strategy for Electromobility using Markov Decision Processes. In: Proceedings of the 10th International Conference on Agents and Artificial Intelligence. 10th International Conference on Agents and Artificial Intelligence, Funchal, Medeira, Portugal, 2018-01-16/2018-01-18. Madeira: SciTePress, 2018. s. 507-514. sv. 2. ISBN 978-989-758-275-2.

FIŠER, D. a A. KOMENDA. Fact-Alternating Mutex Groups for Classical Planning (Extended Abstract). In: Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence. IJCAI-ECAI 2018, the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence, Stockholm, 2018-07-13/2018-07-19. International Joint Conferences on Artificial Intelligence Organization, 2018. s. 5603-5607. DOI 10.24963/ijcai.2018/793.

BASAK, A. et al. An Initial Study of Targeted Personality Models in the FlipIt Game. In: Decision and Game Theory for Security. GameSec 2018: Decision and Game Theory for Security, Seattle, WS, 2018-10-29/2018-10-31. Basel: Springer, 2018. s. 623-636. ISBN 978-3-030-01553-4. DOI 10.1007/978-3-030-01554-1_36.

ARVIN, F. et al. phi Clust: Pheromone-based Aggregation for Robotic Swarms. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid, 2018-10-01/2018-10-05. New York: IEEE Press, 2018. s. 4288-4294. ISSN 2153-0866. ISBN 978-1-5386-8094-0. DOI 10.1109/IROS.2018.8593961. Dostupné z: https://ieeexplore.ieee.org/document/8593961

ERQUIAGA, M.J., S. GARCÍA a C.G. GARINO. Observer Effect: How Intercepting HTTPS Traffic Forces Malware to Change Their Behavior. In: EDUARDO, A. a D. GIUSTI, eds. Computer Science - CACIC 2017. Congreso Argentino de Ciencias de la Computación, Buenos Aires, 2017-10-09/2017-10-13. Cham: Springer International Publishing, 2018. s. 272-281. ISSN 1865-0929. ISBN 978-3-319-75213-6. DOI 10.1007/978-3-319-75214-3_26.

VÁŇA, P. a J. FAIGL. Optimal Solution of the Generalized Dubins Interval Problem. In: Proceedings of the Robotics and Systems. Robotics: Science and Systems, Pittsburgh, 2018-06-26/2018-06-30. Pensylvánie: Carnegie Melon University, Robotic Institute, 2018. ISBN 978-0-9923747-4-7. DOI 10.15607/RSS.2018.XIV.035.

VÁŇA, P., J. SLÁMA a J. FAIGL. The Dubins Traveling Salesman Problem with Neighborhoods in the Three-Dimensional Space. In: Proceedings of the 2018 IEEE International Conference on Robotics and Automation. 2018 IEEE International Conference on Robotics and Automation (ICRA), Brisbane, 2018-05-21/2018-05-25. Piscataway, NJ: IEEE, 2018. s. 374-379. ISSN 1050-4729. ISBN 978-1-5386-3081-5.

SZADKOWSKI, R., P. ČÍŽEK a J. FAIGL. Learning Central Pattern Generator Network with Back-Propagation Algorithm. In: Proceedings of the 18th Conference Information Technologies - Applications and Theory (ITAT 2018). ITAT 2018: Information Technologies – Applications and Theory, Krompachy, 2018-09-21/2018-09-25. Aachen: CEUR Workshop Proceedings, 2018. s. 116-123. sv. 2203. ISSN 1613-0073. ISBN 9781727267198. Dostupné z: http://ceur-ws.org/Vol-2203/116.pdf

CHRPA, L. a M. VALLATI. Determining Representativeness of Training Plans: A Case of Macro-Operators. In: Proceedings of the 30th International Conference on Tools with Artificial Intelligence. ICTAI 2018: The 30th International Conference on Tools with Artificial Intelligence, Volos, 2018-11-05/2018-11-07. USA: IEEE Computer Society, 2018. s. 488-492. ISSN 1082-3409. ISBN 978-1-5386-7449-9. DOI 10.1109/ICTAI.2018.00081.

KRAJNÍK, T. et al. Navigation Without Localisation: Reliable Teach and Repeat Based on the Convergence Theorem. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid, 2018-10-01/2018-10-05. New York: IEEE Press, 2018. s. 1657-1664. ISSN 2153-0866. ISBN 978-1-5386-8094-0. DOI 10.1109/IROS.2018.8593803. Dostupné z: https://ieeexplore.ieee.org/document/8593803

FIŠER, D. a A. KOMENDA. Concise Finite-Domain Representations for Factored MA-PDDL Planning Tasks. In: Proceedings of the 10th International Conference on Agents and Artificial Intelligence. 10th International Conference on Agents and Artificial Intelligence, Funchal, Medeira, Portugal, 2018-01-16/2018-01-18. Madeira: SciTePress, 2018. s. 306-313. sv. 2. ISBN 978-989-758-275-2. DOI 10.5220/0006539503060313.

HORÁK, K., B. BOŠANSKÝ a K. CHATTERJEE. Goal-HSVI: Heuristic Search Value Iteration for Goal POMDPs. In: Proceedings of the International Joint Conferences on Artifical Intelligence. IJCAI-ECAI 2018, the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence, Stockholm, 2018-07-13/2018-07-19. International Joint Conferences on Artificial Intelligence Organization, 2018. s. 4764-4770. ISSN 1045-0823. ISBN 978-0-9992411-2-7. DOI 10.24963/ijcai.2018/662. Dostupné z: https://www.ijcai.org/proceedings/2018/662

VALLATI, M., T.L. MCCLUSKEY a L. CHRPA. Towards Explanation-Supportive Knowledge Engineering for Planning. In: Proceedings of the 1st Workshop on Explainable Planning. 1st Workshop on Explainable Planning, Delft, 2018-06-24/2018-06-29. Delft: Delft University of Technology (TU Delft), 2018. s. 98-103.

SZADKOWSKI, R., J. DRCHAL a J. FAIGL. Terrain Classification with Crawling Robot Using Long Short-Term Memory Network. In: Artificial Neural Networks and Machine Learning – ICANN 2018. The 27th International Conference on Artificial Neural Networks, Rhodes, 2018-10-04/2018-10-07. Basel: Springer, 2018. s. 771-780. ISSN 0302-9743. ISBN 978-3-030-01423-0. DOI 10.1007/978-3-030-01424-7_75.

FAIGL, J. a J. DECKEROVÁ. On Unsupervised Learning based Multi-Goal Path Planning for Visiting 3D Regions. In: Proceedings of the 2018 International Conference on Robotics and Artificial Intelligence. 2018 the 4th International Conference on Robotics and Artificial Intelligence (ICRAI 2018), Guangzhou, 2018-11-17/2018-11-19. New York: ACM, 2018. s. 45-50. ISBN 978-1-4503-6584-0. DOI 10.1145/3297097.3297099. Dostupné z: https://dl.acm.org/citation.cfm?id=3297099

ČÍŽEK, P., J. KUBÍK a J. FAIGL. Online Foot-Strike Detection Using Inertial Measurements for Multi-Legged Walking Robots. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid, 2018-10-01/2018-10-05. New York: IEEE Press, 2018. s. 7622-7627. ISSN 2153-0866. ISBN 978-1-5386-8094-0. DOI 10.1109/IROS.2018.8594010. Dostupné z: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8594010

Výzkumné zprávy

MALÝ, J., M. ŠUSTR a M. ČERTICKÝ. Multi-platform Version of StarCraft: Brood War in a Docker Container: Technical Report. [Výzkumná zpráva] 2018.

Nepublikované přednášky

BOŠANSKÝ, B. Game Theory for Cyber Deception. [Nepublikovaná přednáška] GameSec Conference (Quanyan Zhu). 2018-10-29.

LISÝ, V. Game theory: from poker to network security. [Nepublikovaná přednáška] Spark Tsao . 2018-07-26.

13136 / 13143 - Intelligent Data Analysis

Publikační činnost 2018

Články v časopisech WoS

PROCHÁZKOVÁ, J. et al. Adaptive changes in global gene expression profile of lung carcinoma A549 cells acutely exposed to distinct types of AhR ligands. Toxicology Letters. 2018, 292 162-174. ISSN 0378-4274. DOI 10.1016/j.toxlet.2018.04.024.

ŠOUREK, G. et al. Lifted Relational Neural Networks: Efficient Learning of Latent Relational Structures. Journal of Artificial Intelligence Research. 2018, 62 69-100. ISSN 1076-9757.

WOHLFAHRTOVA, M. et al. Early Isolated V-lesion May Not Truly Represent Rejection of the Kidney Allograft. Clinical Science. 2018, 132(20), 2269-2284. ISSN 0143-5221. DOI 10.1042/CS20180745.

LIBALOVA, H. et al. Transcriptional response to organic compounds from diverse gasoline and biogasoline fuel emissions in human lung cells. Toxicology in Vitro. 2018, 48(2), 329-341. ISSN 0887-2333. DOI 10.1016/j.tiv.2018.02.002.

HONKOVÁ, K. et al. Gene Expression Profiling in Healthy Newborns from Diverse Localities of the Czech Republic. Environmental and Molecular Mutagenesis. 2018, 59(5), 401-415. ISSN 0893-6692. DOI 10.1002/em.22184.

Stati ve sbornících konferencí

MALINKA, F., F. ŽELEZNÝ a J. KLÉMA. Genomic single rule learning with an ontology-based refinement operator. In: SVOZIL, D. a P. ČECH, eds. ENBIK2018 Conference proceedings. ENBIK - Národní bioinformatická konference, Bystřice nad Pernštejnem, 2018-06-11/2018-06-13. Praha: Vysoká škola chemicko-technologická, 2018. s. 69. ISBN 978-80-7592-017-1.

ŠOUREK, G. et al. Stacked Structure Learning for Lifted Relational Neural Networks. In: Inductive Logic Programming 2017. 27th International Conference on Inductive Logic Programming, Orléans, 2017-09-04/2017-09-06. Cham: Springer International Publishing, 2018. s. 140-151. 27. ISSN 0302-9743. ISBN 978-3-319-78089-4. DOI 10.1007/978-3-319-78090-0_10.

BRZICOVA, T. et al. Whole-genome Expression Analysis in THP-1 Macrophage-like Cells Exposed to Diverse Nanomaterials. In: NANOCON 2017 Conference Proceedings. 9 th International Conference on Nanomaterials - Research & Application, Brno, 2017-10-18/2017-10-20. Ostrava: Tanger Ltd., 2018. s. 679-684. ISBN 978-80-87294-81-9.

SVATOŠ, M. et al. Pruning Hypothesis Spaces Using Learned Domain Theories. In: Inductive Logic Programming 2017. 27th International Conference on Inductive Logic Programming, Orléans, 2017-09-04/2017-09-06. Cham: Springer International Publishing, 2018. s. 152-168. 27. ISSN 0302-9743. ISBN 978-3-319-78089-4. DOI 10.1007/978-3-319-78090-0_11.

HUBÁČEK, O., G. ŠOUREK a F. ŽELEZNÝ. Lifted Relational Team Embeddings for Predictive Sports Analytics. In: Proceedings of the 28th International Conference on Inductive Logic Programming. The 28th International Conference on Inductive Logic Programming, Ferrara, 2018-09-02/2018-09-04. CEUR-WS.org, 2018. s. 84-91. ISSN 1613-0073. Dostupné z: http://ceur-ws.org/Vol-2206/paper7.pdf

RYŠAVÝ, P. On Sequence Overlaps Minimizing Post-normalized Edit Distance. In: HUSNÍK, L., ed. Proceedings of the International Student Scientific Conference Poster – 22/2018. Poster 2018, Praha, 2018-05-10. Praha: Czech Technical University in Prague, 2018. s. 1-5. ISBN 978-80-01-06428-3.

Výzkumné zprávy

ŽELEZNÝ, F. a R. ČERNOCH. Výzkumná zpráva - 2. rok. [Výzkumná zpráva] Praha: ČVUT FEL. Intelligent Data Analysis, 2018. Zpráva č. TH02010824-2.

ČERNOCH, R. a F. ŽELEZNÝ. Zpráva o výslecích vývoje a validace. [Výzkumná zpráva] Praha: ČVUT/FEL/K13136, 2018. Zpráva č. TG02010033_2018.

ŽELEZNÝ, F. a R. ČERNOCH. Výzkumná zpráva - 1. rok. [Výzkumná zpráva] Praha: ČVUT FEL. Intelligent Data Analysis, 2018. Zpráva č. TH02010824-1.

BARVÍNEK, J., J. KLÉMA a F. ŽELEZNÝ. Rozpoznávání, zda je datový tok komprimovaný, nebo šifrovaný: rešerše literatury a experimentální vyhodnocení dostupných technik. [Výzkumná zpráva] Praha: ČVUT FEL, Katedra počítačů, 2018. Zpráva č. 31/19/13136/Žele.

Nepublikované přednášky

KLÉMA, J. Learning from large, complex and structured omics data.. [Nepublikovaná přednáška] Hamburg University, Germany. 2018-08-30.

13136 / 13144 - laboratoř inteligentního testování softwaru

Publikační činnost 2018

Články v časopisech WoS

BUREŠ, M., K. FRAJTÁK a B. AL-BEYWANEE. Tapir: Automation Support of Exploratory Testing Using Model Reconstruction of the System Under Test. IEEE Transactions on Reliability. 2018, 67(2), 557-580. ISSN 0018-9529. DOI 10.1109/TR.2018.2799957.

BUREŠ, M., M. FILIPSKÝ a I. JELÍNEK. Identification of Potential Reusable Subroutines in Recorded Automated Test Scripts. International Journal of Software Engineering and Knowledge Engineering. 2018, 28(1), 3-36. ISSN 0218-1940. DOI 10.1142/S0218194018500018.

NASSER, A. et al. Hybrid flower pollination algorithm strategies for t-way test suite generation. PLoS ONE. 2018, 13(5), ISSN 1932-6203. DOI 10.1371/journal.pone.0195187. Dostupné z: https://journals.plos.org/plosone/article/citation?id=10.1371/journal.pone.0195187

TRNKA, M., T. CERNY a N. STICKNEY. Survey of Authentication and Authorization for the Internet of Things. Security and Communication Networks. 2018, 2018(1), ISSN 1939-0114. DOI 10.1155/2018/4351603.

ALMOG, D. et al. Conceptual Approach for Reuse of Test Automation Artifacts on Various Architectural Levels. COMSIS - Computer Science and Information Systems. 2018, 15(2), 449-472. ISSN 1820-0214. DOI 10.2298/CSIS170701006A.

ZAMLI, K. et al. A hybrid Q-learning sine-cosine-based strategy for addressing the combinatorial test suite minimization problem. PLoS ONE. 2018, 13(5), ISSN 1932-6203. DOI 10.1371/journal.pone.0195675. Dostupné z: http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0195675

NASSER, A. et al. An Elitist-flower Pollination-based Strategy for Constructing Sequence and Sequence-less t-way Test Suite. International Journal of Bio-Inspired Computation. 2018, 12(2), 115-127. ISSN 1758-0366. DOI 10.1504/IJBIC.2018.10015522.

MIN, H. et al. Pattern Matching Based Sensor Identification Layer for an Android Platform. Wireless Communications and Mobile Computing. 2018, 2018 ISSN 1530-8669. DOI 10.1155/2018/4734527.

Stati ve sbornících konferencí

RICHTA, K., J. POKORNÝ a T. RICHTA. Information Systems Development via Model Transformations. In: Intelligent Information and Database Systems. 10th Asian Conference on Intelligent Information and Database Systems, Dong Hoi City, 2018-03-19/2018-03-21. Springer, 2018. s. 674-683. 1. sv. 1. ISSN 0302-9743. ISBN 978-3-319-75416-1. DOI 10.1007/978-3-319-75417-8_63.

Stránka vytvořena 13.12.2019 05:00:01
Za obsah odpovídá: RNDr. Patrik Mottl, Ph.D.