13000 / 13136 - Publikace - 2025

13000 / 13136 - katedra počítačů

Publikační činnost 2025

Články v časopisech WoS

MRKOS, J. et al. Online Dynamic Pricing for Electric Vehicle Charging Stations With Reservations. IEEE Transactions on Intelligent Transportation Systems. 2025, 26(9), 13882-13897. ISSN 1524-9050. DOI 10.1109/TITS.2025.3565906.

KŘEMEN, P. et al. TermIt: Managing Normative Thesauri. Semantic Web. 2025, 16(2), 1-11. ISSN 2210-4968. DOI 10.3233/SW-243547. Dostupné z: https://content.iospress.com/articles/semantic-web/sw243547

BELLON, A. et al. Parametric Semidefinite Programming: Geometry of the Trajectory of Solutions. Mathematics of Operations Research. 2025, 50(1), 410-430. ISSN 0364-765X. DOI 10.1287/moor.2021.0097.

BLAHA, J. et al. On the Movement of the Honeybee Queen in the Hive. Scientific Reports. 2025, 15(1), 1-17. ISSN 2045-2322. DOI 10.1038/s41598-025-07093-4. Dostupné z: https://www.nature.com/articles/s41598-025-07093-4

BALADA GAGGIOLI, L. a J. MAREČEK. Time evolution of controlled many-body quantum systems with matrix product operators. PHYSICAL REVIEW A. 2025, 112(6), 1-9. ISSN 2469-9926. DOI 10.1103/9mfk-gg3x.

SHAFIEI, A. et al. Distributionally Robust Free Energy Principle for Decision-making. Nature Communications. 2025, 17(1), ISSN 2041-1723. DOI 10.1038/s41467-025-67348-6. Dostupné z: https://www.nature.com/articles/s41467-025-67348-6

MATĚJEK, T. et al. Urinary Calcium and Phosphorus Excretion in Vitamin D-Sufficient Preterm Infants: Establishing Age-Specific Normative Data. ACTA PAEDIATRICA. 2025, 114(12), 3267-3278. ISSN 1651-2227. DOI 10.1111/apa.70253. Dostupné z: https://onlinelibrary.wiley.com/doi/10.1111/apa.70253

CUCHÝ, M., M. JAKOB a J. MRKOS. Route and Charging Planning for Electric Vehicles: A Multi-Objective Approach. Transportation Letters. 2025, 17(1), 1-21. ISSN 1942-7867. DOI 10.1080/19427867.2024.2315359.

KRUTSKÝ, M. a G. ŠÍR. Geometric Deep Learning for the Rubik's Cube Group. IEEE Transactions on Neural Networks and Learning Systems. 2025, 36(12), 20214-20228. ISSN 2162-2388. DOI 10.1109/TNNLS.2025.3599009. Dostupné z: https://ieeexplore.ieee.org/document/11134077

ROZSYPÁLEK, Z. et al. Rapid Deployment of Visual Path Following via Average Representation. Journal of Intelligent and Robotic Systems. 2025, 111(3), 1-20. ISSN 0921-0296. DOI 10.1007/s10846-025-02302-8.

JANOTA, J. et al. Non-invasive Honeybee Colony Monitoring via Robotic Mapping of Combs in Observation Hives. Computers and Electronics in Agriculture. 2025, 239(C), 1-21. ISSN 0168-1699. DOI 10.1016/j.compag.2025.111031.

MA, S. et al. Truss Topology Design under Harmonic Loads: Peak Power Minimization with Semidefinite Programming. Structural and Multidisciplinary Optimization. 2025, 68(2), 1-24. ISSN 1615-147X. DOI 10.1007/s00158-025-03973-5.

ANUARBEKOV, A. a J. KLÉMA. Utilizing RNA-seq Data in Monotone Iterative Generalized Linear Model to Elevate Prior Knowledge Quality of the CircRNA-miRNA-mRNA Regulatory Axis. BMC Bioinformatics. 2025, 26(1), 1-35. ISSN 1471-2105. DOI 10.1186/s12859-025-06161-w. Dostupné z: https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-025-06161-w

RYŠAVÝ, P. et al. circGPAcorr: an integrative tool for functional annotation of circular RNAs using expression data. BioData Mining. 2025, 18(1), ISSN 1756-0381. DOI 10.1186/s13040-025-00468-3.

Články v ostatních periodikách

BANDHANA, A. a J. VOKŘÍNEK. AI-Driven Manufacturing: Surveying for Industry 4.0 and Beyond. Operations Research Forum. 2025, 6(4), ISSN 2662-2556. DOI 10.1007/s43069-025-00554-6. Dostupné z: https://link.springer.com/article/10.1007/s43069-025-00554-6

BONDAR, D. et al. Globally optimal control of quantum dynamics. Physical Review Research. 2025, 7(4), ISSN 2643-1564. DOI 10.1103/g4fb-xm13.

Knihy, kapitoly v knihách, skripta, sborníky

IDLAHCEN, F., ed. Learning Tree-Structured Distributions. Ljubljana, 2025-09-23/2025-09-25. Cham: Springer Nature Publishing AG, 2025. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-032-05461-6_5

Stati ve sbornících konferencí

WANG, H. et al. Towards an Embodied Biohybrid Robotic Platform for Interaction with Honeybees. In: Proceedings of the 2025 IEEE International Conference on Mechatronics and Automation (ICMA). 22nd IEEE International Conference on Mechatronics and Automation, Beijing, 2025-08-03/2025-08-06. Institute of Electrical and Electronics Engineers, Inc., 2025. s. 322-327. ISSN 2152-7431. ISBN 979-8-3315-1427-3. DOI 10.1109/ICMA65362.2025.11120734.

DRAHÝ, V., R. MAŘÍK a H. KÄLVIÄINEN. Non-stationary Signal Analysis: Detrending and Anomaly Detection. In: Image Analysis. 23rd Scandinavian Conference, Reykjavik, 2025-06-23/2025-06-25. Springer, Cham, 2025. s. 45-59. 1. sv. 15725 LNCS. ISSN 0302-9743. ISBN 978-3-031-95910-3. DOI 10.1007/978-3-031-95911-0_4.

MAŠKOVÁ, M. a V. ŠMÍDL. Towards AI Analyst: Querying Costly Features for Fraud and Money Laundering Detection. In: 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE Annual International Computer Software and Applications Conference, Toronto, 2025-07-08/2025-07-11. Los Alamitos: IEEE Computer Society, 2025. s. 1905-1910. ISSN 2836-3787. ISBN 979-8-3315-7435-2. DOI 10.1109/COMPSAC65507.2025.00262.

PAPEŽ, M. et al. Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over Graphs. In: Proceedings of Machine Learning Research. The 41st Conference on Uncertainty in Artificial Intelligence, UAI 2025, Rio de Janeiro, 2025-07-21/2025-07-25. ML Research Press, 2025. s. 3416-3450. sv. 286. ISSN 2640-3498.

RIGAKI, M. et al. Prompt. Exploit. Repeat: Automating Network Security Testing with LLMs. In: Agents and Artificial Intelligence. ICAART 2024 16th International Conference on Agents and Artificial Intelligence, Rome, 2024-02-24/2024-02-26. Springer, Cham, 2025. s. 15-36. ISSN 0302-9743. ISBN 978-3-031-87329-4. DOI 10.1007/978-3-031-87330-0_2.

KRUTSKÝ, M. et al. Dimensions of Explainability in AI Alignment. In: Proceedings of the International Student Scientific Conference POSTER – 29/2025. 29th International Student Scientific Conference, POSTER 2025, Praha, 2025-05-22. Praha: ČVUT. Fakulta elektrotechnická, 2025. ISBN 978-80-01-07422-0. Dostupné z: https://poster2025.sciencesconf.org/data/pages/POSTER_2025.pdf

DRABENT, K. a V. LISÝ. Direct Optimization of Portfolios of Counter Strategies. In: Proceedings of the 2025 7th International Conference on Distributed Artificial Intelligence. 7th International Conference on Distributed Artificial Intelligence, London, 2025-11-21/2025-12-24. New York: Association for Computing Machinery, 2025. s. 67-82. ISBN 979-8-4007-2275-2. DOI 10.1145/3772429.3772437.

KRUTSKÝ, M. et al. XAI Desiderata for Trustworthy AI: Insights from the AI Act. In: FØLSTAD, A. et al., eds. Proceedings of TRUST-AI 2025 – the European Workshop on Trustworthy AI. The European Workshop on Trustworthy AI 2025, Bologna, 2025-10-25/2025-10-26. Aachen: CEUR Workshop Proceedings, 2025. s. 180-187. ISSN 1613-0073. Dostupné z: https://ceur-ws.org/Vol-4132/short12.pdf

DAOUD, F., M. BUREŠ a M. ALIPIO. Effectiveness of Combinatorial Interaction Testing in Test Automation - An Industrial Case Study. In: EASE '25: Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering. the 29th International Conference on Evaluation and Assessment in Software Engineering, Istanbul, 2025-06-17/2025-06-20. New York: ACM Press, 2025. s. 659-665. ISBN 979-8-4007-1385-9. DOI 10.1145/3756681.3757016.

KRUTSKÝ, M. et al. Binarizing Physics-Inspired GNNs for Combinatorial Optimization. In: 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy – Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025). 28th European Conference on Artificial Intelligence, Bologna, 2025-10-27/2025-10-30. Amsterdam: IOS Press, 2025. s. 2017-2024. Frontiers in Artificial Intelligence and Applications. sv. 413. ISSN 1879-8314. ISBN 978-1-64368-631-8. DOI 10.3233/FAIA251038. Dostupné z: https://ebooks.iospress.nl/doi/10.3233/FAIA251038

HERYNEK, J. a S. EDELKAMP. Risk-Aware On-the-Fly Solving of Physical Vehicle Routing Problems. In: Communications in Computer and Information Science. 4th Workshop on Agents and Robots for reliable Engineered Autonomy, Santiago de Compostela, 2024-10-19. Basel: Springer Nature Switzerland AG, 2025. s. 1-20. ISSN 1865-0929. ISBN 978-3-031-73179-2. DOI 10.1007/978-3-031-73180-8_1.

DAOUD, F. et al. Evaluating the Impact of Combinatorial Interaction Testing on Test Automation: A Case Study from Industry. In: Communications in Computer and Information Science. 33rd International Conference on Software and Data Engineering, San Diego, 2024-10-21/2024-10-22. Wien: Springer, 2025. s. 85-99. sv. 2244. ISSN 1865-0929. ISBN 978-3-031-75200-1. DOI 10.1007/978-3-031-75201-8_7.

MILTNER, M. et al. Towards Deeper Understanding of Public EV Charging Load Patterns: Case Study Covering Data from Prague, Czechia. In: Research and Developments in Electrical Power Engineering. 12th International Scientific Symposium on Electrical Power Engineering in Stará Lesná, Slovakia, Stará Lesná, 2024-09-11/2024-09-13. Cham: Springer International Publishing, 2025. s. 222-233. 1. sv. 1446 LNEE. ISSN 1876-1119. ISBN 978-3-031-97332-1. DOI 10.1007/978-3-031-97333-8_21. Dostupné z: https://link.springer.com/book/9783031973321?+fbclid=IwY2xjawKg4UJleHRuA2FlbQIxMABicmlkETB2RHg4N2tFZkl5enE3bHp0AR400UD0fpFHqU3E6AO7304O56Lp0kMOspSqUS2-npAIPsO8JKawczMx5gmX+4g_aem_lui9LhLtY3AZ-9tdTVdz5g%23bibliographic-information

KRUTSKÝ, M. et al. Assessing Explainability Methods for AI Safety Governance. In: Large-Scale Risks of AI: Control, Governance, and Ethics. International Conference on Large-Scale AI Risks, Leuven, 2025-05-26/2025-05-28. KU Leuven, 2025. s. 21-22. Dostupné z: https://www.kuleuven.be/ethics-kuleuven/chair-ai/conference-ai-risks/xrisk-book_of_abstracts-1.pdf

ULLRICH, H. a J. DRCHAL. AIC CTU@FEVER 8: On-premise fact checking through long context RAG. In: Proceedings of the Eighth Fact Extraction and VERification Workshop (FEVER). The Eighth FEVER Workshop, Vídeň, 2025-07-31. Stroudsburg: Association for Computational Linguistics (ACL), 2025. s. 274-280. ISBN 978-1-959429-53-1. DOI 10.18653/v1/2025.fever-1.22.

MILEC, D., V. KOVAŘÍK a V. LISÝ. Adapting Beyond the Depth Limit: Counter Strategies in Large Imperfect Information Games. In: Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems. 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-25), Detroit, 2025-05-19/2025-05-23. County of Richland: IFAAMAS, 2025. s. 2675-2677. ISSN 1558-2914. ISBN 979-8-4007-1426-9. Dostupné z: https://www.ifaamas.org/Proceedings/aamas2025/pdfs/p2675.pdf

SLADIĆ, M. et al. VelLMes: A High-Interaction AI-Based Deception Framework. In: Proceedings of the 10th IEEE European Symposium on Security and Privacy Workshops. 10th IEEE European Symposium on Security and Privacy, Venice, 2025-06-30/2025-07-04. Cannes: IEEE Computer Society, 2025. s. 671-679. ISSN 2768-0657. ISBN 979-8-3315-9546-3. DOI 10.1109/EuroSPW67616.2025.00082. Dostupné z: https://ieeexplore.ieee.org/abstract/document/11129519

PELEŠKA, J. a G. ŠÍR. REDELEX: A Framework for Relational Deep Learning Exploration. In: RIBEIRO, R.P. et al., eds. Machine Learning and Knowledge Discovery in Databases. Research Track. ECMLPKDD 2025: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Porto, 2025-09-15/2025-09-19. Springer, Cham, 2025. s. 438-456. 1. sv. 2. ISSN 0302-9743. ISBN 978-3-032-05980-2. DOI 10.1007/978-3-032-05981-9_26.

MED, J. et al. Non-deterministic Action Reversibility: Complexity Results. In: Proceedings of the 22nd International Conference on Principles of Knowledge Representation and Reasoning. 22nd International Conference on Principles of Knowledge Representation and Reasoning, Melbourne, 2025-11-11/2025-11-17. International Joint Conferences on Artificial Intelligence Organization, 2025. s. 462-466. ISSN 2334-1033. ISBN 978-1-956792-08-9. DOI 10.24963/kr.2025/45. Dostupné z: https://proceedings.kr.org/2025/45/kr2025-0045-med-et-al.pdf

HAJIZADEH, M. et al. DeepRed: A Deep Learning-Powered Command and Control Framework for Multi-Stage Red Teaming Against ML-based Network Intrusion Detection Systems. In: Proceedings of the 19th USENIX Conference on Offensive Technologies. WOOT '25: Proceedings of the 19th USENIX Conference on Offensive Technologies, seattle, 2025-09-25/2025-09-27. The USENIX Association, 2025. s. 103-127. 2025. ISBN 978-1-939133-50-2.

NIU, M. et al. Joint Problems in Learning Multiple Dynamical Systems. In: 2025 61st Allerton Conference on Communication, Control, and Computing Proceedings. 2025 61st Allerton Conference on Communication, Control, and Computing, Urbana, 2025-09-17/2025-09-19. Urbana: University of Illinois Library System, 2025. s. 1-8. ISSN 2836-4503. Dostupné z: https://www.ideals.illinois.edu/items/137362

13136 / 13141 - centrum umělé inteligence

Publikační činnost 2025

Články v časopisech WoS

SZADKOWSKI, R. a J. FAIGL. Lifelong Active Inference of Gait Control. IEEE Transactions on Neural Networks and Learning Systems. 2025, 36(10), 19133-19144. ISSN 2162-237X. DOI 10.1109/TNNLS.2025.3579814.

BAYER, J. a J. FAIGL. Decentralized multi-robot exploration under low-bandwidth communications. Autonomous Robots. 2025, 50(1), 1-27. ISSN 0929-5593. DOI 10.1007/s10514-025-10234-3.

BELLON, A. et al. Parametric Semidefinite Programming: Geometry of the Trajectory of Solutions. Mathematics of Operations Research. 2025, 50(1), 410-430. ISSN 0364-765X. DOI 10.1287/moor.2021.0097.

GRIGGS, W.M. et al. Unique ergodicity in feedback interconnections of ensembles of agents. International Journal of Control. 2025, 98(11), 2559-2566. ISSN 0020-7179. DOI 10.1080/00207179.2025.2469281.

BALADA GAGGIOLI, L. a J. MAREČEK. Time evolution of controlled many-body quantum systems with matrix product operators. PHYSICAL REVIEW A. 2025, 112(6), 1-9. ISSN 2469-9926. DOI 10.1103/9mfk-gg3x.

OKUNEVICH, I. et al. Online Context Learning for Socially Compliant Navigation. IEEE Robotics and Automation Letters. 2025, 10(5), 5042-5049. ISSN 2377-3766. DOI 10.1109/LRA.2025.3557309. Dostupné z: https://www.researchgate.net/publication/390442111_Online_Context_Learning_for_Socially_Compliant_Navigation

WOODBURN, M. et al. Herd Routes: a feedback control-based preventative system for improving female pedestrian safety on city streets. International Journal of Control. 2025, 98(5), 1032-1045. ISSN 0020-7179. DOI 10.1080/00207179.2024.2380025.

THRAN, J. et al. Reserve Provision From Electric Vehicles: Aggregate Boundaries and Stochastic Model Predictive Control. IEEE Transactions on Power Systems. 2025, 40(5), 4081-4092. ISSN 0885-8950. DOI 10.1109/TPWRS.2025.3539863.

GHOTAVADEKAR, A. et al. Variable Time-Step MPC for Agile Multi-Rotor UAV Interception of Dynamic Targets. IEEE Robotics and Automation Letters. 2025, 10(2), 1249-1256. ISSN 2377-3766. DOI 10.1109/LRA.2024.3518096. Dostupné z: https://ieeexplore.ieee.org/document/10803033

STRACHOTA, P. et al. Numerically efficient determination of kinetic parameters of the VR-1 nuclear reactor based on experimental data and ODE-constrained optimization. Annals of Nuclear Energy. 2025, 211 ISSN 0306-4549. DOI 10.1016/j.anucene.2024.111023.

Články v ostatních periodikách

BONDAR, D. et al. Globally optimal control of quantum dynamics. Physical Review Research. 2025, 7(4), ISSN 2643-1564. DOI 10.1103/g4fb-xm13.

KHARMAN, A. et al. An Adversarially Robust Data Market for Spatial, Crowd-sourced Data. Distributed Ledger Technologies: Research and Practice. 2025, 4(4), 1-20. ISSN 2769-6480. DOI 10.1145/3703464.

VALEROS, V. a S. GARCÍA. CTU Hornet 65 Niner: A Network Dataset of Geographically Distributed Low-interaction Honeypots. Data in Brief. 2025, 58 1-8. ISSN 2352-3409. DOI 10.1016/j.dib.2024.111261.

RYTÍŘ, P. et al. ExDBN: Learning Dynamic Bayesian Networks using Extended Mixed-Integer Programming Formulations. Transactions on Machine Learning Research. 2025, November ISSN 2835-8856. Dostupné z: https://openreview.net/forum?id=I64MJzl9Fy

YANG, T. et al. 3D ToF LiDAR for Mobile Robotics in Harsh Environments: A Review. Unmanned System. 2025, 13(02), 309-331. ISSN 2301-3850. DOI 10.1142/S230138502530001X.

Stati ve sbornících konferencí

ZOULA, M. a J. FAIGL. Code-based Design for Consistent Prototyping, Manufacture and Physical Modeling of Multimodal Robots. In: 2025 European Conference on Mobile Robots Conference Proceedings. 12th European Conference on Mobile Robots, Padua, 2025-09-02/2025-09-05. IEEE, 2025. ISSN 2767-8733. ISBN 979-8-3315-2705-1. DOI 10.1109/ECMR65884.2025.11163191. Dostupné z: https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=11163191

DECKEROVÁ, J. a J. FAIGL. Lower-bound Solutions to the Touring Regions Problem with Polygonal Obstacles and Disk-shaped Regions. In: 2025 European Conference on Mobile Robots Conference Proceedings. 12th European Conference on Mobile Robots, Padua, 2025-09-02/2025-09-05. IEEE, 2025. s. 1-6. ISSN 2767-8733. ISBN 979-8-3315-2705-1. DOI 10.1109/ECMR65884.2025.11162978. Dostupné z: https://ieeexplore.ieee.org/document/11162978

REKABI-BANA, F. et al. Robust Vibration Attenuation for Autonomous Robotic Observation Systems. In: IFAC-PapersOnLine. 10th IFAC Symposium on Mechatronic Systems, MECHATRONICS 2025, Paris, 2025-07-15/2025-07-18. Linz: Elsevier BV, 2025. s. 251-256. sv. 59. ISSN 2405-8963. DOI 10.1016/j.ifacol.2025.10.172. Dostupné z: https://www.sciencedirect.com/science/article/pii/S2405896325015654

RIŠKOVÁ, A., J. KUBÍK a J. FAIGL. Automated Evaluation of Anisotropic Friction Pads. In: 12th International Symposium on Adaptive Motion of Animals and Machines (AMAM 2025). Darmstadt, 2025-07-07/2025-07-11. Darmstadt: Universitäts- und Landesbibliothek Darmstadt, 2025. DOI 10.26083/tuprints-00030932. Dostupné z: https://tuprints.ulb.tu-darmstadt.de/entities/publication/a11edd15-50ce-4827-a235-d69cf68f2ea4

KUBÍK, J., A. RIŠKOVÁ a J. FAIGL. Inchworm-like Robot Locomotion using Off-the-Shelf 3D-printable Anisotropic Friction. In: 12th International Symposium on Adaptive Motion of Animals and Machines (AMAM 2025). Darmstadt, 2025-07-07/2025-07-11. Darmstadt: Universitäts- und Landesbibliothek Darmstadt, 2025. s. 1-3. DOI 10.26083/tuprints-00030958. Dostupné z: https://tuprints.ulb.tu-darmstadt.de/entities/publication/3f569474-1f6f-4be8-9f65-8dc177cb7a8a

SZADKOWSKI, R. a J. FAIGL. Interpretable Active Inference Gait Control Learning. In: 2025 IEEE International Conference on Robotics and Automation (ICRA). 2025 IEEE International Conference on Robotics and Automation (ICRA 2025), Atlanta, 2025-05-19/2025-05-23. Vienna: IEEE Industrial Electronic Society, 2025. s. 9630-9636. ISSN 1050-4729. ISBN 979-8-3315-4139-2. DOI 10.1109/ICRA55743.2025.11128724. Dostupné z: https://ieeexplore.ieee.org/document/11128724

NĚMEČEK, J. et al. Bias Detection via Maximum Subgroup Discrepancy. In: KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Toronto, 2025-08-03/2025-08-07. New York: Association for Computing Machinery, 2025. s. 2174-2185. ISSN 2154-817X. ISBN 979-8-4007-1454-2. DOI 10.1145/3711896.3736857.

TOMARAS, D. et al. AutoFairML: An Automated Middleware for Fairness Auditing in Real-world AI Pipelines. In: Proceedings - 2025 IEEE 45th International Conference on Distributed Computing Systems Workshops. IEEE 45TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS WORKSHOPS, Glasgov, 2025-07-20/2025-07-23. Vienna: IEEE Industrial Electronic Society, 2025. s. 261-266. ISSN 1545-0678. ISBN 979-8-3315-1726-7. DOI 10.1109/ICDCSW63273.2025.00050.

HORČÍK, R. Action Costs Prediction by Multiplicative Weights Update. In: 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy – Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025). 28th European Conference on Artificial Intelligence, Bologna, 2025-10-27/2025-10-30. Amsterdam: IOS Press, 2025. s. 4702-4709. Frontiers in Artificial Intelligence and Applications. sv. 413. ISSN 1879-8314. ISBN 978-1-64368-631-8. DOI 10.3233/FAIA251376. Dostupné z: https://ebooks.iospress.nl/volumearticle/76312

NĚMEČEK, J., T. PEVNÝ a J. MAREČEK. Generating Likely Counterfactuals Using Sum-Product Networks. In: LEARNING REPRESENTATIONS. INTERNATIONAL CONFERENCE. 13TH 2025. (ICLR 2025). The Thirteenth International Conference on Learning Representations - ICLR 2025, Singapore EXPO, 2025-04-24/2025-04-28. International Conference on Learning Representations, 2025. s. 74233-74264. ISBN 9798331320850. Dostupné z: https://openreview.net/forum?id=rGyi8NNqB0

HORČÍK, R. et al. State Encodings for GNN-Based Lifted Planners. In: Proceedings of the 39th AAAI Conference on Artificial Intelligence. 39th AAAI Conference on Artificial Intelligence (AAAI-25), Philadelphia, 2025-02-27/2025-03-02. Menlo Park: AAAI Press, 2025. s. 26525-26533. sv. 39. ISSN 2159-5399. ISBN 978-1-57735-897-8. DOI 10.1609/aaai.v39i25.34853.

Dizertace

RIGAKI, M. Offensive Applications of Machine Learning in Cybersecurity. Praha: Datum obhajoby 2025-12-04. Doktorská práce (Ph.D.). České vysoké učení technické v Praze. Vedoucí práce S. GARCÍA.

13136 / 13142 - kabinet výuky informatiky

Publikační činnost 2025

Stati ve sbornících konferencí

NEUMAN, V., M. ČAPEK a I. JELÍNEK. Q-factor and Bandwidth for Multi-Port Antennas. In: 2025 19th European Conference on Antennas and Propagation (EuCAP). European Conference on Antennas and Propagation, Stockholm, 2025-03-30/2025-04-04. Anchorage, Alaska: IEEE, 2025. ISSN 2164-3342. ISBN 978-88-31299-10-7. Dostupné z: https://www.eucap2025.org/

PROKOP, Y. Automated Assessment of Student Queries in Redis. In: Proceedings of International Conference on Applied Innovation in IT. 13th International Conference on Applied Innovation in IT, Koethen, 2025-03-13. Kothen: Hochschule Anhalt, 2025. s. 147-154. sv. 13. ISSN 2199-8876. ISBN 978-3-96057-182-7. DOI 10.25673/119227. Dostupné z: https://www.icaiit.org/paper.php?paper=13th_ICAIIT_1/2_10

13136 / 13143 - Intelligent Data Analysis

Publikační činnost 2025

Články v časopisech WoS

BELLON, A. et al. Parametric Semidefinite Programming: Geometry of the Trajectory of Solutions. Mathematics of Operations Research. 2025, 50(1), 410-430. ISSN 0364-765X. DOI 10.1287/moor.2021.0097.

SIMOVA, Z. et al. Transcriptomics Insight into Occupational Exposure to Engineered Nanoparticles. Nanomedicine. 2025, 20(14), 1713-1727. ISSN 1743-5889. DOI 10.1080/17435889.2025.2527020.

PELEŠKA, J. a G. ŠÍR. Tabular Transformers Meet Relational Databases. ACM Transactions on Intelligent Systems and Technology. 2025, 16(5), 555-578. ISSN 2157-6912. DOI 10.1145/3749991.

SIMA, M. et al. Transcriptomic Profiling of Mouse Mesenchymal Stem Cells Exposed to Metal-Based Nanoparticles. International Journal of Molecular Sciences. 2025, 26(15), 1-23. ISSN 1422-0067. DOI 10.3390/ijms26157583. Dostupné z: https://www.mdpi.com/1422-0067/26/15/7583

CURTIS, F.E. et al. A Stochastic-Gradient-Based Interior-Point Algorithm for Solving Smooth Bound-Constrained Optimization Problems. SIAM Journal on Optimization. 2025, 35(2), 1030-1059. ISSN 1095-7189. DOI 10.1137/23M1569460. Dostupné z: https://epubs.siam.org/doi/abs/10.1137/23M1569460

BOZORGNIA, F. a V. KUNGURTSEV. Optimal Control of Two-Phase Membrane Problem. Applied Mathematics & Optimization. 2025, 92(1), ISSN 0095-4616. DOI 10.1007/s00245-025-10282-2.

KREJCIK, Z. et al. Dysregulation of Transposable Elements and PIWI-interacting RNAs in Myelodysplastic Neoplasms. Biomarker Research. 2025, 13(1), 1-17. ISSN 2050-7771. DOI 10.1186/s40364-025-00725-x. Dostupné z: https://biomarkerres.biomedcentral.com/articles/10.1186/s40364-025-00725-x

RYŠAVÝ, P. a F. ŽELEZNÝ. An Algorithm to Calculate the p-Value of the Monge-Elkan Distance. Journal of Computational Biology. 2025, 32(8), 797-812. ISSN 1557-8666. DOI 10.1089/cmb.2024.0854. Dostupné z: https://www.liebertpub.com/doi/10.1089/cmb.2024.0854

RYŠAVÝ, P. et al. circGPAcorr: an integrative tool for functional annotation of circular RNAs using expression data. BioData Mining. 2025, 18(1), ISSN 1756-0381. DOI 10.1186/s13040-025-00468-3.

Články v ostatních periodikách

HRUBA, P. et al. Transcriptomic Signatures of Antibody-mediated Rejection in Early Biopsies With Negative Histology in HLA-incompatible Kidney Transplantation. Transplantation Direct. 2025, 11(1), 1-8. ISSN 2373-8731. DOI 10.1097/TXD.0000000000001741.

ROSSNER, P. et al. Skin Wound Healing: The Impact of Treatment with Antimicrobial Nanoparticles and Mesenchymal Stem Cells. Journal of Xenobiotics. 2025, 15(4), 1-22. ISSN 2039-4713. DOI 10.3390/jox15040119. Dostupné z: https://www.mdpi.com/2039-4713/15/4/119

HOOSHYAR, D., G. ŠÍR a Y. YANG. Towards responsible AI for education: Hybrid human-AI to confront the elephant in the room. Computers and Education: Artificial Intelligence. 2025, 9(9), ISSN 2666-920X. DOI 10.1016/j.caeai.2025.100524. Dostupné z: https://www.sciencedirect.com/science/article/pii/S2666920X2500164X

AMBROZ, A. et al. Associations of Environmental Pollution with Pro-oxidant, Antioxidant and Inflammatory Markers in Pregnant Mothers and Newborns. Frontiers in Toxicology. 2025, 7 1-16. ISSN 2673-3080. DOI 10.3389/ftox.2025.1572486. Dostupné z: https://www.frontiersin.org/journals/toxicology/articles/10.3389/ftox.2025.1572486/full

Knihy, kapitoly v knihách, skripta, sborníky

Stati ve sbornících konferencí

MENG, Q. et al. Model Enumeration of Two-Variable Logic with Quadratic Delay Complexity. In: Proceedings of 2025 40th Annual ACM/IEEE Symposium on Logic in Computer Science. 2025 40th Annual ACM/IEEE Symposium on Logic in Computer Science, Singapore, 2025-06-23/2025-06-26. Los Alamitos, CA: IEEE Computer Soc., 2025. s. 301-313. ISSN 1043-6871. ISBN 979-8-3315-5464-4. DOI 10.1109/LICS65433.2025.00030.

ZOU, K. et al. Faster Lifting for Ordered Domains with Predecessor Relations. In: 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy – Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025). 28th European Conference on Artificial Intelligence, Bologna, 2025-10-27/2025-10-30. Amsterdam: IOS Press, 2025. s. 1784-1791. Frontiers in Artificial Intelligence and Applications. sv. 413. ISSN 1879-8314. ISBN 978-1-64368-631-8. DOI 10.3233/FAIA251008. Dostupné z: https://www.researchgate.net/publication/396786970_Faster_Lifting_for_Ordered_Domains_with_Predecessor_Relations

JIA, Y. et al. Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents. In: Computer Vision – ECCV 2024, Part LXXVIII. ECCV2024: The 18th European Conference on Computer Vision, Milano, 2024-09-29/2024-10-04. Springer Nature, 2025. s. 18-33. LNCS. sv. 15136. ISSN 1611-3349. ISBN 978-3-031-91569-7. DOI 10.1007/978-3-031-73229-4_2. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-031-73229-4_2

13136 / 13144 - laboratoř inteligentního testování systémů

Publikační činnost 2025

Články v časopisech WoS

ALIPIO, M. a M. BUREŠ. A cache-aware Congestion Control Mechanism Using Deep Reinforcement Learning for Wireless Sensor Networks. Ad Hoc Networks. 2025, 166(1), ISSN 1570-8705. DOI 10.1016/j.adhoc.2024.103678.

KLÍMA, M. et al. Genetic Algorithm for Path-based Testing of Component Outage Situations in IoT System Processes. Applied Soft Computing. 2025, 185 ISSN 1872-9681. DOI 10.1016/j.asoc.2025.113854. Dostupné z: https://www.sciencedirect.com/science/article/pii/S1568494625011676

ALIPIO, M. a M. BUREŠ. The Role of Large Language Models in Designing Reliable Networks for Internet of Things: A Short Review of Most Recent Developments. IEEE Access. 2025, 13 168527-168545. ISSN 2169-3536. DOI 10.1109/ACCESS.2025.3614246. Dostupné z: https://ieeexplore.ieee.org/document/11179972

Články v ostatních periodikách

ALIPIO, M., M. BUREŠ a T. MURASE. Congestion Control Mechanisms in V2X Communications: From Classification to Benchmarking and Design Guidelines. Journal of Reliable Intelligent Environments. 2025, 11(4), ISSN 2199-4668. DOI 10.1007/s40860-025-00262-2.

Stati ve sbornících konferencí

SKŘÍŠOVSKÝ, J., A. MKRTCHIAN a P. KŘEMEN. Interactive Dashboard for Ontology Catalogs. In: Joint Proceedings of Posters, Demos, Workshops, and Tutorials of the 21st International Conference on Semantic Systems co-located with 21st International Conference on Semantic Systems (SEMANTiCS 2025). 21st International Conference on Semantic Systems, Vídeň, 2025-09-03/2025-09-05. CEUR-WS.org, 2025. sv. 4064. ISSN 1613-0073. Dostupné z: https://ceur-ws.org/Vol-4064/SEMDEV-paper6.pdf

BUREŠ, M. et al. Situational Awareness and Health Monitoring System for the First Responders and CBRN Units. In: Proceedings - 2025 IEEE International Conference on Digital Health, ICDH 2025. 2025 IEEE INTERNATIONAL CONFERENCE ON DIGITAL HEALTH, Helsinki, 2025-07-07/2025-07-12. IEEE eXplore, 2025. s. 199-201. ISBN 979-8-3315-5561-0. DOI 10.1109/ICDH67620.2025.00036. Dostupné z: https://ieeexplore.ieee.org/document/11120493

KLÍMA, M. et al. Novel Algorithm to Solve the Constrained Path-Based Testing Problem. In: IEEE International Conference on Software Testing Verification and Validation Workshops. 2025 International Conference on Software Testing, Verification and Validation Workshops-ICSTW, Naples, 2025-03-31/2025-04-04. IEEE Xplore, 2025. s. 41-49. ISBN 979-8-3315-3467-7. DOI 10.1109/ICSTW64639.2025.10962488. Dostupné z: https://ieeexplore.ieee.org/document/10962488

KLÍMA, M. et al. CPT Manager: An Open Environment for Constrained Path-Based Testing. In: IEEE International Conference on Software Testing Verification and Validation Workshops. 2025 International Conference on Software Testing, Verification and Validation Workshops-ICSTW, Naples, 2025-03-31/2025-04-04. IEEE Xplore, 2025. s. 50-53. ISBN 979-8-3315-3467-7. DOI 10.1109/ICSTW64639.2025.10962475. Dostupné z: https://ieeexplore.ieee.org/document/10962475

13136 / 13145 - skupina znalostních softwarových systémů

Publikační činnost 2025

Články v časopisech WoS

FISCHEROVÁ, D. et al. Ultrasound Examiners' Ability to Describe Ovarian Cancer Spread Using Preacquired Ultrasound Videoclips from a Selected Patient Sample with High Prevalence of Cancer Spread. Ultrasound in Obstetrics & Gynecology. 2025, 65(5), 641-652. ISSN 1469-0705. DOI 10.1002/uog.29208. Dostupné z: https://obgyn.onlinelibrary.wiley.com/doi/10.1002/uog.29208?af=R

Stati ve sbornících konferencí

LEDVINKA, M., M. BLAŠKO a M. MED. TermIt: Managing Domain Terminologies. In: Joint Proceedings of Posters, Demos, Workshops, and Tutorials of the 21st International Conference on Semantic Systems co-located with 21st International Conference on Semantic Systems (SEMANTiCS 2025). 21st International Conference on Semantic Systems, Vídeň, 2025-09-03/2025-09-05. CEUR-WS.org, 2025. sv. 4064. ISSN 1613-0073. Dostupné z: https://ceur-ws.org/Vol-4064/SEMDEV-paper1.pdf

Stránka vytvořena 18.04.2026 05:00:01

Za obsah odpovídá: RNDr. Patrik Mottl, Ph.D.

Fakulta elektrotechnická

České vysoké učení technické v Praze

ČVUT v Praze

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