13000 / 13136 - katedra počítačů

Publikační činnost 2026

Články v časopisech WoS

DRAHÝ, V., R. MAŘÍK a H. KÄLVIÄINEN. Context-aware railway video segmentation with unsupervised evaluation. Pattern Analysis and Applications. 2026, 29(2), ISSN 1433-755X. DOI 10.1007/s10044-026-01647-6.

KOBZA, O. et al. AlquistCoder: A Synthetic Data Approach to Training Compact Secure Coding Assistants and Building Security Benchmarks. Computational Intelligence. 2026, 42(4), ISSN 0824-7935. DOI 10.1111/coin.70282.

CHEN, H. et al. Pneumatic-Tomographic Tactile Skin for Multicontact Localization and Force Estimation. IEEE Sensors Journal. 2026, 26(16), 23655-23665. ISSN 1530-437X. DOI 10.1109/JSEN.2026.3704916.

ULRICH, J. et al. An Open-source High-precision Hive for Long-term Honeybee Observation and Research. Biology Open. 2026, 15(6), 1-9. ISSN 2046-6390. DOI 10.1242/bio.062523. Dostupné z: https://journals.biologists.com/bio/article/15/6/bio062523/372098/An-open-source-high-precision-hive-for-long-term

VINTR, T. et al. Estimating the Dominant Frequencies of Real-valued Cyclic Processes in Natural Environments for Long-term Operation of Autonomous Robots. Robotics and Autonomous Systems. 2026, 198 1-21. ISSN 0921-8890. DOI 10.1016/j.robot.2025.105299.

RIGAKI, M., C. CATANIA a S. GARCÍA. Building Adaptative and Transparent Cyber Agents with Local Language Models. Expert Systems with Applications. 2026, 299 1-20. ISSN 0957-4174. DOI 10.1016/j.eswa.2025.129987.

Články v ostatních periodikách

MILEC, D. et al. Local Updates, Global Learning (LUGL): Playing Games with non-incremental Learners. IEEE Transactions on Games. 2026, 1-12. ISSN 2475-1510. DOI 10.1109/TG.2026.3728111. Dostupné z: https://ieeexplore.ieee.org/document/11668729/

WODECKI, A. et al. Geometric quantum control and the random Schrödinger equation. Physical Review Research. 2026, 8(1), ISSN 2643-1564. DOI 10.1103/y8nw-n1wb.

IDLAHCEN, F. Learning Tree-Structured Distributions. Learning Tree-Structured Distributions. 2026, Dostupné z: https://link.springer.com/article/10.1007/s10994-026-07127-6

Stati ve sbornících konferencí

DZIWOKI, A. a R. HORČÍK. Perturbing Best Responses in Zero-Sum Games. In: Proceedings of the 40th AAAI Conference on Artificial Intelligence (AAAI-26). 40th AAAI Conference on Artificial Intelligence (AAAI-26), Singapore, 2026-01-20/2026-01-27. Menlo Park: AAAI Press, 2026. sv. 40. ISSN 2159-5399. ISBN 978-1-57735-906-7.

KUBÍKOVÁ, A. et al. Neural Network–Based Speedup of Vehicle-Group Assignment for Dial-a-Ride Problem. In: Proceedings of the 18th International Conference on Agents and Artificial Intelligence - Volume 5. 18th International Conference on Agents and Artificial Intelligence, Marbella, 2026-03-05/2026-03-07. Madeira: SciTePress, 2026. s. 4530-4537. ISSN 2184-433X. ISBN 978-989-758-796-2. DOI 10.5220/0014468400004052. Dostupné z: https://www.scitepress.org/Link.aspx?doi=10.5220/0014468400004052

PELEŠKA, J. a G. ŠÍR. Task-Agnostic Contrastive Pretraining for Relational Deep Learning. In: KOPRINSKA, I., J. MENDES-MOREIRA a P. BRANCO, eds. Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Workshop on Mining and Learning with Graphs (MLG 2025), Porto, 2025-09-15. Springer, Cham, 2026. s. 623-638. 1. sv. 3. ISSN 1865-0929. ISBN 978-3-032-19101-4. DOI 10.1007/978-3-032-19102-1_38.

KURBANOV, T. et al. Multiagent System for Dynamic Multicriteria Traffic Routing in Urban Environments. In: Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems. 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-26), Paphos, 2026-05-25/2026-05-29. County of Richland: IFAAMAS, 2026. s. 2886-2894. ISBN 979-8-4007-2317-9. DOI 10.65109/MCOL3382.

KURBANOV, T. a J. VOKŘÍNEK. Improving Scalability of the Multicriteria Vehicle Routing Problem. In: Proceedings of the 18th International Conference on Agents and Artificial Intelligence - (Volume 4). 18th International Conference on Agents and Artificial Intelligence, Marbella, 2026-03-05/2026-03-07. Madeira: SciTePress, 2026. s. 3676-3683. ISSN 2184-433X. ISBN 978-989-758-796-2. DOI 10.5220/0014462400004052. Dostupné z: https://www.scitepress.org/PublicationsDetail.aspx?ID=b3246Fxm1/s=&t=1

KŮLA, V. et al. Tractable Weighted First-Order Model Counting with Bounded Treewidth Binary Evidence. In: Proceedings of the AAAI Conference on Artificial Intelligence. 40th AAAI Conference on Artificial Intelligence (AAAI-26), Singapore, 2026-01-20/2026-01-27. PKP Publishing Services, 2026. s. 19198-19207. sv. 40. ISSN 2374-3468. DOI 10.1609/aaai.v40i23.38994. Dostupné z: https://ojs.aaai.org/index.php/AAAI/article/view/38994

HADŽIĆ, A., M. PAPEŽ a T. PEVNÝ. Distillation of a tractable model from the VQ-VAE. In: ESANN 2026 - Proceedings. 34th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, 2026-04-22/2026-04-24. Louvain la Neuve: Ciaco - i6doc.com, 2026. s. 745-750. ISBN 978-2-87587-096-4.

KŮLA, V. et al. First-Order and Second-Order Model Counting Meet Stable Marriages, Stable Roommates, and Stable Diners. In: Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems. 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-26), Paphos, 2026-05-25/2026-05-29. County of Richland: IFAAMAS, 2026. s. 2536-2544. ISBN 979-8-4007-2317-9. DOI 10.65109/SJZA5231.

HERYNEK, J., M. ZOULA a J. FAIGL. Linear Regression–based Signal Strength Modeling using Real-World Data. In: 12th International Conference on Control, Decision and Information Technologies. Bari, 2026-07-13/2026-07-16. IEEE Xplore, 2026. s. 581-586. ISSN 2576-3555. ISBN 979-8-3195-2077-7. DOI 10.1109/CoDIT70676.2026.11631193. Dostupné z: https://ieeexplore.ieee.org/document/11631193

ULLRICH, H. a J. DRCHAL. AIC CTU@AVerImaTeC: dual-retriever RAG for image-text fact checking. In: Proceedings of the Ninth Fact Extraction and VERification Workshop (FEVER). The Ninth FEVER Workshop, Rabat, 2026-03-28. Stroudsburg: Association for Computational Linguistics (ACL), 2026. s. 136-142. ISBN 979-8-89176-365-4. DOI 10.18653/v1/2026.fever-1.11. Dostupné z: https://openreview.net/forum?id=z8lGxy5ecn&nesting=2&sort=date-desc

ZOREK, M., T. PEVNÝ a V. ŠMÍDL. Differentiable Distance Between Hierarchically-Structured Data. In: 2025 IEEE International Conference on Data Mining. Washington, 2025-11-12/2025-11-15. IEEE eXplore, 2026. s. 1751-1760. ISSN 2374-8486. ISBN 979-8-3315-9599-9. DOI 10.1109/ICDM65498.2025.00188. Dostupné z: https://ieeexplore.ieee.org/abstract/document/11391747

SHAFIEI, A. a J. MAREČEK. Time-Varying Multi-objective Optimization: Tradeoff Regret Bounds. In: Computer ScienceComputer Science (R0)Springer Nature Proceedings Computer Science. 19th Learning and Intelligent Optimization Conference, Praha, 2025-06-15/2025-06-19. Springer, Cham, 2026. s. 253-264. ISSN 0302-9743. ISBN 978-3-032-09155-0. DOI 10.1007/978-3-032-09156-7_17.

13136 / 13141 - centrum umělé inteligence

Publikační činnost 2026

Články v časopisech WoS

KOBZA, O. et al. AlquistCoder: A Synthetic Data Approach to Training Compact Secure Coding Assistants and Building Security Benchmarks. Computational Intelligence. 2026, 42(4), ISSN 0824-7935. DOI 10.1111/coin.70282.

CHEN, H. et al. Pneumatic-Tomographic Tactile Skin for Multicontact Localization and Force Estimation. IEEE Sensors Journal. 2026, 26(16), 23655-23665. ISSN 1530-437X. DOI 10.1109/JSEN.2026.3704916.

ULRICH, J. et al. An Open-source High-precision Hive for Long-term Honeybee Observation and Research. Biology Open. 2026, 15(6), 1-9. ISSN 2046-6390. DOI 10.1242/bio.062523. Dostupné z: https://journals.biologists.com/bio/article/15/6/bio062523/372098/An-open-source-high-precision-hive-for-long-term

CHEON, H. Weak Differential Marginality and the Solidarity Value. Operations Research Letters. 2026, 68 1-5. ISSN 0167-6377. DOI 10.1016/j.orl.2026.107471.

VINTR, T. et al. Estimating the Dominant Frequencies of Real-valued Cyclic Processes in Natural Environments for Long-term Operation of Autonomous Robots. Robotics and Autonomous Systems. 2026, 198 1-21. ISSN 0921-8890. DOI 10.1016/j.robot.2025.105299.

RIGAKI, M., C. CATANIA a S. GARCÍA. Building Adaptative and Transparent Cyber Agents with Local Language Models. Expert Systems with Applications. 2026, 299 1-20. ISSN 0957-4174. DOI 10.1016/j.eswa.2025.129987.

CHEON, H. Second-order average productivity, second-order payoffs, and the Solidarity value. Operations Research Letters. 2026, 67 1-6. ISSN 1872-7468. DOI 10.1016/j.orl.2026.107430.

Články v ostatních periodikách

MILEC, D. et al. Local Updates, Global Learning (LUGL): Playing Games with non-incremental Learners. IEEE Transactions on Games. 2026, 1-12. ISSN 2475-1510. DOI 10.1109/TG.2026.3728111. Dostupné z: https://ieeexplore.ieee.org/document/11668729/

MASTROPIETRO, D. et al. Parallel Variational Quantum Algorithms with Gradient-informed Restart to Speed up Optimization in the Presence of Barren Plateaus. IEEE Transactions on Quantum Engineering. 2026, 7 1-18. ISSN 2689-1808. DOI 10.1109/TQE.2026.3663507. Dostupné z: https://www.computer.org/csdl/journal/qe/5555/01/11389907/2dZTGe7HyBG

ZHOU, Q., J. MAREČEK a R. SHORTEN. Online Learning with Multiple Fairness Regularizers via Graph-Structured Feedback. Transactions on Machine Learning Research. 2026, 2026 ISSN 2835-8856. Dostupné z: https://openreview.net/forum?id=y8iWuDZtEw

BOHUN, V. et al. Entanglement Scaling in Matrix Product State Representation of Smooth Functions and their Shallow Quantum Circuit Approximations. Physical Review Research. 2026, ISSN 2643-1564. DOI 10.1103/yyvr-dtsb.

WODECKI, A. et al. Geometric quantum control and the random Schrödinger equation. Physical Review Research. 2026, 8(1), ISSN 2643-1564. DOI 10.1103/y8nw-n1wb.

Stati ve sbornících konferencí

DZIWOKI, A. a R. HORČÍK. Perturbing Best Responses in Zero-Sum Games. In: Proceedings of the 40th AAAI Conference on Artificial Intelligence (AAAI-26). 40th AAAI Conference on Artificial Intelligence (AAAI-26), Singapore, 2026-01-20/2026-01-27. Menlo Park: AAAI Press, 2026. sv. 40. ISSN 2159-5399. ISBN 978-1-57735-906-7.

KUBÍKOVÁ, A. et al. Neural Network–Based Speedup of Vehicle-Group Assignment for Dial-a-Ride Problem. In: Proceedings of the 18th International Conference on Agents and Artificial Intelligence - Volume 5. 18th International Conference on Agents and Artificial Intelligence, Marbella, 2026-03-05/2026-03-07. Madeira: SciTePress, 2026. s. 4530-4537. ISSN 2184-433X. ISBN 978-989-758-796-2. DOI 10.5220/0014468400004052. Dostupné z: https://www.scitepress.org/Link.aspx?doi=10.5220/0014468400004052

BAYER, J. a J. FAIGL. Terrain Modeling in 3D Mapping for Autonomous Navigation in Multi-Layered Environments. In: Lecture Notes in Computer Science. 11th International Conference on Modelling and Simulation for Autonomous Systems, MESAS 2024, Chania, 2024-10-01/2024-10-03. Springer Science and Business Media Deutschland GmbH, 2026. s. 135-145. sv. 15761 LNCS. ISSN 0302-9743. ISBN 978-3-031-99731-0. DOI 10.1007/978-3-031-99732-7_9.

KURBANOV, T. et al. Multiagent System for Dynamic Multicriteria Traffic Routing in Urban Environments. In: Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems. 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-26), Paphos, 2026-05-25/2026-05-29. County of Richland: IFAAMAS, 2026. s. 2886-2894. ISBN 979-8-4007-2317-9. DOI 10.65109/MCOL3382.

KURBANOV, T. a J. VOKŘÍNEK. Improving Scalability of the Multicriteria Vehicle Routing Problem. In: Proceedings of the 18th International Conference on Agents and Artificial Intelligence - (Volume 4). 18th International Conference on Agents and Artificial Intelligence, Marbella, 2026-03-05/2026-03-07. Madeira: SciTePress, 2026. s. 3676-3683. ISSN 2184-433X. ISBN 978-989-758-796-2. DOI 10.5220/0014462400004052. Dostupné z: https://www.scitepress.org/PublicationsDetail.aspx?ID=b3246Fxm1/s=&t=1

HADŽIĆ, A., M. PAPEŽ a T. PEVNÝ. Distillation of a tractable model from the VQ-VAE. In: ESANN 2026 - Proceedings. 34th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, 2026-04-22/2026-04-24. Louvain la Neuve: Ciaco - i6doc.com, 2026. s. 745-750. ISBN 978-2-87587-096-4.

HERYNEK, J., M. ZOULA a J. FAIGL. Linear Regression–based Signal Strength Modeling using Real-World Data. In: 12th International Conference on Control, Decision and Information Technologies. Bari, 2026-07-13/2026-07-16. IEEE Xplore, 2026. s. 581-586. ISSN 2576-3555. ISBN 979-8-3195-2077-7. DOI 10.1109/CoDIT70676.2026.11631193. Dostupné z: https://ieeexplore.ieee.org/document/11631193

PRÁGR, M. et al. On Autonomous Ground Vehicle Navigation in Leader-Follower Off-Road Environments. In: Lecture Notes in Computer Science. 11th International Conference on Modelling and Simulation for Autonomous Systems, MESAS 2024, Chania, 2024-10-01/2024-10-03. Springer Science and Business Media Deutschland GmbH, 2026. s. 146-161. sv. 15761 LNCS. ISSN 0302-9743. ISBN 978-3-031-99731-0. DOI 10.1007/978-3-031-99732-7_10.

ULLRICH, H. a J. DRCHAL. AIC CTU@AVerImaTeC: dual-retriever RAG for image-text fact checking. In: Proceedings of the Ninth Fact Extraction and VERification Workshop (FEVER). The Ninth FEVER Workshop, Rabat, 2026-03-28. Stroudsburg: Association for Computational Linguistics (ACL), 2026. s. 136-142. ISBN 979-8-89176-365-4. DOI 10.18653/v1/2026.fever-1.11. Dostupné z: https://openreview.net/forum?id=z8lGxy5ecn&nesting=2&sort=date-desc

ZOREK, M., T. PEVNÝ a V. ŠMÍDL. Differentiable Distance Between Hierarchically-Structured Data. In: 2025 IEEE International Conference on Data Mining. Washington, 2025-11-12/2025-11-15. IEEE eXplore, 2026. s. 1751-1760. ISSN 2374-8486. ISBN 979-8-3315-9599-9. DOI 10.1109/ICDM65498.2025.00188. Dostupné z: https://ieeexplore.ieee.org/abstract/document/11391747

SHAFIEI, A. a J. MAREČEK. Time-Varying Multi-objective Optimization: Tradeoff Regret Bounds. In: Computer ScienceComputer Science (R0)Springer Nature Proceedings Computer Science. 19th Learning and Intelligent Optimization Conference, Praha, 2025-06-15/2025-06-19. Springer, Cham, 2026. s. 253-264. ISSN 0302-9743. ISBN 978-3-032-09155-0. DOI 10.1007/978-3-032-09156-7_17.

13136 / 13143 - Intelligent Data Analysis

Publikační činnost 2026

Články v časopisech WoS

KIMIAEI, M. et al. Restarting Two-term Nonlinear Conjugate Gradient Methods Based on a Finite Precision Arithmetic Analysis. Journal of Computational and Applied Mathematics. 2026, 488 ISSN 0377-0427. DOI 10.1016/j.cam.2026.117856.

HRUBA, P. et al. Archetypal Analysis of Deceased Donor Kidneys : A Molecular Approach for Posttransplant Outcomes. AMERICAN JOURNAL OF TRANSPLANTATION. 2026, 26(3), 523-536. ISSN 1600-6135. DOI 10.1016/j.ajt.2025.09.024.

ROSSNER, P. et al. Molecular Alterations in Human Olfactory Mucosal Cells from Healthy Individuals and Individuals with Alzheimer's Disease Induced by Real-world Ambient Air. Environmental Toxicology and Pharmacology. 2026, 124 ISSN 1382-6689. DOI 10.1016/j.etap.2026.105019.

PRIYADARSINEE, L. et al. Contemporary Data-driven Innovations in Peptide-based Therapeutic Design. BRIEFINGS IN BIOINFORMATICS. 2026, 27(3), 1-20. ISSN 1467-5463. DOI 10.1093/bib/bbag220.

DIFONZO, F. et al. Towards Real Time Control of Water Engineering with Nonlinear Hyperbolic Partial Differential Equations. Journal of Computational Science. 2026, 100 1-25. ISSN 1877-7511. DOI 10.1016/j.jocs.2026.102945. Dostupné z: https://www.sciencedirect.com/science/article/pii/S1877750326001638

ATTOUCH, H., J. FADILI a V. KUNGURTSEV. The Stochastic Ravine Accelerated Gradient Method with General Extrapolation Coefficients. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS. 2026, 209(1), ISSN 0022-3239. DOI 10.1007/s10957-026-02940-4.

Články v ostatních periodikách

SIMA, M. et al. Real-World Traffic-Polluted Air and Its Impact on a 3D Model of the Human Airway Epithelium. Journal of Xenobiotics. 2026, 16(3), 1-14. ISSN 2039-4713. DOI 10.3390/jox16030091. Dostupné z: https://www.mdpi.com/2039-4713/16/3/91

MASTROPIETRO, D. et al. Parallel Variational Quantum Algorithms with Gradient-informed Restart to Speed up Optimization in the Presence of Barren Plateaus. IEEE Transactions on Quantum Engineering. 2026, 7 1-18. ISSN 2689-1808. DOI 10.1109/TQE.2026.3663507. Dostupné z: https://www.computer.org/csdl/journal/qe/5555/01/11389907/2dZTGe7HyBG

SIMOVA, Z. et al. Transcriptional Responses to Real-world Ambient Air Pollution in Healthy and Asthmatic Human 3D Airway Models Grown at the Air-liquid Interface. Journal of Hazardous Materials Advances. 2026, 23 1-11. ISSN 2772-4166. DOI 10.1016/j.hazadv.2026.101404. Dostupné z: https://www.sciencedirect.com/science/article/pii/S2772416626003980

IDLAHCEN, F. Learning Tree-Structured Distributions. Learning Tree-Structured Distributions. 2026, Dostupné z: https://link.springer.com/article/10.1007/s10994-026-07127-6

Stati ve sbornících konferencí

PELEŠKA, J. a G. ŠÍR. Task-Agnostic Contrastive Pretraining for Relational Deep Learning. In: KOPRINSKA, I., J. MENDES-MOREIRA a P. BRANCO, eds. Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Workshop on Mining and Learning with Graphs (MLG 2025), Porto, 2025-09-15. Springer, Cham, 2026. s. 623-638. 1. sv. 3. ISSN 1865-0929. ISBN 978-3-032-19101-4. DOI 10.1007/978-3-032-19102-1_38.

KŮLA, V. et al. Tractable Weighted First-Order Model Counting with Bounded Treewidth Binary Evidence. In: Proceedings of the AAAI Conference on Artificial Intelligence. 40th AAAI Conference on Artificial Intelligence (AAAI-26), Singapore, 2026-01-20/2026-01-27. PKP Publishing Services, 2026. s. 19198-19207. sv. 40. ISSN 2374-3468. DOI 10.1609/aaai.v40i23.38994. Dostupné z: https://ojs.aaai.org/index.php/AAAI/article/view/38994

KŮLA, V. et al. First-Order and Second-Order Model Counting Meet Stable Marriages, Stable Roommates, and Stable Diners. In: Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems. 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-26), Paphos, 2026-05-25/2026-05-29. County of Richland: IFAAMAS, 2026. s. 2536-2544. ISBN 979-8-4007-2317-9. DOI 10.65109/SJZA5231.

GU, J. et al. Concord: Concept-Informed Diffusion for Dataset Distillation. In: WACV2026: Proc. of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2026 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, 2026-03-06/2026-03-10. Piscataway: IEEE, 2026. s. 5258-5268. ISSN 2642-9381. ISBN 979-8-3315-5511-5. DOI 10.1109/WACV61042.2026.00510. Dostupné z: https://ieeexplore.ieee.org/abstract/document/11492653

13136 / 13144 - laboratoř inteligentního testování systémů

Publikační činnost 2026

Články v časopisech WoS

WILKIE, J. et al. Few-Shot Network Intrusion Detection Using Online Triplet Mining. Applied Sciences. 2026, 16(10), 1-27. ISSN 2076-3417. DOI 10.3390/app16104589. Dostupné z: https://www.mdpi.com/2076-3417/16/10/4589