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.

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.

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.

Články v ostatních periodikách

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

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.

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

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.

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.

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

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.

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.

Články v ostatních periodikách

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

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.

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

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.

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.

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

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.

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

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

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.