13000 / 13136 - Publikace - 2024

13000 / 13136 - katedra počítačů

Publikační činnost 2024

Články v časopisech WoS

BELLON, A. et al. Time-Varying Semidefinite Programming: Path Following a Burer–Monteiro Factorization. SIAM Journal on Optimization. 2024, 34(1), 1-26. ISSN 1052-6234. DOI 10.1137/22M1529762.

VOTROUBEK, T. a T. KROUPA. Globally Optimal Inverse Kinematics as a Non-Convex Quadratically Constrained Quadratic Program. IEEE Robotics and Automation Letters. 2024, 9(6), 5998-6003. ISSN 2377-3766. DOI 10.1109/LRA.2024.3398433. Dostupné z: https://ieeexplore.ieee.org/document/10522829

MLČOCH, D. a O. HUBÁČEK. Competing in daily fantasy sports using generative models. International Transactions in Operational Research. 2024, 31(3), 1515-1532. ISSN 0969-6016. DOI 10.1111/itor.13344.

RIGAKI, M. a S. GARCÍA. A Survey of Privacy Attacks in Machine Learning. ACM Computing Surveys. 2024, 56(4), ISSN 0360-0300. DOI 10.1145/3624010.

DECKEROVÁ, J., P. VÁŇA a J. FAIGL. Combinatorial lower bounds for the Generalized Traveling Salesman Problem with Neighborhoods. Expert Systems with Applications. 2024, 258 ISSN 0957-4174. DOI 10.1016/j.eswa.2024.125185.

TOMÁŠEK, P., K. HORÁK a B. BOŠANSKÝ. Iterative Algorithms for Solving one-sided Partially Observable Stochastic Shortest Path Games. International Journal of Approximate Reasoning. 2024, 175 1-47. ISSN 0888-613X. DOI 10.1016/j.ijar.2024.109297.

SHAFIEI, A., V. KUNGURTSEV a J. MAREČEK. Trilevel and multilevel optimization using monotone operator theory. Mathematical Methods of Operations Research. 2024, 99(1-2), 77-114. ISSN 1432-2994. DOI 10.1007/s00186-024-00852-5.

JUNG, P., G. MARRA a O. KUŽELKA. Quantified Neural Markov Logic Networks. International Journal of Approximate Reasoning. 2024, 171 ISSN 0888-613X. DOI 10.1016/j.ijar.2024.109172.

MAŠKOVÁ, M. et al. Deep anomaly detection on set data: Survey and comparison. Pattern recognition. 2024, 151 ISSN 0031-3203. DOI 10.1016/j.patcog.2024.110381.

ROUČEK, T. et al. Predictive Data Acquisition for Lifelong Visual Teach, Repeat and Learn. IEEE Robotics and Automation Letters. 2024, 9(11), 10042-10049. ISSN 2377-3766. DOI 10.1109/LRA.2024.3421193. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10578334

MANDLÍK, Š. et al. Malicious Internet Entity Detection Using Local Graph Inference. IEEE Transactions on Information Forensics and Security. 2024, 19 3554-3566. ISSN 1556-6013. DOI 10.1109/TIFS.2024.3360867.

ULRICH, J. et al. Autonomous Tracking of Honey Bee Behaviors over Long-term Periods with Cooperating Robots. Science Robotics. 2024, 9(95), ISSN 2470-9476. DOI 10.1126/scirobotics.adn6848.

Články v ostatních periodikách

DRCHAL, J. et al. Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language. Neural Computing and Applications. 2024, 36(30), 19023-19054. ISSN 0941-0643. DOI 10.1007/s00521-024-10113-5.

Stati ve sbornících konferencí

DRAHÝ, V., R. MAŘÍK a H. KALVIAINEN. Design of surrogate models in civil engineering by neural networks. In: 2024 9th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM). Agiou Spiridonos 28, Egaleo, Athens 12243, 2024-09-20/2024-09-22. Institute of Electrical and Electronics Engineers Inc., 2024. s. 42-49. ISBN 979-8-3315-0448-9. DOI 10.1109/SEEDA-CECNSM63478.2024.00017. Dostupné z: https://ieeexplore.ieee.org/document/10734607

MILEC, D., O. KUBÍČEK a V. LISÝ. Continual Depth-limited Responses for Computing Counter-strategies in Sequential Games. In: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 23rd International Conference on Autonomous Agents and Multiagent Systems, Auckland, 2024-05-06/2024-05-10. County of Richland: IFAAMAS, 2024. s. 2393-2395. sv. 2024-May. ISSN 1558-2914. Dostupné z: https://www.ifaamas.org/Proceedings/aamas2024/pdfs/p2393.pdf

SLADIĆ, M. et al. LLM in the Shell: Generative Honeypots. In: Proceedings - 9th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2024. 2024 IEEE European Symposium on Security and Privacy Workshops, Vídeň, 2024-07-08/2024-07-12. Cannes: IEEE Computer Society, 2024. s. 430-435. ISSN 2768-0657. ISBN 979-8-3503-6729-4. DOI 10.1109/EuroSPW61312.2024.00054. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10628775

MED, J. et al. Weak and Strong Reversibility of Non-deterministic Actions: Universality and Uniformity. In: Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling. The 34th International Conference on Automated Planning and Scheduling (ICAPS 2024), Banff, 2024-06-01/2024-06-06. Menlo Park, California: AAAI Press, 2024. s. 369-377. sv. 34. ISSN 2334-0835. ISBN 978-1-57735-889-3. DOI 10.1609/icaps.v34i1.31496.

JANOTA, J. et al. Towards Robotic Mapping of a Honeybee Comb. In: 2024 International Conference on Manipulation, Automation and Robotics at Small Scales. 7th International Conference on Manipulation, Automation, and Robotics at Small Scales, Delft, 2024-07-01/2024-07-05. Budapešť: Institute of Electrical and Electronics Engineers Inc., 2024. s. 79-+. ISBN 979-8-3503-7680-7. DOI 10.1109/MARSS61851.2024.10612712. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10612712

DECKEROVÁ, J. a J. FAIGL. Unsupervised Learning-Based Data Collection Planning with Dubins Vehicle and Constrained Data Retrieving Time. In: Advances in Self-Organizing Maps, Learning Vector Quantization, Interpretable Machine Learning, and Beyond. 15th Workshop on Self-Organizing Maps, Learning Vector Quantization & Beyond, Mittweida, 2024-07-10/2024-07-12. Basel: Springer Nature Switzerland AG, 2024. s. 11-21. sv. 1087. ISSN 2367-3370. ISBN 978-3-031-67158-6. DOI 10.1007/978-3-031-67159-3_2.

ULLRICH, H., T. MLYNÁŘ a J. DRCHAL. AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task. In: Seventh Workshop on Fact Extraction and VERification (FEVER 2024). 7th Fact Extraction and VERification Workshop, Miami, 2024-11-16. Stroudsburg: Association for Computational Linguistics (ACL), 2024. s. 137-150. ISBN 979-8-3313-0845-2. DOI 10.18653/v1/2024.fever-1.16.

PAPEŽ, M. et al. GraphSPNs: Sum-Product Networks Benefit From Canonical Orderings. In: Proceedings of the 7th Workshop on Tractable Probabilistic Modeling. 7th Workshop on Tractable Probabilistic Modeling, UAI 2024, Barcelona, 2024-07-19. Massachusetts: OpenReview.net / University of Massachusetts, 2024. Dostupné z: https://openreview.net/forum?id=NKdl7FHlFK

KUBÍČEK, O., N. BURCH a V. LISÝ. Look-ahead Search on Top of Policy Networks in Imperfect Information Games. In: Proceedings of the 33rd International Joint Conference on Artificial Intelligence. 33rd International Joint Conference on Artificial Intelligence (IJCAI-24), Jeju, 2024-08-03/2024-08-09. International Joint Conferences on Artificial Intelligence Organization, 2024. s. 4344-4352. ISBN 978-1-956792-04-1. DOI 10.24963/ijcai.2024/480. Dostupné z: https://www.ijcai.org/proceedings/2024/480

BLAHA, J. et al. Toward Perpetual Occlusion-Aware Observation of Comb States in Living Honeybee Colonies. In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024). IEEE/RSJ International Conference on Intelligent Robots and Systems, Abu Dhabi, 2024-10-14/2024-10-18. Piscataway: IEEE, 2024. s. 5948-5955. ISSN 2153-0866. ISBN 979-8-3503-7770-5. DOI 10.1109/IROS58592.2024.10801380. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10801380

HERYNEK, J. a S. EDELKAMP. Multi-Robot Multi-Goal Mission Planning in Terrains of Varying Energy Consumption. In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024). IEEE/RSJ International Conference on Intelligent Robots and Systems, Abu Dhabi, 2024-10-14/2024-10-18. Piscataway: IEEE, 2024. s. 12064-12069. ISSN 2153-0866. ISBN 979-8-3503-7770-5. DOI 10.1109/IROS58592.2024.10802578. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10802578

BANDHANA, A., T. KROUPA a S. GARCÍA. Trust in Shapley: A Cooperative Quest for Global Trust in P2P Network. In: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 23rd International Conference on Autonomous Agents and Multiagent Systems, Auckland, 2024-05-06/2024-05-10. County of Richland: IFAAMAS, 2024. s. 132-140. sv. 2024-May. ISSN 1558-2914. Dostupné z: https://www.ifaamas.org/Proceedings/aamas2024/pdfs/p132.pdf

BAYER, J. a J. FAIGL. Reward-field Guided Motion Planner for Navigation with Limited Sensing Range. In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024). IEEE/RSJ International Conference on Intelligent Robots and Systems, Abu Dhabi, 2024-10-14/2024-10-18. Piscataway: IEEE, 2024. s. 3167-3174. ISSN 2153-0866. ISBN 979-8-3503-7770-5. DOI 10.1109/IROS58592.2024.10801843. Dostupné z: https://ieeexplore.ieee.org/document/10801843

GIANNOPOULOS, G. et al. Fairness in AI: challenges in bridging the gap between algorithms and law. In: 2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW). International Conference on Data Engineering 2024, Utrecht, 2024-05-13/2024-05-17. New York: Institute of Electrical and Electronics Engineers, 2024. s. 217-225. ISSN 1943-2895. ISBN 979-8-3503-8404-8. DOI 10.1109/ICDEW61823.2024.00034.

KUBÍČEK, O. Enhancing Policy Gradient Algorithms with Search in Imperfect Information Games. In: Proceedings of the 33rd International Joint Conference on Artificial Intelligence. 33rd International Joint Conference on Artificial Intelligence (IJCAI-24), Jeju, 2024-08-03/2024-08-09. International Joint Conferences on Artificial Intelligence Organization, 2024. s. 8498-8499. ISBN 978-1-956792-04-1. DOI 10.24963/ijcai.2024/964. Dostupné z: https://www.ijcai.org/proceedings/2024/964

URBANOVSKÁ, M. a A. KOMENDA. Explainability Insights to Cellular Simultaneous Recurrent Neural Networks for Classical Planning. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence (Volume 3). ICAART 2024 16th International Conference on Agents and Artificial Intelligence, Rome, 2024-02-24/2024-02-26. Setúbal: Science and Technology Publications, Lda, 2024. s. 592-599. sv. 3. ISSN 2184-433X. ISBN 978-989-758-680-4. DOI 10.5220/0012375800003636. Dostupné z: https://www.scitepress.org/Link.aspx?doi=10.5220/0012375800003636

HULCHUK, V., J. BAYER a J. FAIGL. LiDAR-Visual-Inertial Tightly-coupled Odometry with Adaptive Learnable Fusion Weights. In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024). IEEE/RSJ International Conference on Intelligent Robots and Systems, Abu Dhabi, 2024-10-14/2024-10-18. Piscataway: IEEE, 2024. s. 5641-5647. ISSN 2153-0866. ISBN 979-8-3503-7770-5. DOI 10.1109/IROS58592.2024.10802180. Dostupné z: https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10802180

PRÁGR, M., J. BAYER a J. FAIGL. On Predicting Terrain Changes Induced by Mobile Robot Traversal. In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024). IEEE/RSJ International Conference on Intelligent Robots and Systems, Abu Dhabi, 2024-10-14/2024-10-18. Piscataway: IEEE, 2024. s. 11694-11699. ISSN 2153-0866. ISBN 979-8-3503-7770-5. DOI 10.1109/IROS58592.2024.10802070. Dostupné z: https://ieeexplore.ieee.org/document/10802070

RIGAKI, M. a S. GARCÍA. The Power of MEME: Adversarial Malware Creation with Model-Based Reinforcement Learning. In: 28th European Symposium on Research in Computer Security, The Hague, The Netherlands, September 25–29, 2023, Proceedings, Part I. 28th European Symposium on Research in Computer Security, The Hague, 2023-09-25/2023-09-29. Basel: Springer Nature Switzerland AG, 2024. s. 44-64. ISSN 0302-9743. ISBN 978-3-031-50593-5. DOI 10.1007/978-3-031-51482-1_3.

ZOULA, M. a J. FAIGL. Wireless Communication Infrastructure Building for Mobile Robot Search and Inspection Missions. In: 2024 IEEE International Conference on Robotics and Automation. 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, 2024-05-13/2024-05-17. IEEE Xplore, 2024. s. 5970-5976. ISBN 979-8-3503-8457-4. DOI 10.1109/ICRA57147.2024.10611561. Dostupné z: https://ieeexplore.ieee.org/document/10611561

RIGAKI, M. et al. Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence (Volume 3). ICAART 2024 16th International Conference on Agents and Artificial Intelligence, Rome, 2024-02-24/2024-02-26. Setúbal: Science and Technology Publications, Lda, 2024. s. 774-781. sv. 3. ISSN 2184-433X. ISBN 978-989-758-680-4. DOI 10.5220/0012391800003636. Dostupné z: https://www.scitepress.org/PublicationsDetail.aspx?ID=eeFwpk+wHcU=&t=1

TÓTH, J. a O. KUŽELKA. Complexity of Weighted First-Order Model Counting in the Two-Variable Fragment with Counting Quantifiers: A Bound to Beat. In: Proceedings of the 21st International Conference on Principles of Knowledge Representation and Reasoning. 21st International Conference on Principles of Knowledge Representation and Reasoning, Hanoi, 2024-11-02/2024-11-08. International Joint Conferences on Artificial Intelligence Organization, 2024. s. 676-686. ISSN 2334-1033. ISBN 978-1-956792-05-8. DOI 10.24963/kr.2024/64. Dostupné z: https://proceedings.kr.org/2024/64/

MENG, Q. et al. A More Practical Algorithm for Weighted First-Order Model Counting with Linear Order Axiom. In: Frontiers in Artificial Intelligence and Applications. 27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, Santiago de Compostela, 2024-10-19/2024-10-24. Oxford: IOS Press, 2024. s. 3145-3154. sv. 392. ISSN 0922-6389. DOI 10.3233/FAIA240858.

LUKÁŠ, O. a S. GARCÍA. Bridging the Explanation Gap in AI Security: A Task-Driven Approach to XAI Methods Evaluation. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence (Volume 3). ICAART 2024 16th International Conference on Agents and Artificial Intelligence, Rome, 2024-02-24/2024-02-26. Setúbal: Science and Technology Publications, Lda, 2024. s. 1370-1377. sv. 3. ISSN 2184-433X. ISBN 978-989-758-680-4. DOI 10.5220/0012475200003636. Dostupné z: https://www.scitepress.org/PublicationsDetail.aspx?ID=IVoNftRT+PU=&t=1

CUCHÝ, M., J. VOKŘÍNEK a M. JAKOB. Multi-Objective Electric Vehicle Route and Charging Planning with Contraction Hierarchies. In: Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling. The 34th International Conference on Automated Planning and Scheduling (ICAPS 2024), Banff, 2024-06-01/2024-06-06. Menlo Park, California: AAAI Press, 2024. s. 114-122. sv. 34. ISSN 2334-0835. ISBN 978-1-57735-889-3. DOI 10.1609/icaps.v34i1.31467.

CERVENKA, J. et al. AI Based Surrogate Model for Nonlinear Modelling of Reinforced Concrete. In: fib Symposium. 20th fib Symposium on ReConStruct: Resilient Concrete Structures, 2024, Christchurch, 2024-11-11/2024-11-13. Lausanne: Fib. The International Federation for Structural Concrete, 2024. s. 1998-2008. ISSN 2617-4820. ISBN 9782940643257.

BLAHA, J. et al. Effective Searching for the Honeybee Queen in a Living Colony. In: 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE). Bari, 2024-08-28/2024-09-01. IEEE Xplore, 2024. s. 3675-3682. ISSN 2161-8089. ISBN 979-8-3503-5851-3. DOI 10.1109/CASE59546.2024.10711366. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10711366

13136 / 13141 - centrum umělé inteligence

Publikační činnost 2024

Články v časopisech WoS

ZHOU, Q. a J. MAREČEK. Learning of Linear Dynamical Systems as a Noncommutative Polynomial Optimization Problem. IEEE Transactions on Automatic Control. 2024, 69(4), 2399-2405. ISSN 0018-9286. DOI 10.1109/TAC.2023.3313351.

BOSAK, A., D. MISHAGLI a J. MAREČEK. Statistical static timing analysis via modern optimization lens: I. Histogram-based approach. Optimization and Engineering. 2024, 25(3), 1405-1429. ISSN 1389-4420. DOI 10.1007/s11081-023-09847-3.

BELLON, A. et al. Time-Varying Semidefinite Programming: Path Following a Burer–Monteiro Factorization. SIAM Journal on Optimization. 2024, 34(1), 1-26. ISSN 1052-6234. DOI 10.1137/22M1529762.

VOTROUBEK, T. a T. KROUPA. Globally Optimal Inverse Kinematics as a Non-Convex Quadratically Constrained Quadratic Program. IEEE Robotics and Automation Letters. 2024, 9(6), 5998-6003. ISSN 2377-3766. DOI 10.1109/LRA.2024.3398433. Dostupné z: https://ieeexplore.ieee.org/document/10522829

BURKE, P. C. et al. Topological quantum compilation of two-qubit gates. PHYSICAL REVIEW A. 2024, 110(5), 052616-1-052616-12. ISSN 2469-9926. DOI 10.1103/PhysRevA.110.052616.

RIGAKI, M. a S. GARCÍA. A Survey of Privacy Attacks in Machine Learning. ACM Computing Surveys. 2024, 56(4), ISSN 0360-0300. DOI 10.1145/3624010.

AMJADI, A. et al. Reinforcement Learning-based Aggregation for Robot Swarms. Adaptive Behavior. 2024, 32(3), 265-281. ISSN 1059-7123. DOI 10.1177/10597123231202593.

KUNGURTSEV, V. et al. Iteration Complexity of Variational Quantum Algorithms. Quantum. 2024, 8 1-42. ISSN 2521-327X. DOI 10.22331/q-2024-10-10-1495. Dostupné z: https://quantum-journal.org/papers/q-2024-10-10-1495/#

DECKEROVÁ, J., P. VÁŇA a J. FAIGL. Combinatorial lower bounds for the Generalized Traveling Salesman Problem with Neighborhoods. Expert Systems with Applications. 2024, 258 ISSN 0957-4174. DOI 10.1016/j.eswa.2024.125185.

TOMÁŠEK, P., K. HORÁK a B. BOŠANSKÝ. Iterative Algorithms for Solving one-sided Partially Observable Stochastic Shortest Path Games. International Journal of Approximate Reasoning. 2024, 175 1-47. ISSN 0888-613X. DOI 10.1016/j.ijar.2024.109297.

SHAFIEI, A., V. KUNGURTSEV a J. MAREČEK. Trilevel and multilevel optimization using monotone operator theory. Mathematical Methods of Operations Research. 2024, 99(1-2), 77-114. ISSN 1432-2994. DOI 10.1007/s00186-024-00852-5.

DUDKINA, E. et al. A comparison of centrality measures and their role in controlling the spread in epidemic networks. International Journal of Control. 2024, 97(6), 1325-1340. ISSN 0020-7179. DOI 10.1080/00207179.2023.2204969.

FARRARO, P. et al. On unique ergodicity of coupled AIMD flows. International Journal of Control. 2024, 97(9), 2151-2161. ISSN 0020-7179. DOI 10.1080/00207179.2023.2259016.

MAŠKOVÁ, M. et al. Deep anomaly detection on set data: Survey and comparison. Pattern recognition. 2024, 151 ISSN 0031-3203. DOI 10.1016/j.patcog.2024.110381.

LOPEZ, O. et al. Postfault Operation Strategy for Cascaded H-Bridge Inverters Driving a Multiphase Motor. IEEE Transactions on Industrial Electronics. 2024, 71(5), 4309-4319. ISSN 0278-0046. DOI 10.1109/TIE.2023.3281688.

JANISCH, J., T. PEVNÝ a V. LISÝ. Classification with Costly Features in Hierarchical Deep Sets. Machine Learning. 2024, 113(7), 4487-4522. ISSN 0885-6125. DOI 10.1007/s10994-024-06565-4.

REKABI-BABA, F. et al. Unified Robust Path Planning and Optimal Trajectory Generation for Efficient 3D Area Coverage of Quadrotor UAVs. IEEE Transactions on Intelligent Transportation Systems. 2024, 25(3), 2492-2507. ISSN 1524-9050. DOI 10.1109/TITS.2023.3320049.

ROUČEK, T. et al. Predictive Data Acquisition for Lifelong Visual Teach, Repeat and Learn. IEEE Robotics and Automation Letters. 2024, 9(11), 10042-10049. ISSN 2377-3766. DOI 10.1109/LRA.2024.3421193. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10578334

HANSSON ASPMAN, B., E. FURRER a J. MANSCHOT. Topological Twists of Massive SQCD, Part II. Letters in Mathematical Physics. 2024, 114(4), ISSN 0377-9017. DOI 10.1007/s11005-024-01829-5.

MERKLE, F. et al. On the Economics of Adversarial Machine Learning. IEEE Transactions on Information Forensics and Security. 2024, 19(2024), 4670-4685. ISSN 1556-6013. DOI 10.1109/TIFS.2024.3379829.

ABBAS, A. et al. Challenges and opportunities in quantum optimization. Nature Reviews Physics. 2024, 6(12), 718-735. ISSN 2522-5820. DOI 10.1038/s42254-024-00770-9.

MANDLÍK, Š. et al. Malicious Internet Entity Detection Using Local Graph Inference. IEEE Transactions on Information Forensics and Security. 2024, 19 3554-3566. ISSN 1556-6013. DOI 10.1109/TIFS.2024.3360867.

ULRICH, J. et al. Autonomous Tracking of Honey Bee Behaviors over Long-term Periods with Cooperating Robots. Science Robotics. 2024, 9(95), ISSN 2470-9476. DOI 10.1126/scirobotics.adn6848.

HANSSON ASPMAN, B. a J. MANSCHOT. Decay Channels for Double Extremal Black Holes in Four Dimensions. SciPost Physics. 2024, 16(1), 1-34. ISSN 2542-4653. DOI 10.21468/SciPostPhys.16.1.021.

Články v ostatních periodikách

DRCHAL, J. et al. Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language. Neural Computing and Applications. 2024, 36(30), 19023-19054. ISSN 0941-0643. DOI 10.1007/s00521-024-10113-5.

RUELLAN, E., M. PAQUET-CLOUSTON a S. GARCÍA. Conti Inc.: Understanding the Internal Discussions of a Large Ransomware-as-a-service Operator with Machine Learning. Crime Science. 2024, 13(1), ISSN 2193-7680. DOI 10.1186/s40163-024-00212-y. Dostupné z: https://link.springer.com/article/10.1186/s40163-024-00212-y

REKABI BANA, F., T. KRAJNÍK a F. ARVIN. Evolutionary Optimization for Risk-aware Heterogeneous Multi-agent Path Planning in Uncertain Environments. Frontiers in Robotics and AI. 2024, 11 1-12. ISSN 2296-9144. DOI 10.3389/frobt.2024.1375393. Dostupné z: https://www.frontiersin.org/journals/robotics-and-ai/articles/10.3389/frobt.2024.1375393/full?utm_source=F-NTF&utm_medium=EMLX&utm_campaign=PRD_FEOPS_20170000_ARTICLE

Stati ve sbornících konferencí

HORČÍK, R. a G. ŠÍR. Expressiveness of Graph Neural Networks in Planning Domains. In: Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling. The 34th International Conference on Automated Planning and Scheduling (ICAPS 2024), Banff, 2024-06-01/2024-06-06. Menlo Park, California: AAAI Press, 2024. s. 281-289. sv. 34. ISSN 2334-0835. ISBN 978-1-57735-889-3. DOI 10.1609/icaps.v34i1.31486.

MILEC, D., O. KUBÍČEK a V. LISÝ. Continual Depth-limited Responses for Computing Counter-strategies in Sequential Games. In: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 23rd International Conference on Autonomous Agents and Multiagent Systems, Auckland, 2024-05-06/2024-05-10. County of Richland: IFAAMAS, 2024. s. 2393-2395. sv. 2024-May. ISSN 1558-2914. Dostupné z: https://www.ifaamas.org/Proceedings/aamas2024/pdfs/p2393.pdf

PAPEŽ, M. et al. Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs. In: Proceeding The Twelfth International Conference on Learning Representations (ICLR 2024). The Twelfth International Conference on Learning Representations, Vídeň, 2024-05-07/2024-05-11. Waset.org: World Academy of Science, Engineering and Technology, 2024. ISBN 9781713898658.

SLADIĆ, M. et al. LLM in the Shell: Generative Honeypots. In: Proceedings - 9th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2024. 2024 IEEE European Symposium on Security and Privacy Workshops, Vídeň, 2024-07-08/2024-07-12. Cannes: IEEE Computer Society, 2024. s. 430-435. ISSN 2768-0657. ISBN 979-8-3503-6729-4. DOI 10.1109/EuroSPW61312.2024.00054. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10628775

HANSSON ASPMAN, B., G. KORPAS a J. MAREČEK. Taming Binarized Neural Networks and Mixed-Integer Programs. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence. 38th AAAI Conference on Artificial Intelligence (AAAI-24), Vancouver, 2024-02-20/2024-02-27. Menlo Park: AAAI Press, 2024. s. 10935-10943. AAAI Conference on Artificial Intelligence. sv. 38. ISSN 2159-5399. DOI 10.1609/aaai.v38i10.28968.

HÜTHER, L. et al. Machine Learning for SAST: A Lightweight and Adaptable Approach. In: Lecture Notes in Computer Science. 28th European Symposium on Research in Computer Security, The Hague, 2023-09-25/2023-09-29. Berlin: Springer-Verlag, 2024. s. 85-104. ISSN 0302-9743. ISBN 978-3-031-51481-4. DOI 10.1007/978-3-031-51482-1_5.

JANOTA, J. et al. Towards Robotic Mapping of a Honeybee Comb. In: 2024 International Conference on Manipulation, Automation and Robotics at Small Scales. 7th International Conference on Manipulation, Automation, and Robotics at Small Scales, Delft, 2024-07-01/2024-07-05. Budapešť: Institute of Electrical and Electronics Engineers Inc., 2024. s. 79-+. ISBN 979-8-3503-7680-7. DOI 10.1109/MARSS61851.2024.10612712. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10612712

YANG, R. et al. Preventing Catastrophic Forgetting in Continuous Online Learning for Autonomous Driving. In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024). IEEE/RSJ International Conference on Intelligent Robots and Systems, Abu Dhabi, 2024-10-14/2024-10-18. Piscataway: IEEE, 2024. s. 5505-5512. ISSN 2153-0866. ISBN 979-8-3503-7770-5. DOI 10.1109/IROS58592.2024.10801619. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10801619

DECKEROVÁ, J. a J. FAIGL. Unsupervised Learning-Based Data Collection Planning with Dubins Vehicle and Constrained Data Retrieving Time. In: Advances in Self-Organizing Maps, Learning Vector Quantization, Interpretable Machine Learning, and Beyond. 15th Workshop on Self-Organizing Maps, Learning Vector Quantization & Beyond, Mittweida, 2024-07-10/2024-07-12. Basel: Springer Nature Switzerland AG, 2024. s. 11-21. sv. 1087. ISSN 2367-3370. ISBN 978-3-031-67158-6. DOI 10.1007/978-3-031-67159-3_2.

ULLRICH, H., T. MLYNÁŘ a J. DRCHAL. AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task. In: Seventh Workshop on Fact Extraction and VERification (FEVER 2024). 7th Fact Extraction and VERification Workshop, Miami, 2024-11-16. Stroudsburg: Association for Computational Linguistics (ACL), 2024. s. 137-150. ISBN 979-8-3313-0845-2. DOI 10.18653/v1/2024.fever-1.16.

PAPEŽ, M. et al. GraphSPNs: Sum-Product Networks Benefit From Canonical Orderings. In: Proceedings of the 7th Workshop on Tractable Probabilistic Modeling. 7th Workshop on Tractable Probabilistic Modeling, UAI 2024, Barcelona, 2024-07-19. Massachusetts: OpenReview.net / University of Massachusetts, 2024. Dostupné z: https://openreview.net/forum?id=NKdl7FHlFK

BANA, F.R. et al. Iterative Risk Aware PRM Path Planning Algorithm for Autonomous Unknown Environments Exploration. In: Proceedings of 10th International Conference on Automation, Robotics and Applications. 10th International Conference on Automation, Robotics and Applications, Atény, 2024-02-22/2024-02-24. Vienna: IEEE Industrial Electronic Society, 2024. s. 133-138. ISBN 979-8-3503-9425-2. DOI 10.1109/ICARA60736.2024.10553177. Dostupné z: https://ieeexplore.ieee.org/document/10553177

KUBÍČEK, O., N. BURCH a V. LISÝ. Look-ahead Search on Top of Policy Networks in Imperfect Information Games. In: Proceedings of the 33rd International Joint Conference on Artificial Intelligence. 33rd International Joint Conference on Artificial Intelligence (IJCAI-24), Jeju, 2024-08-03/2024-08-09. International Joint Conferences on Artificial Intelligence Organization, 2024. s. 4344-4352. ISBN 978-1-956792-04-1. DOI 10.24963/ijcai.2024/480. Dostupné z: https://www.ijcai.org/proceedings/2024/480

BLAHA, J. et al. Toward Perpetual Occlusion-Aware Observation of Comb States in Living Honeybee Colonies. In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024). IEEE/RSJ International Conference on Intelligent Robots and Systems, Abu Dhabi, 2024-10-14/2024-10-18. Piscataway: IEEE, 2024. s. 5948-5955. ISSN 2153-0866. ISBN 979-8-3503-7770-5. DOI 10.1109/IROS58592.2024.10801380. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10801380

HERYNEK, J. a S. EDELKAMP. Multi-Robot Multi-Goal Mission Planning in Terrains of Varying Energy Consumption. In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024). IEEE/RSJ International Conference on Intelligent Robots and Systems, Abu Dhabi, 2024-10-14/2024-10-18. Piscataway: IEEE, 2024. s. 12064-12069. ISSN 2153-0866. ISBN 979-8-3503-7770-5. DOI 10.1109/IROS58592.2024.10802578. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10802578

SYCHROVSKÝ, D. et al. Learning not to regret. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence. 38th AAAI Conference on Artificial Intelligence (AAAI-24), Vancouver, 2024-02-20/2024-02-27. Menlo Park: AAAI Press, 2024. s. 15202-15210. AAAI Conference on Artificial Intelligence. sv. 38. ISSN 2374-3468. ISBN 978-1-57735-887-9. DOI 10.1609/aaai.v38i14.29443. Dostupné z: https://ojs.aaai.org/index.php/AAAI/article/download/29443/30721

BANDHANA, A., T. KROUPA a S. GARCÍA. Trust in Shapley: A Cooperative Quest for Global Trust in P2P Network. In: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 23rd International Conference on Autonomous Agents and Multiagent Systems, Auckland, 2024-05-06/2024-05-10. County of Richland: IFAAMAS, 2024. s. 132-140. sv. 2024-May. ISSN 1558-2914. Dostupné z: https://www.ifaamas.org/Proceedings/aamas2024/pdfs/p132.pdf

ČERMÁK, V. et al. WildlifeDatasets: An Open-source Toolkit for Animal Re-identification. In: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). Waikoloa, HI, USA, 2024-01-04/2024-01-08. Piscataway: IEEE, 2024. s. 5941-5951. ISSN 2642-9381. ISBN 979-8-3503-1892-0. DOI 10.1109/WACV57701.2024.00585. Dostupné z: https://openaccess.thecvf.com/content/WACV2024/papers/Cermak_WildlifeDatasets_An_Open-Source_Toolkit_for_Animal_Re-Identification_WACV_2024_paper.pdf

BAYER, J. a J. FAIGL. Reward-field Guided Motion Planner for Navigation with Limited Sensing Range. In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024). IEEE/RSJ International Conference on Intelligent Robots and Systems, Abu Dhabi, 2024-10-14/2024-10-18. Piscataway: IEEE, 2024. s. 3167-3174. ISSN 2153-0866. ISBN 979-8-3503-7770-5. DOI 10.1109/IROS58592.2024.10801843. Dostupné z: https://ieeexplore.ieee.org/document/10801843

GIANNOPOULOS, G. et al. Fairness in AI: challenges in bridging the gap between algorithms and law. In: 2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW). International Conference on Data Engineering 2024, Utrecht, 2024-05-13/2024-05-17. New York: Institute of Electrical and Electronics Engineers, 2024. s. 217-225. ISSN 1943-2895. ISBN 979-8-3503-8404-8. DOI 10.1109/ICDEW61823.2024.00034.

KUBÍČEK, O. Enhancing Policy Gradient Algorithms with Search in Imperfect Information Games. In: Proceedings of the 33rd International Joint Conference on Artificial Intelligence. 33rd International Joint Conference on Artificial Intelligence (IJCAI-24), Jeju, 2024-08-03/2024-08-09. International Joint Conferences on Artificial Intelligence Organization, 2024. s. 8498-8499. ISBN 978-1-956792-04-1. DOI 10.24963/ijcai.2024/964. Dostupné z: https://www.ijcai.org/proceedings/2024/964

URBANOVSKÁ, M. a A. KOMENDA. Explainability Insights to Cellular Simultaneous Recurrent Neural Networks for Classical Planning. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence (Volume 3). ICAART 2024 16th International Conference on Agents and Artificial Intelligence, Rome, 2024-02-24/2024-02-26. Setúbal: Science and Technology Publications, Lda, 2024. s. 592-599. sv. 3. ISSN 2184-433X. ISBN 978-989-758-680-4. DOI 10.5220/0012375800003636. Dostupné z: https://www.scitepress.org/Link.aspx?doi=10.5220/0012375800003636

HULCHUK, V., J. BAYER a J. FAIGL. LiDAR-Visual-Inertial Tightly-coupled Odometry with Adaptive Learnable Fusion Weights. In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024). IEEE/RSJ International Conference on Intelligent Robots and Systems, Abu Dhabi, 2024-10-14/2024-10-18. Piscataway: IEEE, 2024. s. 5641-5647. ISSN 2153-0866. ISBN 979-8-3503-7770-5. DOI 10.1109/IROS58592.2024.10802180. Dostupné z: https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10802180

PRÁGR, M., J. BAYER a J. FAIGL. On Predicting Terrain Changes Induced by Mobile Robot Traversal. In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024). IEEE/RSJ International Conference on Intelligent Robots and Systems, Abu Dhabi, 2024-10-14/2024-10-18. Piscataway: IEEE, 2024. s. 11694-11699. ISSN 2153-0866. ISBN 979-8-3503-7770-5. DOI 10.1109/IROS58592.2024.10802070. Dostupné z: https://ieeexplore.ieee.org/document/10802070

RIGAKI, M. a S. GARCÍA. The Power of MEME: Adversarial Malware Creation with Model-Based Reinforcement Learning. In: 28th European Symposium on Research in Computer Security, The Hague, The Netherlands, September 25–29, 2023, Proceedings, Part I. 28th European Symposium on Research in Computer Security, The Hague, 2023-09-25/2023-09-29. Basel: Springer Nature Switzerland AG, 2024. s. 44-64. ISSN 0302-9743. ISBN 978-3-031-50593-5. DOI 10.1007/978-3-031-51482-1_3.

ZOULA, M. a J. FAIGL. Wireless Communication Infrastructure Building for Mobile Robot Search and Inspection Missions. In: 2024 IEEE International Conference on Robotics and Automation. 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, 2024-05-13/2024-05-17. IEEE Xplore, 2024. s. 5970-5976. ISBN 979-8-3503-8457-4. DOI 10.1109/ICRA57147.2024.10611561. Dostupné z: https://ieeexplore.ieee.org/document/10611561

RIGAKI, M. et al. Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence (Volume 3). ICAART 2024 16th International Conference on Agents and Artificial Intelligence, Rome, 2024-02-24/2024-02-26. Setúbal: Science and Technology Publications, Lda, 2024. s. 774-781. sv. 3. ISSN 2184-433X. ISBN 978-989-758-680-4. DOI 10.5220/0012391800003636. Dostupné z: https://www.scitepress.org/PublicationsDetail.aspx?ID=eeFwpk+wHcU=&t=1

ADAM, L. et al. SeaTurtleID2022: A Long-span Dataset for Reliable Sea Turtle Re-identification. In: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). Waikoloa, HI, USA, 2024-01-04/2024-01-08. Piscataway: IEEE, 2024. s. 7131-7141. ISSN 2642-9381. ISBN 979-8-3503-1892-0. DOI 10.1109/WACV57701.2024.00699. Dostupné z: https://openaccess.thecvf.com/content/WACV2024/html/Adam_SeaTurtleID2022_A_Long-Span_Dataset_for_Reliable_Sea_Turtle_Re-Identification_WACV_2024_paper.html

ZHOU, Q. et al. Closed-Loop View of the Regulation of AI: Equal Impact across Repeated Interactions. In: 2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW). International Conference on Data Engineering 2024, Utrecht, 2024-05-13/2024-05-17. New York: Institute of Electrical and Electronics Engineers, 2024. s. 176-181. ISSN 1943-2895. ISBN 979-8-3503-8404-8. DOI 10.1109/ICDEW61823.2024.00029.

JANISCH, J., T. PEVNÝ a V. LISÝ. NASimEmu: Network Attack Simulator & Emulator for Training Agents Generalizing to Novel Scenarios. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). International Workshops which were held in conjunction with 28th European Symposium on Research in Computer Security, Hague, 2023-09-25/2023-09-29. Springer Science and Business Media Deutschland GmbH, 2024. s. 589-608. sv. 14399. ISSN 0302-9743. ISBN 978-3-031-54128-5. DOI 10.1007/978-3-031-54129-2_35.

LUKÁŠ, O. a S. GARCÍA. Bridging the Explanation Gap in AI Security: A Task-Driven Approach to XAI Methods Evaluation. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence (Volume 3). ICAART 2024 16th International Conference on Agents and Artificial Intelligence, Rome, 2024-02-24/2024-02-26. Setúbal: Science and Technology Publications, Lda, 2024. s. 1370-1377. sv. 3. ISSN 2184-433X. ISBN 978-989-758-680-4. DOI 10.5220/0012475200003636. Dostupné z: https://www.scitepress.org/PublicationsDetail.aspx?ID=IVoNftRT+PU=&t=1

REKABI-BANA, F. et al. Active Vibration Reduction for the Autonomous Observation Mechanism. In: Proceedings of the 2024 IEEE Conference on Control Technology and Applications. The 8th IEEE Conference on Control Technology and Applications, Newcastle upon Tyne, 2024-08-21/2024-08-23. IEEE Xplore, 2024. s. 805-810. ISSN 2768-0770. ISBN 979-8-3503-7094-2. DOI 10.1109/CCTA60707.2024.10666576. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10666576

VALEROS, V. et al. Towards Better Understanding of Cybercrime: The Role of Fine-Tuned LLMs in Translation. In: Proceedings - 9th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2024. 2024 IEEE European Symposium on Security and Privacy Workshops, Vídeň, 2024-07-08/2024-07-12. Cannes: IEEE Computer Society, 2024. s. 91-99. ISSN 2768-0657. ISBN 979-8-3503-6729-4. DOI 10.1109/EuroSPW61312.2024.00017. Dostupné z: https://www.computer.org/csdl/proceedings-article/eurospw/2024/672900a091/1ZyWJKt05Yk

CUCHÝ, M., J. VOKŘÍNEK a M. JAKOB. Multi-Objective Electric Vehicle Route and Charging Planning with Contraction Hierarchies. In: Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling. The 34th International Conference on Automated Planning and Scheduling (ICAPS 2024), Banff, 2024-06-01/2024-06-06. Menlo Park, California: AAAI Press, 2024. s. 114-122. sv. 34. ISSN 2334-0835. ISBN 978-1-57735-889-3. DOI 10.1609/icaps.v34i1.31467.

KLIACHKIN, A. et al. Fairness in Ranking: Robustness through Randomization without the Protected Attribute. In: 2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW). International Conference on Data Engineering 2024, Utrecht, 2024-05-13/2024-05-17. New York: Institute of Electrical and Electronics Engineers, 2024. s. 201-208. ISSN 1943-2895. ISBN 979-8-3503-8404-8. DOI 10.1109/ICDEW61823.2024.00032.

BLAHA, J. et al. Effective Searching for the Honeybee Queen in a Living Colony. In: 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE). Bari, 2024-08-28/2024-09-01. IEEE Xplore, 2024. s. 3675-3682. ISSN 2161-8089. ISBN 979-8-3503-5851-3. DOI 10.1109/CASE59546.2024.10711366. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10711366

13136 / 13142 - kabinet výuky informatiky

Publikační činnost 2024

Stati ve sbornících konferencí

NOVÁK, L., M. MACÍK a B. MANNOVÁ. Coping with Depression. In: NOCERA, J.A. et al., eds. Human-Computer Interaction – INTERACT 2023. 19th IFIP TC 13 International Conference on Human-Computer Interaction, INTERACT 2023, York, 2023-08-28/2023-09-01. Wien: Springer, 2024. s. 146-152. sv. 14535. ISSN 0302-9743. ISBN 978-3-031-61687-7. DOI 10.1007/978-3-031-61688-4_14.

13136 / 13143 - Intelligent Data Analysis

Publikační činnost 2024

Články v časopisech WoS

BELLON, A. et al. Time-Varying Semidefinite Programming: Path Following a Burer–Monteiro Factorization. SIAM Journal on Optimization. 2024, 34(1), 1-26. ISSN 1052-6234. DOI 10.1137/22M1529762.

SIMA, M. et al. Gene Expression Profiles and Protein-protein Interaction Networks in THP-1 Cells Exposed to Metal-based Nanomaterials. Environmental Toxicology and Pharmacology. 2024, 108 ISSN 1382-6689. DOI 10.1016/j.etap.2024.104469.

KUNGURTSEV, V. et al. Iteration Complexity of Variational Quantum Algorithms. Quantum. 2024, 8 1-42. ISSN 2521-327X. DOI 10.22331/q-2024-10-10-1495. Dostupné z: https://quantum-journal.org/papers/q-2024-10-10-1495/#

SIMOVÁ, Z. et al. Transcriptome Changes in Humans Acutely Exposed to Nanoparticles During Grinding of Dental Nanocomposites. Nanomedicine. 2024, 19(17), 1511-1523. ISSN 1743-5889. DOI 10.1080/17435889.2024.2362611.

SHAFIEI, A., V. KUNGURTSEV a J. MAREČEK. Trilevel and multilevel optimization using monotone operator theory. Mathematical Methods of Operations Research. 2024, 99(1-2), 77-114. ISSN 1432-2994. DOI 10.1007/s00186-024-00852-5.

WANG, Y. et al. Lifted Algorithms for Symmetric Weighted First-order Model Sampling. Artificial Intelligence. 2024, 331 ISSN 0004-3702. DOI 10.1016/j.artint.2024.104114.

JUNG, P., G. MARRA a O. KUŽELKA. Quantified Neural Markov Logic Networks. International Journal of Approximate Reasoning. 2024, 171 ISSN 0888-613X. DOI 10.1016/j.ijar.2024.109172.

DIOUANE, Y. et al. Inexact Direct-search Methods for Bilevel Optimization Problems. Computational Optimization and Applications. 2024, 88(2), 469-490. ISSN 0926-6003. DOI 10.1007/s10589-024-00567-7.

KUNGURTSEV, V., F. RINALDI a D. ZEFFIRO. Retraction-Based Direct Search Methods for Derivative Free Riemannian Optimization. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS. 2024, 203(2), 1710-1735. ISSN 0022-3239. DOI 10.1007/s10957-023-02268-3.

SINGH, N.K., I. NECOARA a V. KUNGURTSEV. Mini-batch Stochastic Subgradient for Functional Constrained Optimization. Optimization. 2024, 73(7), 2159-2185. ISSN 0233-1934. DOI 10.1080/02331934.2023.2189015.

Články v ostatních periodikách

ŠÍR, G. A Computational Perspective on Neural-Symbolic Integration. Neurosymbolic Artificial Intelligence. 2024, 1(1), 1-12. ISSN 2949-8732. DOI 10.3233/NAI-240672. Dostupné z: https://content.iospress.com/articles/neurosymbolic-artificial-intelligence/nai240672

KUNC, V. a J. KLÉMA. Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks. ArXiv.org. 2024, ISSN 2331-8422. DOI 10.48550/arXiv.2402.09092. Dostupné z: https://arxiv.org/abs/2402.09092

Stati ve sbornících konferencí

HORČÍK, R. a G. ŠÍR. Expressiveness of Graph Neural Networks in Planning Domains. In: Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling. The 34th International Conference on Automated Planning and Scheduling (ICAPS 2024), Banff, 2024-06-01/2024-06-06. Menlo Park, California: AAAI Press, 2024. s. 281-289. sv. 34. ISSN 2334-0835. ISBN 978-1-57735-889-3. DOI 10.1609/icaps.v34i1.31486.

RYŠAVÝ, P., J. KLÉMA a M.D. MERKEROVÁ. GPACDA – circRNA-Disease Association Prediction with Generating Polynomials. In: ROJAS, I.R. et al., eds. Bioinformatics and Biomedical Engineering. IWBBIO, Gran Canaria, 2024-07-15/2024-07-17. Springer, Cham, 2024. s. 33-48. Lecture Notes in Computer Science. sv. 14848 LNBI. ISSN 0302-9743. ISBN 978-3-031-64629-4. DOI 10.1007/978-3-031-64629-4_3.

CHATTERJEE, B., V. KUNGURTSEV a D. ALISTRAH. Federated SGD with Local Asynchrony. In: 2024 IEEE 44th International Conference on Distributed Computing Systems. 44th International Conference on Distributed Computing Systems, New Jersy, 2024-07-23/2024-07-26. IEEE Xplore, 2024. s. 857-868. ISSN 2575-8411. ISBN 979-8-3503-8605-9. DOI 10.1109/ICDCS60910.2024.00084. Dostupné z: https://ieeexplore.ieee.org/abstract/document/10631076

CASCIOLI, L. et al. Faster Repeated Evasion Attacks in Tree Ensembles. In: Proceedings of the NeurIPS. NeurIPS 2024 The Thirty-Eighth Annual Conference on Neural Information Processing Systems, Vancouver, 2024-12-10/2024-12-15. Neural Information Processing Systems (NIPS) Foundation, 2024. ISSN 1049-5258. ISBN 979-8-3313-1438-5.

KUŽELKA, O. Model Counting and Sampling in First-Order Logic. In: Proceedings of the 37th International Workshop on Description Logics. Bergen, 2024-06-18/2024-06-21. CEUR-WS.org, 2024. s. 7020-7025. sv. 3739. ISSN 1613-0073.

TÓTH, J. a O. KUŽELKA. Complexity of Weighted First-Order Model Counting in the Two-Variable Fragment with Counting Quantifiers: A Bound to Beat. In: Proceedings of the 21st International Conference on Principles of Knowledge Representation and Reasoning. 21st International Conference on Principles of Knowledge Representation and Reasoning, Hanoi, 2024-11-02/2024-11-08. International Joint Conferences on Artificial Intelligence Organization, 2024. s. 676-686. ISSN 2334-1033. ISBN 978-1-956792-05-8. DOI 10.24963/kr.2024/64. Dostupné z: https://proceedings.kr.org/2024/64/

MENG, Q. et al. A More Practical Algorithm for Weighted First-Order Model Counting with Linear Order Axiom. In: Frontiers in Artificial Intelligence and Applications. 27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, Santiago de Compostela, 2024-10-19/2024-10-24. Oxford: IOS Press, 2024. s. 3145-3154. sv. 392. ISSN 0922-6389. DOI 10.3233/FAIA240858.

13136 / 13144 - laboratoř inteligentního testování systémů

Publikační činnost 2024

Články v časopisech WoS

BAYRAM, F., B. AL-BEYWANEE a E. HALLIN. Adaptive Data Quality Scoring Operations Framework Using Drift-aware Mechanism for Industrial Applications. The Journal of Systems and Software. 2024, 217 ISSN 0164-1212. DOI 10.1016/j.jss.2024.112184.

ALIPIO, M. a M. BUREŠ. Current testing and performance evaluation methodologies of LoRa and LoRaWAN in IoT applications: Classification, issues, and future directives. Internet of Things. 2024, 25 1-27. ISSN 2543-1536. DOI 10.1016/j.iot.2023.101053.

ALIPIO, M., C. C. CHAGUILE a M. BUREŠ. A Review of LoRaWAN Performance Optimization Through Cross-layer-based Approach for Internet of Things. Internet of Things. 2024, 28 ISSN 2542-6605. DOI 10.1016/j.iot.2024.101378. Dostupné z: https://www.sciencedirect.com/science/article/pii/S2542660524003196

Stati ve sbornících konferencí

RAHAL, M., B. AL-BEYWANEE a J. SAMUELSSON. Machine Learning Data Suitability and Performance Testing Using Fault Injection Testing Framework. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8th International Conference on Engineering of Computer-Based Systems, Västerås, 2023-10-16/2023-10-18. Springer Science and Business Media Deutschland GmbH, 2024. s. 42-59. ISSN 0302-9743. ISBN 978-3-031-49251-8. DOI 10.1007/978-3-031-49252-5_5.

KLÍMA, M., M. BUREŠ a M. BLAHA. Ant Colony Optimization Based Algorithm for Test Path Generation Problem with Negative Constraints. In: IEEE International Conference on Software Quality, Reliability and Security. 2024 IEEE 24th International Conference on Software Quality, Reliability and Security, Cambridge, 2024-07-01/2024-07-05. Los Alamitos: IEEE Computer Society Press, 2024. s. 701-712. ISSN 2693-9177. ISBN 979-8-3503-6563-4. DOI 10.1109/QRS62785.2024.00075. Dostupné z: https://ieeexplore.ieee.org/document/10684642

Stránka vytvořena 26.03.2025 05:00:01
Za obsah odpovídá: RNDr. Patrik Mottl, Ph.D.