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

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.

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.

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.

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

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, ISSN 1433-3058. DOI 10.1007/s00521-024-10113-5. Dostupné z: https://link.springer.com/article/10.1007/s00521-024-10113-5

Stati ve sbornících konferencí

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. ISSN 1548-8403.

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. ISSN 2334-0843. ISBN 1-57735-889-9. DOI 10.1609/icaps.v34i1.31496. Dostupné z: https://ojs.aaai.org/index.php/ICAPS/article/view/31496

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

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. ISSN 1548-8403.

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

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. 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

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. ISSN 1050-4729. ISBN 979-8-3503-8457-4. DOI 10.1109/ICRA57147.2024.10611561. Dostupné z: https://ieeexplore.ieee.org/document/10611561

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. 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: The International Conference on Automated Planning and Scheduling. The 34 International Conference on Automated Planning and Scheduling, Alberta, 2024-06-04/2024-06-06. Palo Alto, California: Association for the Advancement of Artificial Intelligence (AAAI), 2024.

13136 / 13141 - centrum umělé inteligence

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.

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.

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

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.

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.

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.

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

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.

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, ISSN 1433-3058. DOI 10.1007/s00521-024-10113-5. Dostupné z: https://link.springer.com/article/10.1007/s00521-024-10113-5

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

PAPEŽ, M. et al. Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs. In: Proceedings of the 12th International Conference on Learning Representations. 12th International Conference on Learning Representations, Vienna, 2024-05-07/2024-05-11. Massachusetts: OpenReview.net / University of Massachusetts, 2024. Dostupné z: https://openreview.net/forum?id=mF3cTns4pe

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. ISSN 1548-8403.

HÜTHER, L. et al. Machine Learning for SAST: A Lightweight and Adaptable Approach. 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. 85-104. ISSN 0302-9743. ISBN 978-3-031-50593-5. DOI 10.1007/978-3-031-51482-1_5.

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

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. ISSN 1548-8403.

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

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. ISSN 1050-4729. 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. 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

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. 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

JANISCH, J., T. PEVNÝ a V. LISÝ. NASimEmu: Network Attack Simulator & Emulator for Training Agents Generalizing to Novel Scenarios. In: Computer Security. ESORICS 2023 International Workshops. 28th European Symposium on Research in Computer Security, The Hague, 2023-09-25/2023-09-29. Cham: Springer International Publishing, 2024. ISSN 0302-9743. ISBN 978-3-031-54203-9.

CUCHÝ, M., J. VOKŘÍNEK a M. JAKOB. Multi-Objective Electric Vehicle Route and Charging Planning with Contraction Hierarchies. In: The International Conference on Automated Planning and Scheduling. The 34 International Conference on Automated Planning and Scheduling, Alberta, 2024-06-04/2024-06-06. Palo Alto, California: Association for the Advancement of Artificial Intelligence (AAAI), 2024.

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 1611-3349. ISBN 978-3-031-61688-4. DOI 10.1007/978-3-031-61688-4_14. Dostupné z: https://link.springer.com/chapter/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.

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.

Články v ostatních periodikách

KUNC, V. a J. KLÉMA. Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks. Machine Learning. 2024, 1-107. ISSN 0885-6125. DOI 10.48550/arXiv.2402.09092.

13136 / 13144 - laboratoř inteligentního testování systémů

Publikační činnost 2024

Články v časopisech WoS

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.

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.