13000 / 13133 - Publications - 2023
13000 / 13133 - Department of Cybernetics
Publications 2023
Papers in WoS Journals
HORACEK, J., et al. Several reasons why ketamine as a neuroplastic agent may have failed to prevent postoperative delirium: Implications for future protocols. Neuroscience Letters. 2023, 798 ISSN 1872-7972. DOI 10.1016/j.neulet.2023.137095. Available from: https://www.sciencedirect.com/science/article/abs/pii/S0304394023000496
CONSTANTINIDES, C., et al. Brain ageing in schizophrenia: evidence from 26 international cohorts via the ENIGMA Schizophrenia consortium. Molecular Psychiatry. 2023, 28(3), 1201-1209. ISSN 1476-5578. DOI 10.1038/s41380-022-01897-w. Available from: https://www.nature.com/articles/s41380-022-01897-w
REHÁK BUČKOVÁ, B., et al. Structural connectivity-based predictors of cognitive impairment in stroke patients attributable to aging. PLoS ONE. 2023, 18(4), ISSN 1932-6203. DOI 10.1371/journal.pone.0280892. Available from: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0280892
HEŘT, D., et al. MRS Drone: A Modular Platform for Real-World Deployment of Aerial Multi-Robot Systems. Journal of Intelligent and Robotic Systems. 2023, 108(4), 1-34. ISSN 0921-0296. DOI 10.1007/s10846-023-01879-2.
REHÁK BUČKOVÁ, B., et al. Multimodal-neuroimaging machine-learning analysis of motor disability in multiple sclerosis. Brain Imaging and Behavior. 2023, 17(1), 18-34. ISSN 1931-7565. DOI 10.1007/s11682-022-00737-3. Available from: https://link.springer.com/article/10.1007/s11682-022-00737-3
KANG, C., et al. Classifying and Scoring Major Depressive Disorders by Residual Neural Networks on Specific Frequencies and Brain Regions. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2023, 31 2964-2973. ISSN 1534-4320. DOI 10.1109/TNSRE.2023.3293051.
KANG, C., D. NOVÁK, and X. YAO. Fuzzy Windows with Gaussian Processed Labels for Ordinal Image Scoring Tasks. Applied Sciences. 2023,(6), 4019-4032. ISSN 2076-3417. DOI 10.3390/app13064019. Available from: https://www.mdpi.com/2076-3417/13/6/4019
NĚMÝ, M., et al. Cholinergic white matter pathways along the Alzheimer's disease continuum. Brain. 2023, 146(5), 2075-2088. ISSN 1460-2156. DOI 10.1093/brain/awac385. Available from: https://academic.oup.com/brain/article/146/5/2075/6775152
WOLLER, D., J. RADA, and M. KULICH. The ALNS metaheuristic for the transmission maintenance scheduling. Journal of Heuristics. 2023, 29(2), 349-382. ISSN 1381-1231. DOI 10.1007/s10732-023-09514-x.
Papers in Other Journals
AGISHEV, R., T. PETŘÍČEK, and K. ZIMMERMANN. Self-Supervised Depth Correction of Lidar Measurements From Map Consistency Loss. IEEE Robotics and Automation Letters. 2023, 2023 (8)(8), ISSN 2377-3766. DOI 10.1109/LRA.2023.3287791. Available from: https://ieeexplore.ieee.org/document/10158328/
CHALUPSKÝ, J., et al. Deep learning for laser beam imprinting. Optics Express. 2023, 31(12), 19703-19721. ISSN 1094-4087. DOI 10.1364/OE.481776.
NEKOVÁŘ, F., J. FAIGL, and M. SASKA. Multi-vehicle Dynamic Water Surface Monitoring. IEEE Robotics and Automation Letters. 2023, 8(10), 6323-6330. ISSN 2377-3766. DOI 10.1109/LRA.2023.3304533. Available from: https://ieeexplore.ieee.org/abstract/document/10214661
PŘÍHODOVÁ, T., et al. 2022 IEEE Robotics and Automation Society Summer School on Multi-Robot Systems in Prague [Education]. IEEE ROBOTICS & AUTOMATION MAGAZINE. 2023, 30(1), 104-106. ISSN 1070-9932. DOI 10.1109/MRA.2023.3238213.
Books, Book Chapters and Lecture Notes
KOBZA, O., ed. Extracting Information from Resumes in Verbalized Forms. Praha, 2023-05-11. Praha: CTU. Faculty of Electrical Engineering, 2023. ISBN 978-80-01-07140-3. Available from: https://poster.fel.cvut.cz/poster2023/proceedings/POSTER_2023.pdf
Conference Proceedings
WOLLER, D., J. HRAZDÍRA, and M. KULICH. Metaheuristic Solver for Problems with Permutative Representation. In: Intelligent Computing & Optimization. 5th International Conference on Intelligent Computing & Optimization, Hua Hin, 2022-10-27/2022-10-28. Cham: Springer, 2023. p. 42-54. Lecture Notes in Networks and Systems. vol. 569. ISSN 2367-3370. ISBN 978-3-031-19957-8. DOI 10.1007/978-3-031-19958-5_5.
KULICH, M., J. VIDAŠIČ, and J. MIKULA. On the Travelling Salesman Problem with Neighborhoods in a Polygonal World. In: Robotics in Natural Settings CLAWAR 2022. 25th Conference Series on Climbing and Walking Robots and Support Technologies for Mobile Machines, Ponta Delgada, 2022-09-12/2022-09-14. Cham: Springer, 2023. p. 334-345. vol. 530. ISSN 2367-3370. ISBN 978-3-031-15225-2. DOI 10.1007/978-3-031-15226-9_32.
PÁNEK, V., Z. KÚKELOVÁ, and T. SATTLER. Visual Localization using Imperfect 3D Models from the Internet. In: Proceedings of 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, 2023-06-18/2023-06-22. USA: IEEE Computer Society, 2023. p. 13175-13186. ISSN 2575-7075. ISBN 979-8-3503-0129-8. DOI 10.1109/CVPR52729.2023.01266. Available from: https://ieeexplore.ieee.org/document/10204034
BURDE, V., et al. Automatic Workspace Calibration Using Homography for Pick and Place. In: International Conference on Automation Science and Engineering. Vienna: IEEE Industrial Electronic Society, 2023. 19.
KOZÁK, V., et al. Towards Visual Classification Under Class Ambiguity. In: 2023 IEEE International Conference on Robotics and Automation. Londýn, 2023-05-29/2023-06-02. Piscataway: IEEE, 2023. p. 7032-7038. ISBN 979-8-3503-2365-8. DOI 10.1109/ICRA48891.2023.10161568. Available from: https://doi.org/10.1109/ICRA48891.2023.10161568
SIMÉONI, O., et al. Unsupervised object localization: Observing the background to discover objects. In: Proceedings of 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, 2023-06-18/2023-06-22. USA: IEEE Computer Society, 2023. p. 3176-3186. ISSN 2575-7075. ISBN 979-8-3503-0129-8. DOI 10.1109/CVPR52729.2023.00310. Available from: https://openaccess.thecvf.com/content/CVPR2023/html/Simeoni_Unsupervised_Object_Localization_Observing_the_Background_To_Discover_Objects_CVPR_2023_paper.html
BÁRTEK, F. and M. SUDA. How Much Should This Symbol Weigh? A GNN-Advised Clause Selection. In: Proceedings of 24th International Conference on Logic for Programming, Artificial Intelligence and Reasoning. 24th International Conference on Logic for Programming, Artificial Intelligence and Reasoning, Manizales, 2023-06-04/2023-06-09. Manchester: EasyChair Publications, 2023. p. 96-111. EPiC Series in Computing. vol. 94. ISSN 2398-7340. DOI 10.29007/5f4r. Available from: https://easychair.org/publications/paper/2BSs
13133 / 13162 - Visual Recognition Group
Publications 2023
Papers in WoS Journals
DAI, D., et al. Binaural SoundNet: Predicting Semantics, Depth and Motion With Binaural Sounds. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2023, 45(1), 123-136. ISSN 0162-8828. DOI 10.1109/TPAMI.2022.3155643.
Patents
České vysoké učení technické v Praze. EFFICIENT UNCONSTRAINED STROKE DETECTOR. Inventors: M. BUŠTA, L. NEUMANN, and J. MATAS. European Patent Office. Patent EP3380990. 2023-06-07. Available from: https://data.epo.org/publication-server/document?iDocId=7130250&iFormat=0
Conference Proceedings
PAPLHÁM, J., V. FRANC, and D. LŽÍČAŘOVÁ. Detection of Microscopic Fungi and Yeast in Clinical Samples Using Fluorescence Microscopy and Deep Learning. In: Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. 18th International Joint Conference on Computer Vision Theory and Applications, Lisboa, 2023-02-19/2023-02-21. Setùbal: SciTePress, 2023. p. 777-784. vol. 4. ISSN 2184-4321. ISBN 978-989-758-634-7. DOI 10.5220/0011616100003417.
PÁNEK, V., Z. KÚKELOVÁ, and T. SATTLER. Visual Localization using Imperfect 3D Models from the Internet. In: Proceedings of 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, 2023-06-18/2023-06-22. USA: IEEE Computer Society, 2023. p. 13175-13186. ISSN 2575-7075. ISBN 979-8-3503-0129-8. DOI 10.1109/CVPR52729.2023.01266. Available from: https://ieeexplore.ieee.org/document/10204034
VOŠAHLÍK, D., et al. Vehicle Dynamics Trajectory Planning: Minimum Violation Planning Modifications Reducing Computational Time. In: 2023 SICE International Symposium on Control Systems. Kusatsu, 2023-03-09/2023-03-11. Piscataway: IEEE, 2023. p. 27-32. ISBN 978-4-907764-76-0. DOI 10.23919/SICEISCS57194.2023.10079204. Available from: https://ieeexplore.ieee.org/document/10079204
ŠUBRTOVÁ, A., et al. Diffusion Image Analogies. In: BRUNVAND, E., A. SHEFFER, and M. WIMMER, eds. ACM SIGGRAPH 2023 Conference Proceedings. SIGGRAPH 2023, Los Angeles, 2023-08-06/2023-08-10. New York: ACM SIGGRAPH, 2023. ISBN 979-8-4007-0159-7. DOI 10.1145/3588432.3591558.
13133 / 13163 - Biomedical imaging algorithms
Publications 2023
Papers in WoS Journals
ČERNÝ, M., et al. Fully automated imaging protocol independent system for pituitary adenoma segmentation: a convolutional neural network—based model on sparsely annotated MRI. Neurosurgical Review. 2023, 46(1), ISSN 0344-5607. DOI 10.1007/s10143-023-02014-3.
Papers in Other Journals
CHALUPSKÝ, J., et al. Deep learning for laser beam imprinting. Optics Express. 2023, 31(12), 19703-19721. ISSN 1094-4087. DOI 10.1364/OE.481776.
13133 / 13164 - Vision for Robotics and Autonomous Systems
Publications 2023
Papers in WoS Journals
GEBREHIWOT, A., et al. Teachers in Concordance for Pseudo-Labeling of 3D Sequential Data. IEEE Robotics and Automation Letters. 2023, 8(2), 536-543. ISSN 2377-3766. DOI 10.1109/LRA.2022.3226029. Available from: https://ieeexplore.ieee.org/document/9968086
SOMOGYI, E., et al. Tactile training facilitates infants' ability to reach to targets on the body. Child Development. 2023, 94(3), e154-e165. ISSN 1467-8624. DOI 10.1111/cdev.13891. Available from: https://srcd.onlinelibrary.wiley.com/doi/10.1111/cdev.13891
GAMA, F., et al. Goal-directed tactile exploration for body model learning through self-touch on a humanoid robot. IEEE Transactions on Cognitive and Developmental Systems. 2023, 15(2), 419-433. ISSN 2379-8920. DOI 10.1109/TCDS.2021.3104881.
Papers in Other Journals
AGISHEV, R., T. PETŘÍČEK, and K. ZIMMERMANN. Self-Supervised Depth Correction of Lidar Measurements From Map Consistency Loss. IEEE Robotics and Automation Letters. 2023, 2023 (8)(8), ISSN 2377-3766. DOI 10.1109/LRA.2023.3287791. Available from: https://ieeexplore.ieee.org/document/10158328/
PETRLÍK, M., et al. UAVs Beneath the Surface: Cooperative Autonomy for Subterranean Search and Rescue in DARPA SubT. Field Robotics. 2023, 3 1-68. ISSN 2771-3989. DOI 10.55417/fr.2023001. Available from: https://fieldrobotics.net/Field_Robotics/Volume_3_files/Vol3_01.pdf
Conference Proceedings
MORAVEC, J. and R. ŠÁRA. StOCaMo: Online Calibration Monitoring for Stereo Cameras. In: Pattern Recognition and Image Analysis. IbPRIA 2023. Pattern Recognition and Image Analysis, 11th Iberian Conference, Alicante, 2023-06-27/2023-06-30. Cham: Springer Nature Switzerland AG, 2023. p. 336-350. LNCS. vol. 14062. ISSN 0302-9743. ISBN 978-3-031-36615-4. DOI 10.1007/978-3-031-36616-1_27.
FRIEBE, K., et al. Gaze Cueing and the Role of Presence in Human-Robot Interaction. In: CAVALLO, F., L. FIORINI, and A. SORENTINO, eds. Social Robotics. International Conference on Social Robotics (ICSR), Florencie, 2022-12-13/2023-02-16. Springer, Cham, 2023. p. 402-414. Lecture Notes in Computer Science. vol. 13817. ISSN 0302-9743. ISBN 978-3-031-24666-1. DOI 10.1007/978-3-031-24667-8_36.
PATNI, S. and M. HOFFMANN. Examining Tactile Feature Extraction for Shape Reconstruction in Robotic Grippers. In: Embracing Contacts Workshop - ICRA 2023. 2023 IEEE International Conference on Robotics and Automation, Londýn, 2023-05-29/2023-06-02. Massachusetts: OpenReview.net / University of Massachusetts, 2023. Available from: https://openreview.net/forum?id=6zydzzwfe3
LEHMANN, H., et al. Hey, Robot! An Investigation of Getting Robot’s Attention Through Touch. In: CAVALLO, F., L. FIORINI, and A. SORENTINO, eds. Social Robotics. International Conference on Social Robotics (ICSR), Florencie, 2022-12-13/2023-02-16. Springer, Cham, 2023. p. 388-401. Lecture Notes in Computer Science. vol. 13817. ISSN 0302-9743. ISBN 978-3-031-24666-1. DOI 10.1007/978-3-031-24667-8_35.
PATNI, S. and M. HOFFMANN. Shape Reconstruction Task for Transfer of Haptic Information between Robotic Setups. In: Transferability in Robotics Workshop - ICRA 2023. 2023 IEEE International Conference on Robotics and Automation, Londýn, 2023-05-29/2023-06-02. Microsoft CMT, 2023. Available from: https://transferabilityinrobotics.github.io/icra2023/spotlight/TRW07_abstract.pdf
PATNI, S. and M. HOFFMANN. Touch Primitives for Gripper-Independent Haptic Object Modeling. In: Workshop on effective Representations, Abstractions, and Priors for Robot Learning - ICRA 2023. 2023 IEEE International Conference on Robotics and Automation, Londýn, 2023-05-29/2023-06-02. Microsoft CMT, 2023. Available from: https://drive.google.com/file/d/1tQasIvbVkO6nFLyBuNl8RVlDDw5_ltdr/view
13133 / 13166 - Analysis and Interpretation of Biomedical Data
Publications 2023
Papers in WoS Journals
YAO, X., et al. AdaD-FNN for Chest CT-Based COVID-19 Diagnosis. IEEE Transactions on Emerging Topics in Computational Intelligence. 2023, 7(1), 5-14. ISSN 2471-285X. DOI 10.1109/TETCI.2022.3174868.
KANG, C., et al. Classifying and Scoring Major Depressive Disorders by Residual Neural Networks on Specific Frequencies and Brain Regions. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2023, 31 2964-2973. ISSN 1534-4320. DOI 10.1109/TNSRE.2023.3293051.
KANG, C., D. NOVÁK, and X. YAO. Fuzzy Windows with Gaussian Processed Labels for Ordinal Image Scoring Tasks. Applied Sciences. 2023,(6), 4019-4032. ISSN 2076-3417. DOI 10.3390/app13064019. Available from: https://www.mdpi.com/2076-3417/13/6/4019
13133 / 13167 - Multi-robot Systems
Publications 2023
Papers in WoS Journals
BONILLA LICEA, D., et al. Energy-efficient fixed-wing UAV relay with considerations of airframe shadowing. IEEE Communications Letters. 2023, 27(6), 1550-1554. ISSN 1089-7798. DOI 10.1109/LCOMM.2023.3264780.
MOKSSIT, S., et al. Deep Learning Techniques for Visual SLAM : a Survey. IEEE Access. 2023, 2023 20026-20050. ISSN 2169-3536. DOI 10.1109/ACCESS.2023.3249661. Available from: https://ieeexplore.ieee.org/document/10054007
HEŘT, D., et al. MRS Drone: A Modular Platform for Real-World Deployment of Aerial Multi-Robot Systems. Journal of Intelligent and Robotic Systems. 2023, 108(4), 1-34. ISSN 0921-0296. DOI 10.1007/s10846-023-01879-2.
GUPTA, P.M., et al. Landing a UAV in Harsh Winds and Turbulent Open Waters. IEEE Robotics and Automation Letters. 2023, 8(2), 744-751. ISSN 2377-3766. DOI 10.1109/LRA.2022.3231831. Available from: https://ieeexplore.ieee.org/document/9998066
CHLEBOUN, J., et al. An Improved Spanning Tree-Based Algorithm for Coverage of Large Areas Using Multi-UAV Systems. Drones. 2023, 7(1), 9-26. ISSN 2504-446X. DOI 10.3390/drones7010009.
HORYNA, J., et al. Decentralized swarms of unmanned aerial vehicles for search and rescue operations without explicit communication. Autonomous Robots. 2023, 47(1), 77-93. ISSN 0929-5593. DOI 10.1007/s10514-022-10066-5.
PRITZL, V., et al. Adaptive estimation of UAV altitude in complex indoor environments using degraded and time-delayed measurements with time-varying uncertainties. Robotics and Autonomous Systems. 2023, 160 ISSN 0921-8890. DOI 10.1016/j.robot.2022.104315.
ELKHAPERY, B., et al. Metaheuristic planner for cooperative multi-agent wall construction with UAVs. Automation in Construction. 2023, 152 ISSN 0926-5805. DOI 10.1016/j.autcon.2023.104908.
CABALLERO, A. and G. SILANO. A Signal Temporal Logic Motion Planner for Bird Diverter Installation Tasks With Multi-Robot Aerial Systems. IEEE Access. 2023, 11 81361-81377. ISSN 2169-3536. DOI 10.1109/ACCESS.2023.3300240. Available from: https://ieeexplore.ieee.org/document/10197369
Papers in Other Journals
NEKOVÁŘ, F., J. FAIGL, and M. SASKA. Multi-vehicle Dynamic Water Surface Monitoring. IEEE Robotics and Automation Letters. 2023, 8(10), 6323-6330. ISSN 2377-3766. DOI 10.1109/LRA.2023.3304533. Available from: https://ieeexplore.ieee.org/abstract/document/10214661
PŘÍHODOVÁ, T., et al. 2022 IEEE Robotics and Automation Society Summer School on Multi-Robot Systems in Prague [Education]. IEEE ROBOTICS & AUTOMATION MAGAZINE. 2023, 30(1), 104-106. ISSN 1070-9932. DOI 10.1109/MRA.2023.3238213.
PETRLÍK, M., et al. UAVs Beneath the Surface: Cooperative Autonomy for Subterranean Search and Rescue in DARPA SubT. Field Robotics. 2023, 3 1-68. ISSN 2771-3989. DOI 10.55417/fr.2023001. Available from: https://fieldrobotics.net/Field_Robotics/Volume_3_files/Vol3_01.pdf
Conference Proceedings
BONILLA LICEA, D., et al. Communications-Aware Robotics: Challenges and Opportunities. In: 2023 International Conference on Unmanned Aircraft Systems (ICUAS). Warsaw, 2023-06-06/2023-06-09. Paříž: IEEE Industrial Electronics Society, 2023. p. 366-371. ISBN 9798350310375. DOI 10.1109/ICUAS57906.2023.10155882.
SILANO, G., et al. A Signal Temporal Logic Planner for Ergonomic Human-Robot Collaboration. In: 2023 International Conference on Unmanned Aircraft Systems (ICUAS). Warsaw, 2023-06-06/2023-06-09. Paříž: IEEE Industrial Electronics Society, 2023. p. 328-335. ISBN 9798350310375. DOI 10.1109/ICUAS57906.2023.10156559.
13133 / 13168 - Machine Learning
Publications 2023
Papers in WoS Journals
DLASK, T. and T. WERNER. Activity propagation in systems of linear inequalities and its relation to block-coordinate descent in linear programs. CONSTRAINTS. 2023, 28 244-276. ISSN 1383-7133. DOI 10.1007/s10601-023-09349-0.
BUREŠOVÁ, D. Generalized XOR operation and the categorical equivalence of the Abbott algebras and quantum logics. International Journal of Theoretical Physics. 2023, 62 ISSN 0020-7748. DOI 10.1007/s10773-023-05355-3.
DLASK, T., T. WERNER, and S. DE GIVRY. Super-Reparametrizations of Weighted CSPs: Properties and Optimization Perspective. CONSTRAINTS. 2023, 28 277-319. ISSN 1383-7133. DOI 10.1007/s10601-023-09343-6.
BUREŠOVÁ, D. and P. PTÁK. On the set-representable orthomodular posets that are point-distinguishing. International Journal of Theoretical Physics. 2023, 62 ISSN 0020-7748. DOI 10.1007/s10773-023-05436-3.
BUREŠOVÁ, D. and P. PTÁK. On locally finite orthomodular lattices. Mathematica Slovaca. 2023, 73(2), 545-549. ISSN 0139-9918. DOI 10.1515/ms-2023-0040.
Papers in Other Journals
FRANC, V., D. PRŮŠA, and V. VORÁČEK. Optimal Strategies for Reject Option Classifiers. Journal of Machine Learning Research. 2023, 24(11), 1-49. ISSN 1532-4435.
Conference Proceedings
HOUŠKOVÁ, K. and M. NAVARA. Relations between the shapes of triangular norms and their generators. In: DURANTE, F., et al., eds. Copulas. Theory and Applications. 40th Linz Seminar on Fuzzy Set Theory, Linz, 2023-06-06/2023-06-09. Linz: Johannes Kepler University, 2023. p. 42-46. ISBN 978-3-903480-02-5.
PAPLHÁM, J., V. FRANC, and D. LŽÍČAŘOVÁ. Detection of Microscopic Fungi and Yeast in Clinical Samples Using Fluorescence Microscopy and Deep Learning. In: Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. 18th International Joint Conference on Computer Vision Theory and Applications, Lisboa, 2023-02-19/2023-02-21. Setùbal: SciTePress, 2023. p. 777-784. vol. 4. ISSN 2184-4321. ISBN 978-989-758-634-7. DOI 10.5220/0011616100003417.
BURDA, M., M. NAVARA, and M. ŠTĚPNIČKA. Criticism of the center of gravity defuzzification. In: MASSANET, S., et al., eds. EUSFLAT 2023 and AGOP 2023. Book of Abstracts.. 13th Conference of the European Society for Fuzzy Logic, Palma, 2023-09-04/2023-09-08. Palma de Mallorca: Universitat de les Illes Balears, 2023. p. 20-21. ISBN 978-84-09-52808-0. Available from: https://www.eusflat2023.eu/88603/section/45235/eusflat-13th-conference-of-the-european-society-for-fuzzy-logic-and-technology-jointly-with-the-ago.html
FRANC, V., D. PRŮŠA, and A. YERMAKOV. Consistent and Tractable Algorithm for Markov Network Learning. In: Machine Learning and Knowledge Discovery in Databases, Part IV. ECML PKDD 2022: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Grenoble, 2022-09-19/2022-09-23. Cham: Springer, 2023. p. 435-451. Lecture Notes in Computer Science. vol. 13716. ISSN 0302-9743. ISBN 978-3-031-26411-5. DOI 10.1007/978-3-031-26412-2_27.