13136 / 13143 - Intelligent Data Analysis

Publications 2026

Papers in WoS Journals

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

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

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

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

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

ATTOUCH, H., J. FADILI, and 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.

Papers in Other Journals

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

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

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

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

Conference Proceedings

PELEŠKA, J. and G. ŠÍR. Task-Agnostic Contrastive Pretraining for Relational Deep Learning. In: KOPRINSKA, I., J. MENDES-MOREIRA, and 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. p. 623-638. 1. vol. 3. ISSN 1865-0929. ISBN 978-3-032-19101-4. DOI 10.1007/978-3-032-19102-1_38.

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

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

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