Publikacje: Zespół Uczenia Maszynowego
Opublikowane
2025
- Cholewa M.; Romaszewski M.; Głomb P.; Data structure better than labels? Unsupervised heuristics for SVM hyperparameter estimation; Bulletin of the Polish Academy of Sciences Technical Sciences; 2025
- Cholewa M.; Romaszewski M.; Głomb P.; Data structure better than labels? Unsupervised heuristics for SVM hyperparameter estimation; Bulletin of the Polish Academy of Sciences Technical Sciences; 2025
- Zahedian S.; Franz M.; Parekh D.; Sekuła P.; Pack M.; Lattimer C.; Assessment of the Impact of the Francis Scott Key Bridge Collapse on Regional Traffic; Transportation Research Record: Journal of the Transportation Research Board; 2025
- Kołodziej K.; Głomb P.; Zawadzka A.; Challenges associated with the integration of Large Multimodal Models for waste sorting; 6th Polish Conference on Artificial Intelligence (PP-RAI 2025); 2025
- Sekuła P.; He Q.; Sadabadi K.; Moscosso R.; Jacobs T.; Laan Z.; Franz M.; Cholewa M.; Vehicle-to-Infrastructure System Prototype for Intersection Safety; Applied Sciences; 2025
- Gupta M.; Romaszewski M.; Gawron P.; Potential of quantum machine learning for processing multispectral Earth observation data; Bulletin of the Polish Academy of Sciences Technical Sciences; 2025
- Sekuła P.; Shayesteh N.; He Q.; Zahedian S.; Moscosso R.; Cholewa M.; Move Over Law Compliance Analysis Utilizing a Deep Learning Computer Vision Approach; Applied Sciences; 2025
- Sekuła P.; Romaszewski M.; Głomb P.; Cholewa M.; Pawela Ł.; Quantum-aware Transformer model for state classification; International Conference on Computational Science 2025; 2025
- Romaszewski M.; Sekuła P.; Głomb P.; Cholewa M.; Kołodziej K.; Through the Thicket: A Study of Number-Oriented LLMS Derived from Random Forest Models; Journal of Artificial Intelligence and Soft Computing Research; 2025
2024
- Romaszewski M.; Sekuła P.; Poster: Explainable classification of multimodal time series using LLMs; 5th Polish Conference on Artificial Intelligence (PP-RAI 2024); 2024
- Kołodziej K.; AI for the Rescue: Tackling Challenges in Polish Waste Management System; XII International Conference Environmental Protection and Energy (EPAE 2024); 2024
- Kołodziej K.; Cholewa M.; Romaszewski M.; Głomb P.; Koral W.; Sekuła P.; Calibration of Water Demand Network Through a Machine Learned Digital Twin Model; 5th Polish Conference on Artificial Intelligence (PP-RAI 2024); 2024
- Gawron P.; Sadowski P.; Głomb P.; Gardas B.; Van Waveren M.; Forray C.; Pasero G.; Savinaud M.; Brunet P.; Faucoz O.; Puchała Z.; Pawela Ł.; What Could be Achieved with a Million Qubits Quantum Annealer in Remote Sensing?; IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium; 2024
- Kołodziej K.; Cholewa M.; Głomb P.; Koral W.; Romaszewski M.; Efficient Numerical Calibration of Water Delivery Network Using Short-Burst Hydrant Trials; arXiv preprint arXiv:2410.02772; 2024
- Romaszewski M.; Sekuła P.; Głomb P.; Cholewa M.; Kołodziej K.; Through the Thicket: A Study of Number-Oriented LLMs derived from Random Forest Models; arXiv preprint arXiv:2406.04926; 2024
- Książek K.; Masarczyk W.; Głomb P.; Romaszewski M.; Stokłosa I.; Ścisło P.; Dębski P.; Pudlo R.; Buza K.; Gorczyca P.; Piegza M.; Assessment of symptom severity in psychotic disorder patients based on heart rate variability and accelerometer mobility data; Computers in Biology and Medicine; 2024
- Chen Z.; Chen K.; Xu Y.; Pedrycz W.; Skibniewski M.; Multiobjective optimization-based decision support for building digital twin maturity measurement; Advanced Engineering Informatics; 2024