Publications: Machine Learning Group
Published
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
2023
- Wang Z.; Chen Z.; Su Q.; Chin K.; Pedrycz W.; Skibniewski M.; Enhancing the sustainability and robustness of critical material supply in electrical vehicle market: an AI-powered supplier selection approach; Annals of Operations Research; 2023
- Chang J.; Chen Z.; Wang X.; Martinez L.; Pedrycz W.; Skibniewski M.; Requirement-driven sustainable supplier selection: Creating an integrated perspective with stakeholders' interests and the wisdom of expert crowds; Computers and Industrial Engineering; 2023
- Liu Y.; Wang X.; Chen Z.; Zhang Y.; Zhao S.; Deveci M.; Jin L.; Skibniewski M.; Evaluating Digital Health Services Quality via Social Media; IEEE Transactions on Engineering Management; 2023
- Chang J.; Chen Z.; Wang Z.; Jin L.; Pedrycz W.; Martinez L.; Skibniewski M.; Assessing Spatial Synergy Between Integrated Urban Rail Transit System and Urban Form: A BULI-Based MCLSGA Model With the Wisdom of Crowds; IEEE Transactions on Fuzzy Systems; 2023
- Wang T.; Chen Z.; He P.; Govindan K.; Skibniewski M.; Alliance strategy in an online retailing supply chain: Motivation, choice, and equilibrium; Omega (United Kingdom); 2023
- Daboun O.; Abidin N.; Khoso A.; Chen Z.; Yusof A.; Skibniewski M.; Effect of relationship management on construction project success delivery; Journal of Civil Engineering and Management; 2023
- Cong X.; Wang S.; Wang L.; Qi Z.; Skibniewski M.; New smart city clusters’ construction level evaluation under economic circles: the case of Shandong, China; Technological and Economic Development of Economy; 2023
- Chen H.; Li X.; Feng Z.; Wang L.; Qin Y.; Skibniewski M.; Chen Z.; Liu Y.; Shield attitude prediction based on Bayesian-LGBM machine learning; Information Sciences; 2023
- Wu X.; Cao Y.; Liu W.; He Y.; Xu G.; Chen Z.; Liu Y.; Skibniewski M.; BIM-driven building greenness evaluation system: An integrated perspective drawn from model data and collective experts' judgments; Journal of Cleaner Production; 2023
- Chen Z.; Zhu Z.; Wang X.; Chiclana F.; Herrera-Viedma E.; Skibniewski M.; Multiobjective Optimization-Based Collective Opinion Generation With Fairness Concern; IEEE Transactions on Systems, Man, and Cybernetics: Systems; 2023
- Wang Z.; Chen Z.; Su Q.; Xiao L.; Govindan K.; Skibniewski M.; Blockchain adoption in sustainable supply chains for Industry 5.0: A multistakeholder perspective; Journal of Innovation and Knowledge; 2023