Publikacje: Zespół Uczenia Maszynowego
Opublikowane
2023
- Chen Z.; Lu J.; Wen J.; Wang X.; Deveci M.; Skibniewski M.; BIM-enabled decision optimization analysis for architectural glass material selection considering sustainability; Information Sciences; 2023
- Xiao L.; Chen Z.; Hou R.; Mardani A.; Skibniewski M.; Greenness-based subsidy and dual credit policy to promote new energy vehicles considering consumers' low-carbon awareness; Computers and Industrial Engineering; 2023
- Liu H.; Li Z.; Skibniewski M.; Wang L.; Cong X.; Górecki J.; Jin W.; Molding quality control with nonlinear forming method in 3D cement printing; Materials and Design; 2023
- Głomb P.; Cholewa M.; Foszner P.; Bularz J.; Ganzha M.; Maciaszek L.; Paprzycki M.; Slezak D.; Continual learning of a time series model using a mixture of HMMs with application to the IoT fuel sensor verification; Proceedings of the 18th Conference on Computer Science and Intelligence Systems, FedCSIS 2023, Warsaw, Poland, September 17-20, 2023; 2023
- Głomb P.; Romaszewski M.; Cholewa M.; Koral W.; Madej A.; Skrabski M.; Kołodziej K.; Machine Learning for Water Leak Detection and Localization in the WaterPrime Project; Wojciechowski A.(Ed.), Lipiński P.(Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.; 2023
- Gardas B.; Głomb P.; Sadowski P.; Puchała Z.; Jałowiecki K.; Pawela Ł.; Faucoz O.; Brunet P.; Gawron P.; Van Waveren M.; Savinaud M.; Pasero G.; Defonte V.; Hyper-Spectral Image Classification Using Adiabatic Quantum Computation; IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium; 2023
- Wójcik B.; Żarski M.; Książek K.; Miszczak J.; Skibniewski M.; A deep learning method for hard-hat-wearing detection based on head center localization; Bulletin of the Polish Academy of Sciences Technical Sciences; 2023
- Buza K.; Książek K.; Masarczyk W.; Głomb P.; Gorczyca P.; Piegza M.; A Simple and Effective Classifier for the Detection of Psychotic Disorders based on Heart Rate Variability Time Series; Information Technologies – Applications and Theory 2023; 2023
- Ciemięga A.; Maresz K.; Romaszewski M.; Głomb P.; Krupska-Wolas P.; Prusik K.; Hyperspectral Imaging as a Facile and Non-Destructive Method for Size Analysis of Gold Nanoparticles Deposited on Porous Materials; Particle & Particle Systems Characterization; 2023
- Książek K.; Masarczyk W.; Głomb P.; Romaszewski M.; Stokłosa I.; Ścisło P.; Dębski P.; Pudlo R.; Buza K.; Gorczyca P.; Piegza M.; The analysis of heart rate variability and accelerometer mobility data in the assessment of symptom severity in psychotic disorder patients using a wearable Polar H10 sensor; medXriv; 2023
- Liu Y.; Wang X.; Chen Z.; Zhang Y.; Zhao S.; Devici M.; Jin L.; Skibniewski M.; Evaluating Digital Health Services Quality via Social Media; IEEE Transactions on Engineering Management; 2023
- Głomb P.; Cholewa M.; Koral W.; Madej A.; Romaszewski M.; Detection of emergent leaks using machine learning approaches; Water Supply; 2023
- Strzoda A.; Grochla K.; Głomb P.; Madej A.; Link failure prediction in LoRa networks; International Wireless Communications and Mobile Computing Conference, IWCMC; 2023
2022
- Xiao L.; Chen Z.; Govindan K.; Skibniewski M.; Effects of Online Consumer Reviews on a Dual-Channel Closed-Loop Supply Chain With Trade-In; IEEE Transactions on Engineering Management; 2022
- Chen Z.; Yang L.; Rodríguez R.; Zhu Z.; Pedrycz W.; Skibniewski M.; BIM-aided large-scale group decision support: Optimization of the retrofit strategy for existing buildings; APPLIED SOFT COMPUTING; 2022
- Chen Z.; Zhang X.; Rodríguez R.; Pedrycz W.; Martinez L.; Skibniewski M.; Expertise-Structure and Risk-Appetite-Integrated Two-Tiered Collective Opinion Generation Framework for Large-Scale Group Decision Making; IEEE TRANSACTIONS ON FUZZY SYSTEMS; 2022
- Hu M.; Skibniewski M.; The impact of the design team characteristics on the sustainable building construction cost: structural equation model analysis; Architectural Engineering and Design Management; 2022
- Jethva S.; Skibniewski M.; Agile project management for design-build construction projects: a case study; International Journal of Applied Science and Engineering; 2022
- Sekuła P.; Szacowanie natężenia ruchu drogowego z wykorzystaniem sieci neuronowych; Transport Miejski i Regionalny; 2022
- Grabowski B.; Głomb P.; Książek K.; Buza K.; Improving Autoencoders Performance for Hyperspectral Unmixing Using Clustering; Asian Conference on Intelligent Information and Database Systems; 2022