Publications: Machine Learning Group

Published

2021

Romaszewski M.; Głomb P.; Sochan A.; Cholewa M.; A dataset for evaluating blood detection in hyperspectral images; Forensic Science International; 2021

2020

Zhou C.; Tang B.; Ding L.; Sekuła P.; Zhou Y.; Zhang Z.; Design and automated assembly of Planetary LEGO Brick for lunar in-situ construction; Automation in Construction; 2020
Zhou C.; Tang B.; Ding L.; Sekuła P.; Zhou Y.; Zhang Z.; Design and automated assembly of Planetary LEGO Brick for lunar in-situ construction; Automation in Construction; 2020
Zahedian S.; Sekuła P.; Nohekhan A.; Laan Z.; Estimating hourly traffic volumes using artificial neural network with additional inputs from automatic traffic recorders; Transportation Research Record; 2020
Domino M.; Romaszewski M.; Jasiński T.; Maśko M.; Comparison of surface thermal patterns of horses and donkeys in IRT images [Data set]; 2020
Romaszewski M.; Głomb P.; Sochan A.; Cholewa M.; A Dataset for Evaluating Blood Detection in Hyperspectral Images [Data set]; 2020
Zhang L.; Yuan J.; Xia N.; Ning Y.; Ma J.; Skibniewski M.; Measuring value-added-oriented BIM climate in construction projects: dimensions and indicators; Journal of Civil Engineering and Management; 2020
Domino M.; Romaszewski M.; Jasiński T.; Maśko M.; Comparison of the Surface Thermal Patterns of Horses and Donkeys in Infrared Thermography Images; Animals; 2020
Książek K.; Romaszewski M.; Głomb P.; Grabowski B.; Cholewa M.; Blood Stain Classification with Hyperspectral Imaging and Deep Neural Networks; Sensors; 2020
Yao X.; Wei H.; Shohet I.; Skibniewski M.; Assessment of Terrorism Risk to Critical Infrastructures: The Case of a Power-Supply Substation; Applied Sciences; 2020
Xiahou X.; Yuan J.; Xie H.; Skibniewski M.; Li Q.; Exploring driving factors of smart city development under the physical-human society-cyber (PHC) space model; International Journal of Construction Management; 2020
Liu H.; Skibniewski M.; Ju Q.; Li J.; Jiang H.; BIM-enabled construction innovation through collaboration: a mixed-methods systematic review; Engineering, Construction and Architectural Management; 2020
Chen Z.; Zhang X.; Pedrycz W.; Wang X.; Skibniewski M.; Bid evaluation in civil construction under uncertainty: A two-stage LSP-ELECTRE III-based approach; Engineering Applications of Artificial Intelligence; 2020
Pan Y.; Zhang L.; Skibniewski M.; Clustering of designers based on building information modeling event logs; Computer-Aided Civil and Infrastructure Engineering; 2020
Wang L.; Zhang P.; Ma L.; Cong X.; Skibniewski M.; Developing a corporate social responsibility framework for sustainable construction using partial least squares structural equation modeling; Technological and Economic Development of Economy; 2020
Głomb P.; Romaszewski M.; Anomaly detection in hyperspectral remote sensing images; Hyperspectral Remote Sensing: Theory & Applications; 2020
Masarczyk W.; Głomb P.; Grabowski B.; Ostaszewski M.; Effective Training of Deep Convolutional Neural Networks for Hyperspectral Image Classification through Artificial Labeling; Remote Sensing; 2020

2019

Zhou Y.; Li C.; Ding L.; Sekuła P.; Love P.; Zhou C.; Combining association rules mining with complex networks to monitor coupled risks; Reliability Engineering & System Safety; 2019
Franz M.; Young S.; Remias S.; Pack M.; Sadabadi K.; Sekuła P.; Automated Traffic Signal Performance Measures Using Emerging Data Sources; 2019 ITS America Annual Meeting; 2019
Zhou Y.; Li C.; Ding L.; Sekuła P.; Love P.; Zhou C.; Combining association rules mining with complex networks to monitor coupled risks; Reliability Engineering & System Safety; 2019
Pan Y.; Zhang L.; Wu X.; Zhang K.; Skibniewski M.; Structural health monitoring and assessment using wavelet packet energy spectrum; Safety Science; 2019
Zhang L.; Wu X.; Liu W.; Skibniewski M.; Optimal Strategy to Mitigate Tunnel-Induced Settlement in Soft Soils: Simulation Approach; Journal of Performance of Constructed Facilities; 2019
Yuan J.; Ji W.; Guo J.; Skibniewski M.; Simulation-based dynamic adjustments of prices and subsidies for transportation PPP projects based on stakeholders’ satisfaction; Transportation; 2019
Yuan J.; Zhang L.; Tan Y.; Skibniewski M.; Evaluating the regional social sustainability contribution of public-private partnerships in China: The development of an indicator system; Sustainable Development; 2019
Zhou C.; Ding L.; Zhou Y.; Skibniewski M.; Visibility graph analysis on time series of shield tunneling parameters based on complex network theory; Tunnelling and Underground Space Technology; 2019

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