Publikacje: Zespół Uczenia Maszynowego

2026

• Varol A.; Kołodziej K.; Sobczak Ł.; Romaszewski M.; Głomb P.; Motlagh N.; Leino M.; Virkki J.; Enabling Cloud-Level Accuracy in Edge AI through IoT Data Preprocessing; Wysłane do recenzji: IEEE Internet of Things Journal; 2026

• Filus K.; Romaszewski M.; Żarski M.; Semantic Depth Matters: Explaining Errors of Deep Vision Networks through Perceived Class Similarities; Wysłane do recenzji: arXiv preprint

2026

• Liu H.; Cong X.; Wang L.; Gao Y.; Šaparauskas J.; Dankiewicz R.; Skibniewski M.; Spatial network characteristics and drivers of the collaborative development of the arterial and venous industries in “Zero Waste City”: Based on 31 provinces (autonomous regions and municipalities) in China; Journal of Material Cycles and Waste Management; 2026
• Zhang Y.; Skibniewski M.; Chow C.; Lau D.; Single-device on-site inspection system for non-destructive internal defect detection in trees near constructed facilities; Results in Engineering; 2026
• Liu H.; Chen X.; Hu Y.; Cheng B.; Skibniewski M.; Systematic integration and quantitative benchmarking of digital technologies empowering low carbon building: a three-dimensional analytical framework; Energy and Buildings; 2026
• Hosseini R.; Kocaturk T.; Li H.; Skibniewski M.; Embracing digital transformation to combat climate change: insights into organizational change management in the built environment; Building Research & Information; 2026
• Tao F.; Yi L.; Su S.; Zhong R.; Skibniewski M.; Brilakis I.; Digital twin empowers urban digitalization: Driving intelligent and sustainable city development; Digital Engineering; 2026
• Wang D.; Guo J.; Zhang Y.; Feng T.; Chen Z.; Antwi-Afari M.; Skibniewski M.; Optimizing electric vehicle charging-swapping schemes to enhance utilization of solar energy generation on highways; Renewable Energy; 2026
• Wang L.; Yuan J.; Su S.; Ding H.; Bai Y.; Skibniewski M.; Fusing enhanced YOLO and knowledge graph-based large language models for automatic risk perception in tower crane operations; Automation in Construction; 2026
• Wang L.; Wang J.; Li Y.; Zhang L.; Luo H.; Zhao X.; Skibniewski M.; Intelligent attitude control of tunnel boring machine in synchronous operations of excavation and segment assembly; Underground Space; 2026
• Ding Y.; Zheng Y.; Liu F.; Tsang Y.; Xiong S.; Chen Z.; Skibniewski M.; ESG, open innovation, and firm performance in construction firms: exploring the mediating role of digital transformation; Journal of Civil Engineering and Management; 2026
• Wang Y.; Chen E.; Skibniewski M.; Wen Z.; Jiang Z.; Automated monitoring of percentage of completion and activity-level progress in bridge pier construction using unmanned aerial vehicles; Automation in Construction; 2026
• Liu J.; Wu J.; Luo H.; Sekuła P.; A knowledge distillation framework for multi-signal-to-noise ratio speech enhancement in construction environments; Developments in the Built Environment; 2026
• Bis J.; Gościńska-Bis K.; Mokrisz Ł.; Jodłowski M.; Sekuła P.; Cholewa M.; Wita K.; Strugała M.; Bachowski R.; Gocoł R.; Artificial Intelligence-Enhanced Remote Monitoring After Cardiac Surgery: A Prospective Single-Centre Feasibility Study with Retrospective Wound Image Classification; Journal of Clinical Medicine; 2026
• Romaszewski M.; Drejer K.; Kołodziej K.; Zawadzka A.; Lewiński S.; Głomb P.; Ruciński M.; Krupiński M.; Gryguc K.; Sekuła P.; Sala S.; Toward Seasonal Guidelines for Robust Deep-Learning Sentinel-2 Building Detection in Different Area Types; 2026
• Liu H.; Chen X.; Hu Y.; Cheng B.; Skibniewski M.; Systematic Integration and Quantitative Benchmarking of Digital Technologies Empowering Low Carbon Building: A Three-Dimensional Analytical Framework; Energy and Buildings; 2026
• Wang D.; Guo J.; Zhang Y.; Feng T.; Chen Z.; Antwi-Afari M.; Skibniewski M.; Optimizing Electric Vehicle Charging-Swapping Schemes to Enhance Utilization of Solar Energy Generation on Highways; Renewable Energy; 2026
• Zhang Y.; Skibniewski M.; Chow C.; Lau D.; Single-Device On-Site Inspection System for Non-Destructive Internal Defect Detection in Trees Near Constructed Facilities; Results in Engineering; 2026
• Ding Y.; Zheng Y.; Liu F.; Tsang Y.; Xiong S.; Chen Z.; Skibniewski M.; ESG, Open Innovation, and Firm Performance in Construction Firms: Exploring the Mediating Role of Digital Transformation; Journal of Civil Engineering and Management; 2026
• Chen Z.; Wang H.; Ma Z.; Yang Y.; Zhu Z.; Chiclana F.; Pedrycz W.; Skibniewski M.; Multiobjective Optimization-Based Subjective Probability Distribution Aggregation: A Survey; IEEE Transactions on Systems, Man, and Cybernetics: Systems; 2026
• Liu H.; Cong X.; Wang L.; Gao Y.; Šaparauskas J.; Dankiewicz R.; Skibniewski M.; Spatial Network Characteristics and Drivers of the Collaborative Development of the Arterial and Venous Industries in "Zero Waste City": Based on 31 Provinces (Autonomous Regions and Municipalities) in China; Journal of Material Cycles and Waste Management; 2026
• Wang Y.; Chen E.; Skibniewski M.; Wen Z.; Jiang Z.; Automated Monitoring of Percentage of Completion and Activity-Level Progress in Bridge Pier Construction Using Unmanned Aerial Vehicles; Automation in Construction; 2026
• Tao F.; Yi L.; Su S.; Zhong R.; Skibniewski M.; Brilakis I.; Digital Twin Empowers Urban Digitalization: Driving Intelligent and Sustainable City Development; Digital Engineering; 2026
• Wang L.; Wang J.; Li Y.; Zhang L.; Luo H.; Zhao X.; Skibniewski M.; Intelligent Attitude Control of Tunnel Boring Machine in Synchronous Operations of Excavation and Segment Assembly; Underground Space; 2026
• Hosseini R.; Kocaturk T.; Li H.; Skibniewski M.; Embracing Digital Transformation to Combat Climate Change: Insights into Organizational Change Management in the Built Environment; Building Research and Information; 2026