Advanced Engineering Informatics

Title Publication Date Language Citations
Times-series data augmentation and deep learning for construction equipment activity recognition2019/10/01English163
Floor shape optimization for green building design2006/10/01English161
Construction performance monitoring via still images, time-lapse photos, and video streams: Now, tomorrow, and the future2015/04/01English160
Knowledge based engineering: Between AI and CAD. Review of a language based technology to support engineering design2012/04/01English148
A deep learning-based approach for mitigating falls from height with computer vision: Convolutional neural network2019/01/01English147
Automated vision tracking of project related entities2011/10/01English143
A review of 3D reconstruction techniques in civil engineering and their applications2018/08/01English143
Deep-learning neural-network architectures and methods: Using component-based models in building-design energy prediction2018/10/01English142
ONTO-PDM: Product-driven ONTOlogy for Product Data Management interoperability within manufacturing process environment2012/04/01English140
Exact and metaheuristic algorithms for the vehicle routing problem with a factory-in-a-box in multi-objective settings2022/04/01English137
Anomaly detection of defects on concrete structures with the convolutional autoencoder2020/08/01English136
Watchdog Agent—an infotronics-based prognostics approach for product performance degradation assessment and prediction2003/07/01English136
Failure mode classification and bearing capacity prediction for reinforced concrete columns based on ensemble machine learning algorithm2020/08/01English134
Designing a BIM-based serious game for fire safety evacuation simulations2011/10/01English133
Multi-mode data augmentation and fault diagnosis of rotating machinery using modified ACGAN designed with new framework2022/04/01English133
IoT-enabled smart appliances under industry 4.0: A case study2020/01/01English132
Vision-based material recognition for automated monitoring of construction progress and generating building information modeling from unordered site image collections2014/01/01English132
Computer vision for behaviour-based safety in construction: A review and future directions2020/01/01English130
A research agenda for augmented and virtual reality in architecture, engineering and construction2020/08/01English129
A hybrid real-parameter genetic algorithm for function optimization2006/01/01English126
Generation of energy-efficient architecture solutions applying GENE_ARCH: An evolution-based generative design system2008/01/01English122
Performance-based evaluation of RFID-based indoor location sensing solutions for the built environment2011/08/01English120
Toward automated generation of parametric BIMs based on hybrid video and laser scanning data2010/11/01English120
Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments2012/10/01English119
Personnel tracking on construction sites using video cameras2009/10/01English119
A patent quality analysis for innovative technology and product development2012/01/01English118
Using cost based FMEA to enhance reliability and serviceability2003/07/01English118
The IFC-based path planning for 3D indoor spaces2013/04/01English117
Construction equipment activity recognition for simulation input modeling using mobile sensors and machine learning classifiers2015/10/01English116
Two hybrid meta-heuristic algorithms for a dual-channel closed-loop supply chain network design problem in the tire industry under uncertainty2021/10/01English116