Advances in teaching-learning-based optimization algorithm: A comprehensive survey
G Zhou, Y Zhou, W Deng, S Yin, Y Zhang - Neurocomputing, 2023 - Elsevier
Teaching-learning-based optimization (TLBO) algorithm which imitates the teaching-
learning process in a classroom, is one of population-based heuristic stochastic swarm …
learning process in a classroom, is one of population-based heuristic stochastic swarm …
[HTML][HTML] Enhancing construction safety: Machine learning-based classification of injury types
The construction industry is a hazardous industry with significant injuries and fatalities. Few
studies have used data-driven analysis to investigate injuries due to construction accidents …
studies have used data-driven analysis to investigate injuries due to construction accidents …
A comprehensive survey on deep learning techniques in educational data mining
Educational Data Mining (EDM) has emerged as a vital field of research, which harnesses
the power of computational techniques to analyze educational data. With the increasing …
the power of computational techniques to analyze educational data. With the increasing …
Excavator 3D pose estimation using deep learning and hybrid datasets
Earthwork operations are crucial parts of most construction projects. Heavy construction
equipment and workers are often required to work in limited workspaces simultaneously …
equipment and workers are often required to work in limited workspaces simultaneously …
End-to-end point cloud-based segmentation of building members for automating dimensional quality control
A frequent and accurate quality inspection procedure to assess the quality requirements
during the life cycle of buildings is crucial. Among different quality measures, the …
during the life cycle of buildings is crucial. Among different quality measures, the …
Multi-objective optimization of shading devices using ensemble machine learning and orthogonal design of experiments
Buildings are significant sources of energy consumption due to the non-optimal
configuration of shading devices that results in excessive solar heat gain. Amorphous …
configuration of shading devices that results in excessive solar heat gain. Amorphous …
[HTML][HTML] Efficiency of VR-based safety training for construction equipment: Hazard recognition in heavy machinery operations
Machinery operations on construction sites result in many serious injuries and fatalities.
Practical training in a virtual environment is the key to improving the safety performance of …
Practical training in a virtual environment is the key to improving the safety performance of …
[HTML][HTML] Automatic generation of structural geometric digital twins from point clouds
A geometric digital twin (gDT) model capable of leveraging acquired 3D geometric data
plays a vital role in digitizing the process of structural health monitoring. This study presents …
plays a vital role in digitizing the process of structural health monitoring. This study presents …
[HTML][HTML] Enhancing safety training performance using extended reality: a hybrid delphi–AHP multi-attribute analysis in a Type-2 fuzzy environment
Safety training effectively addresses the inexperience of and lack of knowledge among
construction workers, which are some of the most significant contributors to workplace …
construction workers, which are some of the most significant contributors to workplace …
[HTML][HTML] Automatic compliance inspection and monitoring of building structural members using multi-temporal point clouds
Building structural works require regular inspections and monitoring of damage progression
to ensure compliance with relevant standards and jurisdictional requirements. Conventional …
to ensure compliance with relevant standards and jurisdictional requirements. Conventional …