Journal of Computing in Civil Engineering

Article	Citations
An Efficient Three-Dimensional Point Cloud Segmentation Method for the Dimensional Quality Assessment of Precast Concrete Components Utilizing Multiview Information Fusion	113
Encoding 3D Point Contexts for Self-Supervised Spall Classification Using 3D Bridge Point Clouds	70
Exploiting BIM Objects for Synthetic Data Generation toward Indoor Point Cloud Classification Using Deep Learning	59
A Novel Approach for Advancing Asphalt Pavement Temperature and Flow Number Predictions Using Optical Microscope Algorithm–Least Square Moment Balanced Machine	52
Rapid Visual Screening of Buildings for Potential Seismic Hazards: Automated Deep-Learning Classification Approach	49
Urban-Level Data Interoperability for Management of Building and Civil Infrastructure Systems during the Disaster Phases Using Model View Definitions	46
Camera Pose Refinement for Precise BIM Alignment in Mixed Reality Visualization	40
Quantifying the Value of Satellite-Based Pavement Monitoring in Partially Observable Stochastic Environments	39
Robotic Inspection of Underground Utilities for Construction Survey Using a Ground Penetrating Radar	37
Railway-Fastener Point Cloud Segmentation and Damage Quantification Based on Deep Learning and Synthetic Data Augmentation	36
Multiobjective Optimization of Reality Capture Plans for Computer Vision–Driven Construction Monitoring with Camera-Equipped UAVs	35
Deep Learning-Based RGB-D Fusion for Multimodal Condition Assessment of Civil Infrastructure	34
Novel Optical-Inspired Rain Forest for the Explainable Prediction of Geopolymer Concrete Compressive Strength	33
An Attention-Based Constrained Diffusion Model for Accessible Floor Plan Generation	33
Multimodal Fusion of Ground-Penetrating Radar Signals and Images for Tunnel Lining Defects Detection	33
Optimized Lightweight Edge Computing Platform for UAV-Assisted Detection of Concrete Deterioration beneath Bridge Decks	33
Deep Learning–Based Building Attribute Estimation from Google Street View Images for Flood Risk Assessment Using Feature Fusion and Task Relation Encoding	32
Smart Video Analytics Solution to Identify Urban Floodborne Objects	32
Improving IFC-Based Interoperability between BIM and BEM Using Invariant Signatures of HVAC Objects	29
Perception-Aware Tag Placement Planning for Robust Localization of UAVs in Indoor Construction Environments	28
Research on a BIM Model Quality Compliance Checking Method Based on a Knowledge Graph	27
Vision-Based Real-Time Posture Tracking for Multiple Construction Workers	27
Variance Analysis on Regression Models for Estimating Labor Costs of Prefabricated Components	27
Digitization of Existing Buildings with Arbitrary Shaped Spaces from Point Clouds	26
Content-Based Image Retrieval for Construction Site Images: Leveraging Deep Learning–Based Object Detection	26

Method for Using Information Models and Queries to Connect HVAC Analytics and Data	24
Training Deep Learning Segmentation Models Using Super-Resolution Crack Images for Detection of Thin Concrete Cracks	24
Real-Time Monitoring of Mobile Construction Resources Based on Multiple Object Tracking	24
Real-Time Prediction of TBM Response Parameters Based on Temporal Convolutional Network	24
Real-Time Model Updating for Prediction and Assessment of Under-Construction Shield Tunnel Induced Ground Settlement in Complex Strata	21
Improving Occupant Thermal Comfort through Personalized Space Recommendation	20
Intelligent Time Series Prediction of Harmful Gas Concentrations during Underground Cavern Construction: Integrated Construction and Geological Factors	20
Automating Building Damage Reconnaissance to Optimize Drone Mission Planning for Disaster Response	20
Feature Extraction–Based Prediction Models for Newmark Sliding Displacement of Slopes	20
Capturing Environmental Distress of Pedestrians Using Multimodal Data: The Interplay of Biosignals and Image-Based Data	20
Pixel-Level Detection of Cracks Based on Loop Semantic Diffusion Integration	19
A Decision-Making Framework for Load Rating Planning of Aging Bridges Using Deep Reinforcement Learning	19
Facilitating Knowledge Transfer during Code Compliance Checking Using Conceptual Graphs	19
Development of a Car-Free Street Mapping Model Using an Integrated System with Unmanned Aerial Vehicles, Aerial Mapping Cameras, and a Deep Learning Algorithm	19
Cost Estimation of Metro Construction Projects Using Interpretable Machine Learning	19
An Integrated Real-Time Approach to Mitigate Noncompliant Behavior in Mobile Crane Lifting Operations	19
Adaptive Information Filtering Method Based on Sensitivity Analysis for Bayesian Updating	18
Topological Data Analysis for Railway Track Geometry Safety and Maintenance	18
Deep Learning–Based Analytics of Multisource Heterogeneous Bridge Data for Enhanced Data-Driven Bridge Deterioration Prediction	18
Enhanced Semantic Recognition of Architectural Floor Plan Recognition Using CLIP and Advanced Sampling Strategy	18
Crack Assessment Using Cascade Mask R-CNN and Dilation–Erosion Processing Technique	18
Estimation of Soil Water Characteristic Curve Using Machine-Learning Algorithms and Its Application in Embankment Response	18
Digitalized and User-Centered System for Construction Site Layout Planning and Assessment	18
Unmanned Aerial Systems (UASs) in the AECO Industry	17
Physical Distancing Analytics for Construction Planning Using 4D BIM	17
Development of a Machine Learning–Based Tool to Predict Asphalt Concrete Overlay Performance in Hot and Humid Climates	17
A GAN-Augmented CNN Approach for Automated Roadside Safety Assessment of Rural Roadways	17
Multilabel Sewer Pipe Defect Recognition with Mask Attention Feature Enhancement and Label Correlation Learning	17
B-EagleV: Visualization of Big Point Cloud Datasets in Civil Engineering Using a Distributed Computing Solution	17
Interactive and Immersive Process-Level Digital Twin for Collaborative Human–Robot Construction Work	17
Vision-Based Productivity Monitoring of Tower Crane Operations during Curtain Wall Installation Using a Database-Free Approach	17
DfMA-Oriented Optimal Design for Curved Wooden Keels Based on Multiobjective Optimization and BIM	17
Automatic Stereo Vision-Based Inspection System for Particle Shape Analysis of Coarse Aggregates	16
Machine Learning-Based Risk Analysis for Construction Worker Safety from Ubiquitous Site Photos and Videos	16
Subsurface Object 3D Modeling Based on Ground Penetration Radar Using Deep Neural Network	16
Superpoint Transformer–Based Bridge Component Recognition Using UAV-Mounted LiDAR and Synthetic Point Cloud Generation	16
Predicting Max Scour Depths near Two-Pier Groups Using Ensemble Machine-Learning Models and Visualizing Feature Importance with Partial Dependence Plots and SHAP	16
Automated Human Use Mapping of Social Infrastructure by Deep Learning Methods Applied to Smart City Camera Systems	15
Connected Car-Based Pavement Roughness Prediction Using CNN Model and Signal Decomposition Technique	15
Semantic Deep Learning Integrated with RGB Feature-Based Rule Optimization for Facility Surface Corrosion Detection and Evaluation	14
Unified Breakdown Structure for Information Integration to Enhance Interoperability in the Built Environment	14
A Case Study on Multilane Roundabout Capacity Evaluation Using Computer Vision and Deep Learning	14
Development of a Fuzzy Logic Controller for Autonomous Navigation of Building Inspection Robots in Unknown Environments	14
Style-Controlled Image Synthesis of Concrete Damages Based on Fusion of Convolutional Encoder and Attention-Enhanced Conditional Generative Adversarial Network	13
Semiautomatic IFC-Based BIM Reconstruction for As-Designed Bridges from 2D Plans Leveraging Semantic Segmentation and Enrichment	13
Reviewers	13
A Hybrid BIM-Fuzzy Model for Enhanced Assessment of Building Element Conditions	13
Automated Identification and Numbering of Brick in Orthoimages of Ancient City Walls with Settlement	13
An Efficient Explainable Convolutional Network with Visualization of Feature Maps for Enhanced Understanding of Building Facade Defects	13
Digital Twin for Monitoring In-Service Performance of Post-Tensioned Self-Centering Cross-Laminated Timber Shear Walls	13

Data-Driven Deep-Learning Model for Predicting Jacking Force of Rectangular Pipe Jacking Tunnel	13
Vector-Quantized Variational Teacher and Multimodal Collaborative Student for Crack Segmentation via Knowledge Distillation	13
Temporal- and Appearance-Guided Object Detection in Construction Machines Considering Out-of-Distribution Data	12
Pavement Crack Segmentation Based on Synthetic Data Sets and Unsupervised Domain Adaptation	12
Investigation of Critical Factors for Future-Proofed Transportation Infrastructure Planning Using Topic Modeling and Association Rule Mining	12
Prediction of the Sulfate Attack Resistance of Concrete Based on Machine-Learning Algorithms	12
Sharing Linked Building Data in a Peer-to-Peer Network: ifcOWL Meets InterPlanetary File System	12
Reviewers	12
Minimizing Carbon Emission of Prefabricated Reinforced Concrete T-Beams Using BIM and Two-Stage Metaheuristic Searching	11
Synthetic Data Generation Techniques for Enhancing Crack Detection in Railway Concrete Sleepers	11
Extraction of Rural Buildings with Different Main Structure Types Based on a Revised U-Net Model	11
LiDAR-Based Framework for Accurate Positioning and Robust Tracking of Multiple Construction Workers	11
Multisource Data Integration and Computer Vision Technology in Uncertainty Quantification of Live Loads	11
Digitalizing Road Maintenance: A Novel Approach for the Preparation and Integration of 2D and 3D Road Data through Image Shadow Removal and Point Cloud Densification	11
Information Requirements for Managing Higher Education Facilities Using Building Information Modeling: Triangular Study of US and Korean Cases	11
Deep Learning in Construction: Review of Applications and Potential Avenues	11
Combining Smart Construction Objects–Enabled Blockchain Oracles and Signature Techniques to Ensure Information Authentication and Integrity in Construction	11
Study of Cross-Project Prediction of Rock Mass Classification Based on Feature Fusion	11
Operation Path Planning for Rail-Type Rebar Binding Robots Based on Improved Ant Colony Algorithm	10
Automating Postearthquake Recovery in Construction: Leveraging BIM, Deep Learning, and Web Map Services for Efficient Solutions	10
A Deep Learning and Vision-Based Solution for Material Volume Estimation Considering Devices’ Applications	10
Influence of Excavation Steps on the Contact Interface between Bedrock and Soil–Rock-Mixture Fillers	10
Automated Identification of Pavement Structural Distress Using State-of-the-Art Object Detection Models and Nondestructive Testing	10
Explainable Machine-Learning Leak Identification Framework for Water Distribution Networks	10
Automated Assessment of Public Transit Bus Stops Using Computer Vision Methods	10
Leveraging Open-Vocabulary Object Detection in Goal-Oriented Navigation for Assessing Indoor Energy–Intensive Devices	10
Fault Diagnosis of Air Handling Units in an Auditorium Using Real Operational Labeled Data across Different Operation Modes	10
Systematic Analysis of the Impact of Data Preprocessing Techniques on Machine-Learning Model Performance: A Case Study of a Compressive Strength Prediction Model for Geopolymer Concrete	9
3D Excavator Pose Estimation Using Projection-Based Pose Optimization for Contact-Driven Hazard Monitoring	9
Deep Learning–Based Quantitative Evaluation of the Relationship between Damage Evolution and Seismic Capacity of RC Columns	9
Toward a Framework for Trust Building between Humans and Robots in the Construction Industry: A Systematic Review of Current Research and Future Directions	9
Prediction-Based Path Planning for Safe and Efficient Human–Robot Collaboration in Construction via Deep Reinforcement Learning	9
Assessing Daily Activity Routines Using an Unsupervised Approach in a Smart Home Environment	9
Reviewers	8
Reweighted L1 Minimization for Networkwide Weak Spot Detection from Traffic Speed Deflectometer Measurements	8
YOLO-RAPD: Enhanced YOLOv8s-Based Automated Detection of Road Assets and Pavement Distress	8
Structural Material Condition Assessment through Human-in-the-Loop Incremental Semisupervised Learning from Hyperspectral Images	8
Hierarchical Intersection over Union Method: A Comprehensive Evaluation for Floor Plan Vectorization	8
Fast and Reliable Map Matching from Large-Scale Noisy Positioning Records	8
Developing a Construction Domain–Specific Artificial Intelligence Language Model for NCDOT’s CLEAR Program to Promote Organizational Innovation and Institutional Knowledge	8
Trajectory-Based Skill Learning for Overhead Construction Robots Using Generalized Cylinders with Orientation	8
Proposed Standard Test to Evaluate Back-Support Exoskeleton Efficacy for Rebar Workers: Test Design and Initial Implementation	7
Retraction: “Object-Oriented Damage Information Modeling Concepts and Implementation for Bridge Inspection”	7
Relative Flatness Analysis in Mobile Pavement Condition Monitoring Using Hybrid Solid-State LiDAR	7
LiDAR-Simulated Multimodal and Self-Supervised Contrastive Digital Twin Approach for Probabilistic Point Cloud Generation of Rail Fasteners	7
Artificial Neural Network–Based Generative Design Optimization of the Energy Performance of Florida Single-Family Houses	7
Point Cloud–Based Defect Inspection with Multisensor Fusion and Deep Learning for Advancing Building Construction Quality	7
ANN-Powered Models for Predicting Shrinkage and Creep Properties of High-Performance Concrete Using Supplementary Cementitious Materials	7
Building “RoboAvatar”: Industry Foundation Classes–Based Digital Representation of Robots in the Built Environment	6
Smart Contract Generation and Visualization for Construction Business Process Collaboration and Automation: Upgraded Workflow Engine	6
Automatic Completion of Underground Utility Topologies Using Graph Convolutional Networks	6
Inversion Identification of Cracks for Underground Shield Tunnel Structure Based on HHO-XFEM	6
Two-Dimensional and Three-Dimensional CNN-Based Simultaneous Detection and Activity Classification of Construction Workers	6
Pose Graph Relocalization with Deep Object Detection and BIM-Supported Object Landmark Dictionary	6
Seeing through Disaster Rubble in 3D with Ground-Penetrating Radar and Interactive Augmented Reality for Urban Search and Rescue	6
Vision-Based Productivity Analysis of Cable Crane Transportation Using Augmented Reality–Based Synthetic Image	6
Transfer-Learning and Texture Features for Recognition of the Conditions of Construction Materials with Small Data Sets	6
Neural Basis Analysis of Firefighters’ Wayfinding Performance via Functional Near-Infrared Spectroscopy	6
Constructing Invariant Signatures for AEC Objects to Support BIM-Based Analysis Automation through Object Classification	6
UWB and IMU Fusion Construction Worker Localization Method Based on Transformer Correction	5
Intelligent Defect Diagnosis of Appearance Quality for Prefabricated Concrete Components Based on Target Detection and Multimodal Fusion Decision	5
An Improved Random Forest–Based Operation Duration Prediction of Long-Distance Tunnel Construction Considering Geological Uncertainty	5
Genetic Algorithm and Grasshopper Optimization Algorithm with Metaoptimization and RL-Based Parameter Fine-Tuning and Their Comparison for Optimal Thermal Performance Analysis of Buildings in Tropical	5
On-Site Comprehensive Surface Quality Assessment of Prefabricated Composite Slabs Based on Colored Point Clouds	5
Res-FPN–SqueezeNet Segmentation Architecture for Enhanced Identification of Concrete Cracks within a Deep-Learning Framework	5
RE-YOLO: Vehicle Detector Based on Knowledge Distillation YOLOv8 for Autonomous Driving Scenarios	5
HangCon: Benchmark Data Set for Enhanced Detection of Hanging Objects in Construction Sites	4
Structural Deterioration Knowledge Ontology towards Physics-Informed Machine Learning for Enhanced Bridge Deterioration Prediction	4
Multilevel Genetic Algorithm–Based Acoustic–Elastodynamic Imaging of Coupled Fluid–Solid Media to Detect an Underground Cavity	4
Fusion of Convolution Neural Network and Visual Transformer for Lithology Identification Using Tunnel Face Images	4
Hybrid Differential Evolution and Krill Herd Algorithm for the Optimal Design of Water Distribution Networks	4
Quantification and Evaluation of Roughness of Initial Support Using Terrestrial Laser Scanning	4
Bilevel Thresholding–Based Iterative Analysis for Building-Surface Damage Detection in a Postearthquake Environment	4
Systemwide Planning with a Branch-and-Price Algorithm for Pavement-Marking Assessment Data Collection via the Mobile Retroreflectivity Unit Routing Model	4
Adapting Public Annotated Data Sets and Low-Quality Dash Cameras for Spatiotemporal Estimation of Traffic-Related Air Pollution: A Transfer-Learning Approach	4
Submodel Comparison Method Based on IFC File Content	4
Impact of VR-Based Training on Human–Robot Interaction for Remote Operating Construction Robots	4
An Infrastructure-Less Emergency Communication System: A Blockchain-Based Framework	4
Deep-Learning Domain Adaptation to Improve Generalizability across Subjects and Contexts in Detecting Construction Workers’ Stress from Biosignals	4
Federated Smart Work Package Framework with Triplet Loss for Mental Fatigue Monitoring	4

Detecting Learning Stages within a Sensor-Based Mixed Reality Learning Environment Using Deep Learning	4
Monocular Vision–Enabled 3D Truck Reconstruction: A Novel Optimization Approach Based on Parametric Modeling and Graphics Rendering	4
Multilabel CNN Model for Asphalt Distress Classification	4
Pavement Distress Recognition via Wavelet-Based Clustering of Smartphone Accelerometer Data	4
Machine Learning Control for Floating Offshore Wind Turbine Individual Blade Pitch Control	4
Sequential Filling Method for Internal Holes in Road Elevation Map Based on Bilateral Filtering	4