Journal of Computing in Civil Engineering

Papers
(The median citation count of Journal of Computing in Civil Engineering is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)
ArticleCitations
Camera Pose Refinement for Precise BIM Alignment in Mixed Reality Visualization104
Multiobjective Optimization of Reality Capture Plans for Computer Vision–Driven Construction Monitoring with Camera-Equipped UAVs60
A Novel Approach for Advancing Asphalt Pavement Temperature and Flow Number Predictions Using Optical Microscope Algorithm–Least Square Moment Balanced Machine53
Quantifying the Value of Satellite-Based Pavement Monitoring in Partially Observable Stochastic Environments48
Deep Learning-Based RGB-D Fusion for Multimodal Condition Assessment of Civil Infrastructure48
Rapid Visual Screening of Buildings for Potential Seismic Hazards: Automated Deep-Learning Classification Approach42
Robotic Inspection of Underground Utilities for Construction Survey Using a Ground Penetrating Radar39
Urban-Level Data Interoperability for Management of Building and Civil Infrastructure Systems during the Disaster Phases Using Model View Definitions35
An Efficient Three-Dimensional Point Cloud Segmentation Method for the Dimensional Quality Assessment of Precast Concrete Components Utilizing Multiview Information Fusion33
Exploiting BIM Objects for Synthetic Data Generation toward Indoor Point Cloud Classification Using Deep Learning33
Encoding 3D Point Contexts for Self-Supervised Spall Classification Using 3D Bridge Point Clouds33
Railway-Fastener Point Cloud Segmentation and Damage Quantification Based on Deep Learning and Synthetic Data Augmentation32
Optimized Lightweight Edge Computing Platform for UAV-Assisted Detection of Concrete Deterioration beneath Bridge Decks31
Improving IFC-Based Interoperability between BIM and BEM Using Invariant Signatures of HVAC Objects31
Smart Video Analytics Solution to Identify Urban Floodborne Objects30
Vision-Based Real-Time Posture Tracking for Multiple Construction Workers30
Deep Learning–Based Building Attribute Estimation from Google Street View Images for Flood Risk Assessment Using Feature Fusion and Task Relation Encoding29
An Attention-Based Constrained Diffusion Model for Accessible Floor Plan Generation28
Research on a BIM Model Quality Compliance Checking Method Based on a Knowledge Graph28
Novel Optical-Inspired Rain Forest for the Explainable Prediction of Geopolymer Concrete Compressive Strength28
Digitization of Existing Buildings with Arbitrary Shaped Spaces from Point Clouds25
Perception-Aware Tag Placement Planning for Robust Localization of UAVs in Indoor Construction Environments25
Training Deep Learning Segmentation Models Using Super-Resolution Crack Images for Detection of Thin Concrete Cracks24
Content-Based Image Retrieval for Construction Site Images: Leveraging Deep Learning–Based Object Detection24
Variance Analysis on Regression Models for Estimating Labor Costs of Prefabricated Components24
Automating Building Damage Reconnaissance to Optimize Drone Mission Planning for Disaster Response23
Capturing Environmental Distress of Pedestrians Using Multimodal Data: The Interplay of Biosignals and Image-Based Data23
A Decision-Making Framework for Load Rating Planning of Aging Bridges Using Deep Reinforcement Learning23
Real-Time Monitoring of Mobile Construction Resources Based on Multiple Object Tracking22
Real-Time Prediction of TBM Response Parameters Based on Temporal Convolutional Network22
Improving Occupant Thermal Comfort through Personalized Space Recommendation20
Method for Using Information Models and Queries to Connect HVAC Analytics and Data19
An Integrated Real-Time Approach to Mitigate Noncompliant Behavior in Mobile Crane Lifting Operations18
Facilitating Knowledge Transfer during Code Compliance Checking Using Conceptual Graphs18
Pixel-Level Detection of Cracks Based on Loop Semantic Diffusion Integration18
Real-Time Model Updating for Prediction and Assessment of Under-Construction Shield Tunnel Induced Ground Settlement in Complex Strata18
Digitalized and User-Centered System for Construction Site Layout Planning and Assessment18
Cost Estimation of Metro Construction Projects Using Interpretable Machine Learning18
Adaptive Information Filtering Method Based on Sensitivity Analysis for Bayesian Updating17
Estimation of Soil Water Characteristic Curve Using Machine-Learning Algorithms and Its Application in Embankment Response17
Deep Learning–Based Analytics of Multisource Heterogeneous Bridge Data for Enhanced Data-Driven Bridge Deterioration Prediction17
B-EagleV: Visualization of Big Point Cloud Datasets in Civil Engineering Using a Distributed Computing Solution17
Crack Assessment Using Cascade Mask R-CNN and Dilation–Erosion Processing Technique17
Development of a Car-Free Street Mapping Model Using an Integrated System with Unmanned Aerial Vehicles, Aerial Mapping Cameras, and a Deep Learning Algorithm17
A GAN-Augmented CNN Approach for Automated Roadside Safety Assessment of Rural Roadways17
Physical Distancing Analytics for Construction Planning Using 4D BIM16
Unmanned Aerial Systems (UASs) in the AECO Industry16
Multilabel Sewer Pipe Defect Recognition with Mask Attention Feature Enhancement and Label Correlation Learning16
Interactive and Immersive Process-Level Digital Twin for Collaborative Human–Robot Construction Work16
Topological Data Analysis for Railway Track Geometry Safety and Maintenance16
Predicting Max Scour Depths near Two-Pier Groups Using Ensemble Machine-Learning Models and Visualizing Feature Importance with Partial Dependence Plots and SHAP15
Subsurface Object 3D Modeling Based on Ground Penetration Radar Using Deep Neural Network15
Vision-Based Productivity Monitoring of Tower Crane Operations during Curtain Wall Installation Using a Database-Free Approach15
Machine Learning-Based Risk Analysis for Construction Worker Safety from Ubiquitous Site Photos and Videos15
Superpoint Transformer–Based Bridge Component Recognition Using UAV-Mounted LiDAR and Synthetic Point Cloud Generation15
Wayfinding Information Cognitive Load Classification Based on Functional Near-Infrared Spectroscopy15
Measuring In-Building Spatial-Temporal Human Distribution through Monocular Image Data Considering Deep Learning–Based Image Depth Estimation15
Automatic Stereo Vision-Based Inspection System for Particle Shape Analysis of Coarse Aggregates15
Development of a Fuzzy Logic Controller for Autonomous Navigation of Building Inspection Robots in Unknown Environments14
Data-Driven Simulation Approach for Short-Term Planning of Winter Highway Maintenance Operations14
Automated Human Use Mapping of Social Infrastructure by Deep Learning Methods Applied to Smart City Camera Systems14
Unified Breakdown Structure for Information Integration to Enhance Interoperability in the Built Environment14
Style-Controlled Image Synthesis of Concrete Damages Based on Fusion of Convolutional Encoder and Attention-Enhanced Conditional Generative Adversarial Network13
Vector-Quantized Variational Teacher and Multimodal Collaborative Student for Crack Segmentation via Knowledge Distillation13
Semantic Deep Learning Integrated with RGB Feature-Based Rule Optimization for Facility Surface Corrosion Detection and Evaluation13
Reviewers13
An Efficient Explainable Convolutional Network with Visualization of Feature Maps for Enhanced Understanding of Building Facade Defects13
Data-Driven Deep-Learning Model for Predicting Jacking Force of Rectangular Pipe Jacking Tunnel13
Automated Identification and Numbering of Brick in Orthoimages of Ancient City Walls with Settlement13
A Case Study on Multilane Roundabout Capacity Evaluation Using Computer Vision and Deep Learning13
A Hybrid BIM-Fuzzy Model for Enhanced Assessment of Building Element Conditions12
Investigation of Critical Factors for Future-Proofed Transportation Infrastructure Planning Using Topic Modeling and Association Rule Mining12
Sharing Linked Building Data in a Peer-to-Peer Network: ifcOWL Meets InterPlanetary File System12
Information Requirements for Managing Higher Education Facilities Using Building Information Modeling: Triangular Study of US and Korean Cases12
Digital Twin for Monitoring In-Service Performance of Post-Tensioned Self-Centering Cross-Laminated Timber Shear Walls12
LiDAR-Based Framework for Accurate Positioning and Robust Tracking of Multiple Construction Workers12
Reviewers12
Combining Smart Construction Objects–Enabled Blockchain Oracles and Signature Techniques to Ensure Information Authentication and Integrity in Construction12
Toward a Framework for Trust Building between Humans and Robots in the Construction Industry: A Systematic Review of Current Research and Future Directions11
Prediction of the Sulfate Attack Resistance of Concrete Based on Machine-Learning Algorithms11
Deep Learning in Construction: Review of Applications and Potential Avenues11
Study of Cross-Project Prediction of Rock Mass Classification Based on Feature Fusion11
Extraction of Rural Buildings with Different Main Structure Types Based on a Revised U-Net Model11
Multisource Data Integration and Computer Vision Technology in Uncertainty Quantification of Live Loads11
Temporal- and Appearance-Guided Object Detection in Construction Machines Considering Out-of-Distribution Data11
Minimizing Carbon Emission of Prefabricated Reinforced Concrete T-Beams Using BIM and Two-Stage Metaheuristic Searching10
Automating Postearthquake Recovery in Construction: Leveraging BIM, Deep Learning, and Web Map Services for Efficient Solutions10
Leveraging Open-Vocabulary Object Detection in Goal-Oriented Navigation for Assessing Indoor Energy–Intensive Devices10
Automated Assessment of Public Transit Bus Stops Using Computer Vision Methods9
Synthetic Data Generation Techniques for Enhancing Crack Detection in Railway Concrete Sleepers9
Hierarchical Intersection over Union Method: A Comprehensive Evaluation for Floor Plan Vectorization9
Operation Path Planning for Rail-Type Rebar Binding Robots Based on Improved Ant Colony Algorithm9
Influence of Excavation Steps on the Contact Interface between Bedrock and Soil–Rock-Mixture Fillers9
Reweighted L1 Minimization for Networkwide Weak Spot Detection from Traffic Speed Deflectometer Measurements9
A Deep Learning and Vision-Based Solution for Material Volume Estimation Considering Devices’ Applications9
Automated Identification of Pavement Structural Distress Using State-of-the-Art Object Detection Models and Nondestructive Testing9
3D Excavator Pose Estimation Using Projection-Based Pose Optimization for Contact-Driven Hazard Monitoring9
Fault Diagnosis of Air Handling Units in an Auditorium Using Real Operational Labeled Data across Different Operation Modes9
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 Concrete8
Developing a Construction Domain–Specific Artificial Intelligence Language Model for NCDOT’s CLEAR Program to Promote Organizational Innovation and Institutional Knowledge8
Trajectory-Based Skill Learning for Overhead Construction Robots Using Generalized Cylinders with Orientation8
Structural Material Condition Assessment through Human-in-the-Loop Incremental Semisupervised Learning from Hyperspectral Images8
Reviewers8
Assessing Daily Activity Routines Using an Unsupervised Approach in a Smart Home Environment8
Prediction-Based Path Planning for Safe and Efficient Human–Robot Collaboration in Construction via Deep Reinforcement Learning8
LiDAR-Simulated Multimodal and Self-Supervised Contrastive Digital Twin Approach for Probabilistic Point Cloud Generation of Rail Fasteners7
Transfer-Learning and Texture Features for Recognition of the Conditions of Construction Materials with Small Data Sets7
Relative Flatness Analysis in Mobile Pavement Condition Monitoring Using Hybrid Solid-State LiDAR7
Building “RoboAvatar”: Industry Foundation Classes–Based Digital Representation of Robots in the Built Environment7
Retraction: “Object-Oriented Damage Information Modeling Concepts and Implementation for Bridge Inspection”7
Artificial Neural Network–Based Generative Design Optimization of the Energy Performance of Florida Single-Family Houses7
Proposed Standard Test to Evaluate Back-Support Exoskeleton Efficacy for Rebar Workers: Test Design and Initial Implementation7
Vision-Based Productivity Analysis of Cable Crane Transportation Using Augmented Reality–Based Synthetic Image7
ANN-Powered Models for Predicting Shrinkage and Creep Properties of High-Performance Concrete Using Supplementary Cementitious Materials7
Smart Contract Generation and Visualization for Construction Business Process Collaboration and Automation: Upgraded Workflow Engine7
Fast and Reliable Map Matching from Large-Scale Noisy Positioning Records7
Point Cloud–Based Defect Inspection with Multisensor Fusion and Deep Learning for Advancing Building Construction Quality7
Neural Basis Analysis of Firefighters’ Wayfinding Performance via Functional Near-Infrared Spectroscopy6
Pose Graph Relocalization with Deep Object Detection and BIM-Supported Object Landmark Dictionary6
UWB and IMU Fusion Construction Worker Localization Method Based on Transformer Correction6
Intelligent Defect Diagnosis of Appearance Quality for Prefabricated Concrete Components Based on Target Detection and Multimodal Fusion Decision6
An Improved Random Forest–Based Operation Duration Prediction of Long-Distance Tunnel Construction Considering Geological Uncertainty6
Inversion Identification of Cracks for Underground Shield Tunnel Structure Based on HHO-XFEM6
Constructing Invariant Signatures for AEC Objects to Support BIM-Based Analysis Automation through Object Classification6
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 Tropical6
Hybrid Differential Evolution and Krill Herd Algorithm for the Optimal Design of Water Distribution Networks6
Two-Dimensional and Three-Dimensional CNN-Based Simultaneous Detection and Activity Classification of Construction Workers6
Automatic Completion of Underground Utility Topologies Using Graph Convolutional Networks6
Seeing through Disaster Rubble in 3D with Ground-Penetrating Radar and Interactive Augmented Reality for Urban Search and Rescue6
Pavement Distress Recognition via Wavelet-Based Clustering of Smartphone Accelerometer Data6
Res-FPN–SqueezeNet Segmentation Architecture for Enhanced Identification of Concrete Cracks within a Deep-Learning Framework6
Machine Learning Control for Floating Offshore Wind Turbine Individual Blade Pitch Control5
Sequential Filling Method for Internal Holes in Road Elevation Map Based on Bilateral Filtering5
Detecting Learning Stages within a Sensor-Based Mixed Reality Learning Environment Using Deep Learning5
Systemwide Planning with a Branch-and-Price Algorithm for Pavement-Marking Assessment Data Collection via the Mobile Retroreflectivity Unit Routing Model5
An Infrastructure-Less Emergency Communication System: A Blockchain-Based Framework5
Quantification and Evaluation of Roughness of Initial Support Using Terrestrial Laser Scanning5
Fusion of Convolution Neural Network and Visual Transformer for Lithology Identification Using Tunnel Face Images5
Impact of VR-Based Training on Human–Robot Interaction for Remote Operating Construction Robots4
Structural Deterioration Knowledge Ontology towards Physics-Informed Machine Learning for Enhanced Bridge Deterioration Prediction4
HangCon: Benchmark Data Set for Enhanced Detection of Hanging Objects in Construction Sites4
Deep-Learning Domain Adaptation to Improve Generalizability across Subjects and Contexts in Detecting Construction Workers’ Stress from Biosignals4
Monocular Vision–Enabled 3D Truck Reconstruction: A Novel Optimization Approach Based on Parametric Modeling and Graphics Rendering4
Adapting Public Annotated Data Sets and Low-Quality Dash Cameras for Spatiotemporal Estimation of Traffic-Related Air Pollution: A Transfer-Learning Approach4
Multilabel CNN Model for Asphalt Distress Classification4
Bilevel Thresholding–Based Iterative Analysis for Building-Surface Damage Detection in a Postearthquake Environment4
Multilevel Genetic Algorithm–Based Acoustic–Elastodynamic Imaging of Coupled Fluid–Solid Media to Detect an Underground Cavity4
Real-Time Damage Detection in Building Structures Using Model-Based Adaptive Control Approach4
Submodel Comparison Method Based on IFC File Content3
Deep Learning–Based Named Entity Recognition and Resolution of Referential Ambiguities for Enhanced Information Extraction from Construction Safety Regulations3
Erratum for “MPI Parallel Monte Carlo Framework for the Reliability Analysis of Highway Bridges”3
Automatic Pixel-Level Segmentation of Multiple Pavement Distresses and Surface Design Features with PDSNet II3
Federated Data Modeling for Built Environment Digital Twins3
Evaluation of the Temperature Segregation of the Asphalt Mixture Transportation Process by Intelligent Control Technology for Energy Efficient Utilization3
Multiple Camera-Based Digital Twin Creation and Dynamic Earthquake Simulation of Historical Masonry Minarets3
Erratum for “Framework for Developing IFC-Based 3D Documentation from 2D Bridge Drawings” by Temitope Akanbi and Jiansong Zhang3
Automating Pipe Spool Fabrication Shop Scheduling for Modularized Industrial Construction Projects Using Reinforcement Learning3
Hierarchical Representation and Deep Learning–Based Method for Automatically Transforming Textual Building Codes into Semantic Computable Requirements3
Evolutionary Polynomial Regression Algorithm Enhanced with a Robust Formulation: Application to Shear Strength Prediction of RC Beams without Stirrups3
Evaluating Road Crack Segmentation Performance in Participatory Sensing: An Exploration of Alternative Metrics3
Real-Time Struck-By Hazards Detection System for Small- and Medium-Sized Construction Sites Based on Computer Vision Using Far-Field Surveillance Videos3
Advanced Crack Detection in Reinforced Autoclaved Aerated Concrete Using Generative Data Augmentation and Enhanced Segmentation3
Cost-Effective Pavement Friction Management Using Machine Learning3
Analyzing Schedule Dependency and Sequencing Changes for Robotic Construction Using Graph Analysis3
Understanding Construction Workers’ Risk Perception Using Neurophysiological Responses3
Automated FHWA Vehicle Classification Using Combined Semantic and Geometric Features Extracted from Surveillance Videos3
Automatic Identification of Idling Reasons in Excavation Operations Based on Excavator–Truck Relationships3
Improved Bat Algorithm Based on Doppler Effect for Optimal Design of Special Truss Structures3
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