Journal of Infrastructure Systems

Article	Citations
Data Analytics in Asset Management: Cost-Effective Prediction of the Pavement Condition Index	142
Smart Infrastructure: A Vision for the Role of the Civil Engineering Profession in Smart Cities	72
Using Machine Learning to Examine Impact of Type of Performance Indicator on Flexible Pavement Deterioration Modeling	64
Bridge Infrastructure Asset Management System: Comparative Computational Machine Learning Approach for Evaluating and Predicting Deck Deterioration Conditions	62
Characterizing the Performance of Interstate Flexible Pavements Using Artificial Neural Networks and Random Parameters Regression	48
Measuring the Topological Robustness of Transportation Networks to Disaster-Induced Failures: A Percolation Approach	38
Network-Level Risk-Based Framework for Optimal Bridge Adaptation Management Considering Scour and Climate Change	37
Performance Analysis of Alternative Contracting Methods for Highway Construction Projects: Case Study for Iran	33
Critical Failure Drivers in International Water PPP Projects	31
Study of the Factors Affecting Road Roughness Measurement Using Smartphones	29
Infrastructure Interdependencies: Opportunities from Complexity	26
Public–Private Partnership Risks in Conflict Zones and Solutions: Case Study for Afghanistan	25
Preparing Road Infrastructure to Accommodate Connected and Automated Vehicles: System-Level Perspective	25
Past and Present Design Practices and Uncertainty in Climate Projections are Challenges for Designing Infrastructure to Future Conditions	23
Measurement and Analysis of Urban Infrastructure and Its Effects on Urbanization in China	23
Wavelet-Entropy Approach for Detection of Bridge Damages Using Direct and Indirect Bridge Records	22
Resilience Modeling of Interdependent Traffic-Electric Power System Subject to Hurricanes	22
Time-Dependent Resilience Assessment of Seismic Damage and Restoration of Interdependent Lifeline Systems	21
Risk-Based Multilevel Methodology to Stress Test Critical Infrastructure Systems	20
Integrated Framework for Assessment of Time-Variant Flood Fragility of Bridges Using Deep Learning Neural Networks	19
Reduce, Reuse, Resilient? Life-Cycle Seismic and Environmental Performance of Buildings with Alternative Concretes	19
Image Retraining Using TensorFlow Implementation of the Pretrained Inception-v3 Model for Evaluating Gravel Road Dust	18
Comparative Analysis of Markovian Methodologies for Modeling Infrastructure System Performance	18
Asset Management Framework for Integrated Municipal Infrastructure	17
Automated Anomaly Detection and Localization in Sewer Inspection Videos Using Proportional Data Modeling and Deep Learning–Based Text Recognition	17

Effect of Residential Building Wind Retrofits on Social and Economic Community-Level Resilience Metrics	16
Rapid Surface Damage Detection Equipment for Subway Tunnels Based on Machine Vision System	15
Machine-Learning–Based Risk Assessment Method for Leak Detection and Geolocation in a Water Distribution System	15
Evaluating the Impact of Infrastructure Interdependencies on the Emergency Services Sector and Critical Support Functions Using an Expert Opinion Survey	14
State-of-the-Art Review of Urban Rail Transit Public–Private Partnerships	14
Quantitative Assessment of Alkali-Activated Materials: Environmental Impact and Property Assessments	14
Key Decision-Making Factors Influencing Bundling Strategies: Analysis of Bundled Infrastructure Projects	13
Combining Machine Learning and Survival Statistics to Predict Remaining Service Life of Watermains	13
Design of a Multiperiod Tradable Credit Scheme under Vehicular Emissions Caps and Traveler Heterogeneity in Future Credit Price Perception	13
Modeling Interaction of Emergency Inspection Routing and Restoration Scheduling for Postdisaster Resilience of Highway–Bridge Networks	12
Rethinking Risk Propagation Mechanism in Public–Private Partnership Projects: Network Perspective	12
Economic Impact Assessment of Severe Weather–Induced Power Outages in the US	12
Public Infrastructure Procurement: Detecting Collusion in Capped First-Priced Auctions	12
Measuring Transportation Infrastructure Resilience: Case Study with Amtrak	11
Model for Estimating the Impact of Interdependencies on System Recovery	11
Life-Cycle Cost Analysis of Deteriorating Civil Infrastructures Incorporating Social Sustainability	11
Hindcasting the Functional Loss and Restoration of the Napa Water System Following the 2014 Earthquake Using Discrete-Event Simulation	11
Evaluating the Effectiveness of Strategies for Extirpating Corrupt Practices in Infrastructure Project Procurement	10
CLARC: An Artificial Community for Modeling the Effects of Extreme Hazard Events on Interdependent Civil and Social Infrastructure Systems	10
Impact of Contractual Flexibility on BIM-Enabled PPP Project Performance during the Construction Phase	10
Emergency Decision-Making System for the Large-Scale Infrastructure: A Case Study of the South-to-North Water Diversion Project	10
Beyond Chatter: Profiling Community Discussion Networks in Urban Infrastructure Projects	10
Fuzzy Reliability and Risk-Based Maintenance of Buried Pipelines Using Multiobjective Optimization	9
Multivariable Proportional Hazards-Based Probabilistic Model for Bridge Deterioration Forecasting	9
Network-Level Bridge Deterioration Prediction Models That Consider the Effect of Maintenance and Rehabilitation	9
Preliminary Attempt toward Better Understanding the Impact of Distributed Energy Generation: An Agent-Based Computational Economics Approach	9
Multihazard Scenarios for Regional Seismic Risk Assessment of Spatially Distributed Infrastructure	9
Modeling Cost Impacts and Adaptation of Freeze–Thaw Climate Change on a Porous Asphalt Road Network	9
Coupled Continuous-Time Markov Chain–Bayesian Network Model for Dam Failure Risk Prediction	9
Urban Toll Highway Concession System in Santiago, Chile: Lessons Learned after 15 Years	9
Evaluating the Corruption Susceptibility Index of Infrastructure Procurement and Management in the Developed Context: The Case of Hong Kong	9
Mere Nuisance or Growing Threat? The Physical and Economic Impact of High Tide Flooding on US Road Networks	8
Considerations for Studying the Impacts of COVID-19 and Other Complex Hazards on Drinking Water Systems	8
Current Status of Public–Private Partnership Research: Academia Fails to Provide Added Value for Industry	8
Assessing Pavement Friction Need for Safe Integration of Autonomous Vehicles into Current Road System	8
Reliability Assessment of Water Distribution Networks Using Minimum Cut Set Analysis	8
Bayesian Survival Analysis for US Concrete Highway Bridge Decks	8
Analyzing Configurational Paths for Successful PPPs in Indian Urban Drinking Water Sector	8
Investment Valuation of Underground Freight Transportation Systems under Uncertainty	7
PPP Development and Governance in Latin America: Analysis of Brazilian State PPP Units	7
Seismic Rehabilitation Optimization of Water Pipe Networks Considering Spatial Variabilities of Demand Criticalities and Seismic Ground Motion Intensities	7
The Determinants of Time Overruns in Portuguese Public Projects	7
Automated Detection and Characterization of Cracks on Concrete Using Laser Scanning	7
Proactive Operations and Investment Planning via Stochastic Optimization to Enhance Power Systems’ Extreme Weather Resilience	7
Investigating Efficiency Utilizing Data Envelopment Analysis: Case Study of Shipyards	7
Real Option Valuation of Flexibility in Operation and Maintenance Contracts of Water Pipelines Based on Reliability Analysis	7
Assessing the Policy Provisions and Institutional Behavioral Factors Influencing Rail Infrastructure Financing in Developing Countries	7
Robust Design of Electric Charging Infrastructure Locations under Travel Demand Uncertainty and Driving Range Heterogeneity	7
Applied Financial Metrics to Measure Interdependencies in a Waterway Infrastructure System	7
Developing Automation Adoption Readiness Index for Quality Management Focused on Highway Construction	7

A Reinforcement Learning Method for Multiasset Roadway Improvement Scheduling Considering Traffic Impacts	7
Locomotive Model for International Competitive Advantages Paths of High-Speed Railway Contractors	7
Performance Evaluation of Pipe Break Machine Learning Models Using Datasets from Multiple Utilities	6
Pavement Maintenance Threshold Detection and Network-Level Rutting Prediction Model Based on Finnish Road Data	6
Household Adaptations to Infrastructure System Service Interruptions	6
Smart Data Management of Urban Infrastructure Using Geographic Information Systems	6
Prioritizing Road Network Restorative Interventions Using a Discrete Particle Swarm Optimization	6
Predicting Bicycle Pavement Ride Quality: Sensor-Based Statistical Model	6
Simplified Exhaustive Search Approach for Estimating the Nonhomogeneous Transition Probabilities for Infrastructure Asset Management	6
Development of an Adaptive Solution to Increase Infrastructure System Resilience Based upon a Location-Allocation Methodology	6
Life Cycle Performance Measurement in Public–Private Partnership Infrastructure Projects	6
Conceptual and Numerical Analysis of Flexibility in Infrastructure Systems	6
Hybrid Method of Recovery: Combining Topology and Optimization for Transportation Systems	6
Emergency Response after Disaster Strikes: Agent-Based Simulation of Ambulances in New Windsor, NY	6
Electricity System Assessment and Adaptation to Rising Temperatures in a Changing Climate Using Washington Metro Area as a Case Study	5
Remote Structural Infrasound: Case Studies of Real-Time Infrastructure System Monitoring	5
Delivery of Transport Infrastructure Assets: Decision-Making Model to Ensure Value for Money	5
IRI Estimation Based on Pavement Distress Type, Density, and Severity: Efficacy of Machine Learning and Statistical Techniques	5
Water Distribution–Transportation Interface Connectivity Responding to Urban Geospatial Morphology	5
A Hybrid Recovery Strategy toward Sustainable Infrastructure Systems	5
Modeling Regional and Local Resilience of Infrastructure Networks Following Disruptions from Natural Hazards	5
Automated Framework to Audit Traffic Signs Using Remote Sensing Data	5
Community Capitals Framework for Linking Buildings and Organizations for Enhancing Community Resilience through the Built Environment	5
New Measure to Understand and Compare Bridge Conditions Based on Inspections Time-Series Data	5
Vulnerability Assessment of Community-Interdependent Infrastructure Network Based on PSDA	5
Bridge Infrastructure Management System: Autoencoder Approach for Predicting Bridge Condition Ratings	5
Accuracy of Drone-Based Surveys: Structured Evaluation of a UAS-Based Land Survey	5
Risk-Based Metanetwork Modeling for Sustainable Project Performance in International Construction	4
Subway Ridership: Accounting for Regional Variation across Land-Use and Socioeconomic Settings	4
Coopetition Strategies of International Joint Ventures for High-Speed Railway Projects	4
Developing a Sustainable Pavement Management Plan: Economics, Environment, and Social Equity	4
Modeling the Vulnerability and Resilience of Interdependent Transportation Networks under Multiple Disruptions	4
Practical Two-Stage Bottom-Up Approach with a New Optimization Objective for Infrastructure Maintenance Management	4
Flexible Planning for Intercity Multimodal Transport Infrastructure	4
Evaluation of the Consistency of Bridge Inspection Ratings in New York State	4
Estimating Extreme Event Resilience of Rail–Truck Intermodal Freight Networks: Methods, Models, and Case Study Application	4
Policies and Incentives for Promoting Distributed Solar Generation: Impact on Electric Power Infrastructure	4
Investing in Absorptive Capacity in Interdependent Infrastructure and Industry Sectors	4
Risk-Informed Decision-Making for Predisaster Risk Mitigation Planning of Interdependent Infrastructure Systems: Case Study of Jamaica	4
Triple Top Line–Based Sustainability Measure for Water Distribution Systems	4
Effect of Runtime on the Deterioration of HVAC Components in Building Services	4
Multiobjective Optimization Method for Pavement Segment Grouping in Multiyear Network-Level Planning of Maintenance and Rehabilitation	4
Model for Earthquake Damage Analysis in Lifeline Utility Systems with Consideration of Uncertainties	3
A Bootstrap-Based Integer Programming Algorithm for Budget Allocation in Pavement Management Systems	3
Optimal Sampling Locations to Reduce Uncertainty in Contamination Extent in Water Distribution Systems	3
Deep Reinforcement Learning–Enabled Bridge Management Considering Asset and Network Risks	3
Network Analytics for Infrastructure Asset Management Systemic Risk Assessment	3
Dynamic Resilience Quantification of Hydropower Infrastructure in Multihazard Environments	3
Parking Infrastructure Location Design and User Pricing in the Prospective Era of Autonomous Vehicle Operations	3
Governance Issues in PPP Procurement Options Analysis of Social Infrastructure: Case of Indian Waste Management Sector	3
Risk Assessment Method for High-Speed Railway Track Based on Dynamically Weighted Acceleration	3
Recommendations for Investing in Infrastructure at the Intersection of Resilience, Sustainability, and Equity	3
Postdisaster Recovery Planning for Interdependent Infrastructure Systems Prioritizing the Functionality of Healthcare Facilities	3
Accounting for Source Location on the Vulnerability Assessment of Water Distribution Network	3
Transportation Infrastructure Decision Flexibility in Response to Climate Change and Demand Uncertainties: The Mackenzie Valley Highway in Canada’s Northwest Territories	3
Automated Bridge Crack Detection Based on Improving Encoder–Decoder Network and Strip Pooling	3
Pavement Deterioration Modeling and Network-Level Pavement Management Using Continuous Deflection Measurements	3
Repositioning Shared Urban Personal Transport Units: Considerations of Travel Cost and Demand Uncertainty	3
National-Level Analysis of the Impact of Climate Change on Local Scour under Bridge Piers in Sweden	3
Determination of Postdisaster Restoration Programs for Road Networks Using a Double-Stage Optimization Approach	3
Role of Spatial Effect in Postdisaster Housing Recovery: Case Study of Hurricane Katrina	3
Digitalizing the Determination of Railway Infrastructure Intervention Programs: A Network Optimization Model	3
Factors Underpinning the Successful Return of Public–Private Partnership Projects to Public Authority: Assessing the Critical Success Factors of the Transfer Phase of Chinese Water Projects	3
Integrating the Risk of Climate Change into Transportation Asset Management to Support Bridge Network-Level Decision-Making	3
Enhanced Safety Performance Function for Highway Segments in Oklahoma	3
Policy Gradient–Based Focal Loss to Reduce False Negative Errors of Convolutional Neural Networks for Pavement Crack Segmentation	2
Impact of Overweight Traffic from Shale Gas Development on Pavement Damage Costs: Case Study in Louisiana	2
Deterioration of Flexible Pavements Induced by Flooding: Case Study Using Stochastic Monte Carlo Simulations in Discrete-Time Markov Chains	2
Hierarchical Approach for Assessing the Vulnerability of Roads and Bridges to Flooding in Massachusetts	2
Dynamic Network Flow Model for Power Grid Systemic Risk Assessment and Resilience Enhancement	2
Trends, Topics, Leaders, Influential Studies, and Future Challenges of Machine Learning Studies in the Rail Industry	2
Efficient Approach for Autonomous Facility Inspection Using UAV Images	2
Impact of Operational and Restoration Interdependencies on Cost and Disruptive Effect in Multilayered Infrastructure Networks	2
Impact of Highway Nonuser Revenue on Equity Ratio: Exploratory Analysis	2
Consequence of Failure Modeling for Water Pipeline Infrastructure Using a Hierarchical Ensemble Fuzzy Inference System	2
Integrated Planning of Operational Maintenance Programs for Water and Gas Distribution Networks	2
Life-Cycle Assessment of Deteriorating RC Bridges Using Artificial Neural Networks	2
CART Algorithm: A Data-Driven Approach to Automate Maintenance Selection in Pavement Management Systems	2
Numerical Model to Optimize Selection of Unpaved Roads for Dust Suppressing Chemical Treatments: Case Study	2
Interdependent Infrastructures as a Multiteam System: Enhancing Resilience	2

Impact of Sectoral Infrastructure on Export and Foreign Direct Investment Inflow: Evidence from Selected South Asian Economies by Applying a New Global Infrastructure Index	2
Performance Assessment of Deteriorating Bridge Channels in the Presence of Hurricane Failures: The Competing Risks Scenario	2
Infrastructure Resilience to Climate Change	2
Novel Index for Vulnerability Assessment of Flexible Pavement Infrastructure to Temperature Rise: Case Study of Developing Countries	2
Development of a Regulatory Mechanism for Key Stages in Public–Private Partnerships	2
Impact Assessment of Extreme Hydrometeorological Hazard Events on Road Networks	2
Intelligent Optimized Decision-Support System for Sewer Network Assets Improvement	2
Managing Participants’ Behaviors: A Framework to Improve the Process Efficiency of Transport Public-Private Partnerships	2
Performance Assessment of Oil Supply Chain Infrastructure Subjected to Hurricanes	2
Aggregate Spatial Analysis of Design Reliability to Sight Distance Requirements: Assessing Reliability of Transportation Infrastructure on a Network Level	2