Faculty

Institution

Unit

Venue

Stephen Ritchie

Chancellor's Professor Director

University of California, Irvine

Affiliations

the Henry Samueli School of Engineering

Department of Civil and Environmental Engineering

Stephen Ritchie is currently serving as a Civil And Environmental Engineering Chancellor's Professor Director at University of California, Irvine.

Honors

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Experiences

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Education

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Stephen Ritchie

University of California, Irvine

Chancellor's Professor Director

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transportation engineering transportation research systems engineering logistics engineering vehicular technology machine learning traffic management transport infrastructure applied mathematics traffic engineering transport economics transportation system management transportation systems computer vision transportation planning transport sector civil engineering pattern recognition artificial intelligence intelligent systems infrastructure engineering travel research signal processing mobility automatic control transport geography tracking systems vehicle technology vehicle reidentification data security classification method transportation policy object tracking transport accident artificial neural networks alameda corridor knowledge-based systems data privacy intelligent vehicles image classification road traffic safety vehicle localization data anonymization real-time control automotive security transport network analysis freeway incident detection traffic system performance kinematic wave model reliability engineering machine vision engineering optimization driver behavior traffic simulation urban health state estimation performance measurement automatic identification incident management real-time systems real-time monitoring spatial economics neural network-based methodology inductive loop detectors neural classifiers united states truck body classification inductive signature data traffic congestion management major freight corridor section-related measures incident detection bayesian analysis system safety knowledge management transportation systems engineering real-time modeling

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Deep Learning Approach for Drayage Truck Identification Using Inductive Loops. (2024)

Yiqiao LiAndre TokStephen G. Ritchie

machine learninglogisticsinductive loopsdrayage truck identificationelectrical engineeringdeep learning

Fleet Operator Perspectives on Alternative Fuels for Heavy-Duty Vehicles. Transport Policy (2024)

Youngeun BaeCraig R. RindtSuman Kumar MitraStephen G. Ritchie

transportation engineeringtransport economicsengineeringtransportation policyfleet operator perspectivesheavy-duty vehicles

Real-Time Truck Characterization System: A Pilot Implementation of the Freight Mobility Living Laboratory (Fml2). Transportation Research Interdisciplinary Perspectives (2024)

Yiqiao LiAndre Y.C. TokGuoliang FengStephen G. Ritchie

transportation engineeringfreight mobilitysystems engineeringtransportation researchprototype implementationpilot implementation

Fleet Operator Perspectives on Heavy-Duty Vehicle Alternative Fueling Infrastructure. Transportation Research Record Journal of the Transportation Research Board (2023)

Youngeun BaeCraig Ross RindtSuman Kumar MitraStephen G. Ritchie

transportation engineeringsystems engineeringtransport economicstransportation researchtransport sectorlogisticstransport infrastructurefleet managementfleet operator perspectives

Intelligent Transportation Systems. International Journal of Research in Advanced Engineering and Technology (2023)

Faghri, Ardeshir

systems engineeringpervasive computingvehicular technologycomputer scienceintelligent systemsartificial intelligenceelectrical engineering

Lidar Vehicle Point Cloud Reconstruction Framework for Axle-Based Classification. IEEE Sensors Journal (2023)

Yiqiao LiAndre Y. C. TokZhe SunStephen G. RitchieKoti Reddy Allu

systems engineeringsensor designsensor technologyvehicular technologyaxle-based classificationsensorsaerospace engineeringintelligent vehiclescomputer visionremote sensinginstrumentationpoint cloudsmachine visionpoint cloud processingwireless sensor systemselectrical engineeringdeep learning

A Dense Background Representation Method for Traffic Surveillance Based on Roadside Lidar. Optics and Lasers in Engineering (2022)

Yingji XiaZhe SunAndre TokStephen Ritchie

pattern recognitionbeam opticstransportation engineeringsystems engineeringengineeringphotonicsengineering sciencetraffic engineeringvehicular technologylaser sciencemachine learningroadside lidarapplied physicstraffic surveillancelaser processing technologyoptical engineeringcomputer vision

Factors Influencing Alternative Fuel Adoption Decisions in Heavy-Duty Vehicle Fleets. Transportation Research Part D Transport and Environment (2022)

Youngeun BaeSuman Kumar MitraCraig R. RindtStephen G. Ritchie

alternative fuelstransportation engineeringtransport economicseconomicstransportation researchheavy-duty vehicle fleets

Understanding and Modeling the Impacts of Covid-19 on Freight Trucking Activity. Springer tracts on transportation and traffic (2022)

Yiqiao LiAndre TokGuoliang FengStephen G. Ritchie

covid-19transportation engineeringtransport economicseconomicstraffic managementtransportation researcheconomic modellingtraffic modelslogisticsfreight trucking activitytransport modellingmodeling and simulation

A Deep Ensemble Neural Network Approach for Fhwa Axle-Based Vehicle Classification Using Advanced Single Inductive Loops. (2021)

Yiqiao LiAndre TokStephen Ritchie

systems engineeringengineeringmachine learningmachine intelligencedeep learningmechanical engineering

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Stephen Ritchie

Chancellor's Professor Director

University of California, Irvine

Affiliations

the Henry Samueli School of Engineering

Department of Civil and Environmental Engineering

Stephen Ritchie is currently serving as a Civil And Environmental Engineering Chancellor's Professor Director at University of California, Irvine.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Stephen Ritchie

University of California, Irvine

Chancellor's Professor Director

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Deep Learning Approach for Drayage Truck Identification Using Inductive Loops. (2024)

Yiqiao LiAndre TokStephen G. Ritchie

machine learninglogisticsinductive loopsdrayage truck identificationelectrical engineeringdeep learning

Fleet Operator Perspectives on Alternative Fuels for Heavy-Duty Vehicles. Transport Policy (2024)

Youngeun BaeCraig R. RindtSuman Kumar MitraStephen G. Ritchie

transportation engineeringtransport economicsengineeringtransportation policyfleet operator perspectivesheavy-duty vehicles

Real-Time Truck Characterization System: A Pilot Implementation of the Freight Mobility Living Laboratory (Fml2). Transportation Research Interdisciplinary Perspectives (2024)

Yiqiao LiAndre Y.C. TokGuoliang FengStephen G. Ritchie

transportation engineeringfreight mobilitysystems engineeringtransportation researchprototype implementationpilot implementation

Fleet Operator Perspectives on Heavy-Duty Vehicle Alternative Fueling Infrastructure. Transportation Research Record Journal of the Transportation Research Board (2023)

Youngeun BaeCraig Ross RindtSuman Kumar MitraStephen G. Ritchie

transportation engineeringsystems engineeringtransport economicstransportation researchtransport sectorlogisticstransport infrastructurefleet managementfleet operator perspectives

Intelligent Transportation Systems. International Journal of Research in Advanced Engineering and Technology (2023)

Faghri, Ardeshir

systems engineeringpervasive computingvehicular technologycomputer scienceintelligent systemsartificial intelligenceelectrical engineering

Lidar Vehicle Point Cloud Reconstruction Framework for Axle-Based Classification. IEEE Sensors Journal (2023)

Yiqiao LiAndre Y. C. TokZhe SunStephen G. RitchieKoti Reddy Allu

A Dense Background Representation Method for Traffic Surveillance Based on Roadside Lidar. Optics and Lasers in Engineering (2022)

Yingji XiaZhe SunAndre TokStephen Ritchie

Factors Influencing Alternative Fuel Adoption Decisions in Heavy-Duty Vehicle Fleets. Transportation Research Part D Transport and Environment (2022)

Youngeun BaeSuman Kumar MitraCraig R. RindtStephen G. Ritchie

alternative fuelstransportation engineeringtransport economicseconomicstransportation researchheavy-duty vehicle fleets

Understanding and Modeling the Impacts of Covid-19 on Freight Trucking Activity. Springer tracts on transportation and traffic (2022)

Yiqiao LiAndre TokGuoliang FengStephen G. Ritchie

A Deep Ensemble Neural Network Approach for Fhwa Axle-Based Vehicle Classification Using Advanced Single Inductive Loops. (2021)

Yiqiao LiAndre TokStephen Ritchie

systems engineeringengineeringmachine learningmachine intelligencedeep learningmechanical engineering

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2
3
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5
14
10 / page

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