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Large-Scale Freeway Traffic Flow Estimation Using Crowdsourced Data: A Case Study in Arizona

Cottam, Adrian / Li, Xiaofeng / Ma, Xiaobo et al. | ASCE | 2024

Keywords: Machine learning

SHapley Additive exPlanations for Explaining Artificial Neural Network Based Mode Choice Models

Koushik, Anil / Manoj, M. / Nezamuddin, N. | Springer Verlag | 2024

Keywords: Deep learning , Machine learning

Exploring the contributions of Ebike ownership, transit access, and the built environment to car ownership in a developing city

Sun, Shan / Guo, Liang / Yang, Shuo et al. | Elsevier | 2024

Keywords: Machine learning

Data-Driven Method for Real-Time Reconstruction of the Structural Displacement Field

Yan, Jun / Du, Hongze / Bu, Yufeng et al. | ASCE | 2024

Keywords: Deep learning

Expressway Traffic Incident Detection Using a Deep Learning Approach Based on Spatiotemporal Features with Multilevel Fusion

Qu, Qikai / Shen, Yongjun / Yang, Miaomiao et al. | ASCE | 2024

Keywords: Deep learning

Detecting anomalous commuting patterns: Mismatch between urban land attractiveness and commuting activities

Tong, Zhaomin / Zhang, Ziyi / An, Rui et al. | Elsevier | 2024

Keywords: Machine learning model

What Lies behind Idle Connection Time in Fast-Charging Public Stations: Evidence from Changshu, China

Zhou, Xizhen / Ding, Xueqi / Ji, Yanjie | ASCE | 2024

Keywords: Machine learning

Built environment influences commute mode choice in a global south megacity context: Insights from explainable machine learning approach

Ashik, F.R. / Sreezon, A.I.Z. / Rahman, M.H. et al. | Elsevier | 2024

Keywords: Machine learning

Real-Time Optimization of Urban Rail Transit Train Scheduling via Advantage Actor–Critic Deep Reinforcement Learning

Wen, Longhui / Zhou, Wei / Liu, Jiajun et al. | ASCE | 2024

Keywords: Deep reinforcement learning

Deciphering urban bike-sharing patterns: An in-depth analysis of natural environment and visual quality in New York's Citi bike system

Gong, Wenjing / Rui, Jin / Li, Tianyu | Elsevier | 2024

Keywords: Machine learning

Application of machine learning models to predict driver left turn destination lane choice behavior at urban intersections

Free access

Mohammed Moinuddin / Logan Proffer / Matthew Vechione et al. | DOAJ | 2024

Keywords: Applied Machine Learning

A state-of-the-art survey of deep learning models for automated pavement crack segmentation

Free access

Hongren Gong / Liming Liu / Haimei Liang et al. | DOAJ | 2024

Keywords: Deep learning

Unsupervised Approach to Investigate Urban Traffic Crashes Based on Crash Unit, Crash Severity, and Manner of Collision

Maniei, Farzin / Mattingly, Stephen P. | ASCE | 2024

Keywords: Unsupervised learning

An adaptive agent-based approach for instant delivery order dispatching: Incorporating task buffering and dynamic batching strategies

Free access

Miaojia Lu / Xinyu Yan / Shadi Sharif Azadeh et al. | DOAJ | 2024

Keywords: Deep reinforcement learning

Identification of optimal locations of adaptive traffic signal control using heuristic methods

Free access

Tanveer Ahmed / Hao Liu / Vikash V. Gayah | DOAJ | 2024

Keywords: Population based incremental learning

Unveiling the influential factors for customized bus service reopening from naturalistic observations in Shanghai

Free access

Yu Shen / Chenlong Xu / Shengchuan Jiang et al. | DOAJ | 2024

Keywords: Explainable machine learning

Real-time risk assessment of aircraft landing based on finite element-virtual prototype-machine learning co-simulation on wet runways

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Xingyi Zhu / Yanan Wu / Yang Yang et al. | DOAJ | 2024

Keywords: Machine learning

Enhancing Vibration-based Damage Assessment with 1D-CNN: Parametric Studies and Field Applications

Park, Soyeon / Kim, Sunjoong | Springer Verlag | 2024

Keywords: Deep Learning

Machine Learning Based Compressive Strength Prediction Model for CFRP-confined Columns

Yu, Yong / Hu, Tianyu | Springer Verlag | 2024

Keywords: Machine learning

Modelling Uncertainties and Sensitivity Analysis of Landslide Susceptibility Prediction under Different Environmental Factor Connection Methods and Machine Learning Models

Huang, Faming / Xiong, Haowen / Zhou, Xiaoting et al. | Springer Verlag | 2024

Keywords: Machine learning

Crack Detection of the Urban Underground Utility Tunnel Based on Residual Feature Pyramid Attention Network

Zhou, Yuan / Li, Chengwei / Wang, Shoubin et al. | Springer Verlag | 2024

Keywords: Residual learning

Effectiveness of an Immersive VR System for Construction Site Planning Education

Wang, Kun-Chi / Hsu, Liang-Yu | Springer Verlag | 2024

Keywords: Learning effect evaluation

Sequential Prediction of the TBM Tunnelling Attitude Based on Long-Short Term Memory with Mechanical Movement Principle

Wang, Ruirui / Xiao, Yuhang / Guo, Qian et al. | Springer Verlag | 2024

Keywords: Deep learning

Framework of Big Data and Deep Learning for Simultaneously Solving Space Allocation and Signal Timing Problem

Assi, Khaled / Ratrout, Nedal / Nemer, Ibrahim et al. | ASCE | 2023

Keywords: Machine learning , Deep learning

Disaster Risk Mapping from Aerial Imagery Using Deep Learning Techniques

Jena, Amit Kumar / Potru, Sai Sudhamsa / Balaji, Deepak Raghavan et al. | Springer Verlag | 2023

Keywords: Deep learning , Ensemble learning , Transfer learning

Combatting the mismatch: Modeling bike-sharing rental and return machine learning classification forecast in Seoul, South Korea

Choi, Seung Jun / Jiao, Junfeng / Lee, Hye Kyung et al. | Elsevier | 2023

Keywords: Machine learning

Condition assessment of high-speed railway track structure based on sparse Bayesian extreme learning machine and Bayesian hypothesis testing

Wang, Senrong / Gao, Jingze / Lin, Chao et al. | Taylor & Francis Verlag | 2023

Keywords: sparse bayesian learning , extreme learning machine

The impacts of visual street environments on obesity: The mediating role of walking behaviors

Kim, Ji-Il / Yu, Chia-Yuan / Woo, Ayoung | Elsevier | 2023

Keywords: Deep learning

Ensemble-based Deep Learning Approach for Performance Improvement of BIM Element Classification

Yu, Young Su / Kim, Si Hyun / Lee, Won Bok et al. | Springer Verlag | 2023

Keywords: Deep learning , Ensemble learning

Online maximization of extracted energy in sea wave energy converters using temporal-difference learning

Khaleghi, Sadegh / Moghaddam, Reihaneh Kardehi / Sistani, Mohammadbagher Naghibi | SAGE Publications | 2023

Keywords: Temporal difference learning

Analyzing spatial heterogeneity of ridesourcing usage determinants using explainable machine learning

Zhang, Xiaojian / Zhou, Zhengze / Xu, Yiming et al. | Elsevier | 2023

Keywords: Explainable machine learning

Examining the non-linear effects of transit accessibility on daily trip duration: A focus on the low-income population

Tao, Sui / Cheng, Long / He, Sylvia et al. | Elsevier | 2023

Keywords: Machine-learning

Suppression of Roll Oscillations of a Canard-Configuration Model Using Fluid Effector and Reinforcement Learning

Dong, Yizhang / Shi, Zhiwei / Chen, Kun et al. | ASCE | 2023

Keywords: Reinforcement learning

Exploring nonlinear and collective influences of regional and local built environment characteristics on travel distances by mode

Tao, Tao / Cao, Jason | Elsevier | 2023

Keywords: Machine learning

Seismic Acceleration Estimation Method at Arbitrary Position Using Observations and Machine Learning

Lee, Kyeong Seok / Ahn, Jin-Hee / Park, Hae-Yong et al. | Springer Verlag | 2023

Keywords: Machine-learning regression , Supervised learning

Data-driven interpretation on interactive and nonlinear effects of the correlated built environment on shared mobility

Gao, Kun / Yang, Ying / Gil, Jorge et al. | Elsevier | 2023

Keywords: Interpretable machine learning

Deep Learning-Based Improved Automatic Building Extraction from Open-Source High Resolution Unmanned Aerial Vehicle (UAV) Imagery

Maniyar, Chintan B. / Kumar, Minakshi | Springer Verlag | 2023

Keywords: Transfer learningTransfer learning

An origin-destination level analysis on the competitiveness of bike-sharing to underground using explainable machine learning

Lv, Huitao / Li, Haojie / Chen, Yanlu et al. | Elsevier | 2023

Keywords: Machine learning

Using supervised machine learning algorithms in pavement degradation monitoring

Free access

Amir Shtayat / Sara Moridpour / Berthold Best et al. | DOAJ | 2023

Keywords: Machine Learning

Driver Maneuver Detection and Analysis Using Time Series Segmentation and Classification

Aboah, Armstrong / Adu-Gyamfi, Yaw / Gursoy, Senem Velipasalar et al. | ASCE | 2023

Keywords: Machine learning

A fault diagnosis framework for rotating machinery of marine equipment: A semi-supervised learning framework based on contractive stacked autoencoder

Pan, Penghao / Zhao, Dong / Li, Yueyang | SAGE Publications | 2023

Keywords: semi-supervised learning

A deep learning method for the prediction of 6-DoF ship motions in real conditions

Free access

Zhang, Mingyang / Taimuri, Ghalib / Zhang, Jinfen et al. | SAGE Publications | 2023

Keywords: deep learning

Research on fault prediction of marine diesel engine based on attention-LSTM

Liu, Yi / Gan, Huibing / Cong, Yujin et al. | SAGE Publications | 2023

Keywords: deep learning

Examining non-linear relationship between streetscape features and propensity of walking to school in Hong Kong using machine learning techniques

Wu, Fangning / Li, Wenjing / Qiu, Waishan | Elsevier | 2023

Keywords: Machine learning

Automatic clustering-based approach for train wheels condition monitoring

Mosleh, Araliya / Meixedo, Andreia / Ribeiro, Diogo et al. | Taylor & Francis Verlag | 2023

Keywords: Machine learning

Deep hybrid learning framework for spatiotemporal crash prediction using big traffic data

Free access

Mohammad Tamim Kashifi / Mohammed Al-Turki / Abdul Wakil Sharify | DOAJ | 2023

Keywords: Deep Hybrid Learning

How the built environment affects E-scooter sharing link flows: A machine learning approach

Jin, Scarlett T. / Wang, Lei / Sui, Daniel | Elsevier | 2023

Keywords: Machine learning

Traffic Order Analysis of Intersection Entrance Based on Aggressive Driving Behavior Data Using CatBoost and SHAP

Zhao, Xiaohua / Qi, Hang / Yao, Ying et al. | ASCE | 2023

Keywords: Machine learning

Hierarchical Driving Strategy for Connected and Autonomous Vehicles Making a Protected Left Turn at Signalized Intersections

Du, Danfeng / Shen, Mingyu / Guo, Xiurong et al. | ASCE | 2023

Keywords: Deep reinforcement learning (DRL)

Adaptive Prescribed-Time Tracking Control of Spacecraft with Deferred Full-State Constraints

Li, Jun / Huang, Ziyang / Huang, Bing | ASCE | 2023

Keywords: Minimum-learning-parameter (MLP)

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