An improved fuzzy neural network for traffic speed prediction considering periodic characteristic J Tang, F Liu, Y Zou, W Zhang, Y Wang IEEE Transactions on Intelligent Transportation Systems 18 (9), 2340-2350, 2017 | 365 | 2017 |
Lane-changes prediction based on adaptive fuzzy neural network J Tang, F Liu, W Zhang, R Ke, Y Zou Expert systems with applications 91, 452-463, 2018 | 202 | 2018 |
Statistical and machine-learning methods for clearance time prediction of road incidents: A methodology review J Tang, L Zheng, C Han, W Yin, Y Zhang, Y Zou, H Huang Analytic methods in accident research 27, 100123, 2020 | 123 | 2020 |
A space–time diurnal method for short-term freeway travel time prediction Y Zou, X Zhu, Y Zhang, X Zeng Transportation Research Part C: Emerging Technologies 43, 33-49, 2014 | 103 | 2014 |
Application of finite mixture of negative binomial regression models with varying weight parameters for vehicle crash data analysis Y Zou, Y Zhang, D Lord Accident Analysis & Prevention 50, 1042-1051, 2013 | 103 | 2013 |
Google Earth elevation data extraction and accuracy assessment for transportation applications Y Wang, Y Zou, K Henrickson, Y Wang, J Tang, BJ Park PloS one 12 (4), e0175756, 2017 | 95 | 2017 |
Taxi trips distribution modeling based on Entropy-Maximizing theory: A case study in Harbin city—China J Tang, S Zhang, X Chen, F Liu, Y Zou Physica A: Statistical Mechanics and its Applications 493, 430-443, 2018 | 86 | 2018 |
The Poisson inverse Gaussian (PIG) generalized linear regression model for analyzing motor vehicle crash data L Zha, D Lord, Y Zou Journal of Transportation Safety & Security 8 (1), 18-35, 2016 | 80 | 2016 |
Modeling over-dispersed crash data with a long tail: examining the accuracy of the dispersion parameter in negative binomial models Y Zou, L Wu, D Lord Analytic Methods in Accident Research 5, 1-16, 2015 | 74 | 2015 |
Empirical Bayes estimates of finite mixture of negative binomial regression models and its application to highway safety Y Zou, JE Ash, BJ Park, D Lord, L Wu Journal of Applied Statistics 45 (9), 1652-1669, 2018 | 73 | 2018 |
Analyzing different functional forms of the varying weight parameter for finite mixture of negative binomial regression models Y Zou, Y Zhang, D Lord Analytic methods in accident research 1, 39-52, 2014 | 67 | 2014 |
Short-term speed prediction using remote microwave sensor data: machine learning versus statistical model H Jiang, Y Zou, S Zhang, J Tang, Y Wang Mathematical Problems in Engineering 2016, 2016 | 66 | 2016 |
Assessing the agreement among pavement condition indexes NG Gharaibeh, Y Zou, S Saliminejad Journal of Transportation Engineering 136 (8), 765-772, 2010 | 65 | 2010 |
Evaluation of short-term freeway speed prediction based on periodic analysis using statistical models and machine learning models X Yang, Y Zou, J Tang, J Liang, M Ijaz Journal of Advanced Transportation 2020, 2020 | 63 | 2020 |
A semi-nonparametric Poisson regression model for analyzing motor vehicle crash data X Ye, K Wang, Y Zou, D Lord PloS one 13 (5), e0197338, 2018 | 61 | 2018 |
Application of finite mixture models for analysing freeway incident clearance time Y Zou, K Henrickson, D Lord, Y Wang, K Xu Transportmetrica A: Transport Science 12 (2), 99-115, 2016 | 60 | 2016 |
Hybrid short-term freeway speed prediction methods based on periodic analysis Y Zou, X Hua, Y Zhang, Y Wang Canadian Journal of Civil Engineering 42 (8), 570-582, 2015 | 57 | 2015 |
Missing data imputation for traffic flow based on combination of fuzzy neural network and rough set theory J Tang, X Zhang, W Yin, Y Zou, Y Wang Journal of Intelligent Transportation Systems 25 (5), 439-454, 2021 | 53 | 2021 |
Travel time estimation using freeway point detector data based on evolving fuzzy neural inference system J Tang, Y Zou, J Ash, S Zhang, F Liu, Y Wang PloS one 11 (2), e0147263, 2016 | 52 | 2016 |
Flexible and robust method for missing loop detector data imputation K Henrickson, Y Zou, Y Wang Transportation Research Record 2527 (1), 29-36, 2015 | 52 | 2015 |