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Auteur: Zachary Patterson
Type de publications: Articles publiés (RAC)
Année de début: 2021
Année de fin:
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Tri à l'intérieur de chaque année: Ordre alphabétique
Articles publiés (RAC)
Liu B., Widener M., Smith L. G., Farber S., Gesink D., Minaker L, Patterson Zachary, Larsen K., Gilliland J., Who's cooking tonight? A time-use study of coupled adults in Toronto, Canada, Time & Society, Vol. 31 (4), pp. 480-507, 20222
Naseri H., Waygood Owen D., Patterson Zachary, Household transportation lifecycle greenhouse gas emission prediction, Transportation Research Part D: Transport and Environment, Vol. 141, 104660, 2025
Pan L., Waygood Owen D., Patterson Zachary, Bus user itinerary choice: Can crowding information help shift riders?, Case Studies on Transport Policy, Vol. 19, 101375, 2025
Azoulay B., Patterson Zachary, Towards the Standardization of Reporting in Smartphone Travel Surveys: The Development and Application of the Smartphone Survey Reporting Guidelines (SSRGs), Transportation Research Procedia, Vol. 76, pp. 574-585, 2024
Meshkani S. M., Farazmand S., Bouguila N., Patterson Zachary, Innovative On-Demand Transit for First-Mile Trips: A Cutting-Edge Approach, Transportation Research Record: Journal of the Transportation Research Board, Vol. 2678 (11), 2024
Naseri H., Waygood Owen D., Patterson Zachary, Alousi-Jones M., Wang Bobin, Travel mode choice prediction: developing new techniques to prioritize variables and interpret black-box machine learning techniques, Transportation Planning & Technology, Vol. 48 (3), pp. 582-605, 2024
Naseri H., Waygood Owen D., Patterson Zachary, Wang Bobin, Which variables influence electric vehicle adoption?, Transportation, 2024
Naseri H., Waygood Owen D., Patterson Zachary, Wang Bobin, Who is more likely to buy electric vehicles?, Transport Policy, Vol. 155, pp. 15-28, 2024
Paul Sneha, Bouguila N., Patterson Zachary, FishSegSSL: A Semi-Supervised Semantic Segmentation Framework for Fish-Eye Images, Journal of Imaging, Vol. 10 (3), 71, 2024
Liu B., Widener M., Smith L. G., Farber S., Gesink D., Minaker L, Patterson Zachary, Larsen K., Gilliland J., Time-Geographic Project of Household Food Provision: Conceptualization and a Pilot Case Study, Annals of the American Association of Geographers, Vol. 113 (3), pp. 675-699, 2023
Naseri H., Waygood Owen D., Wang Bobin, Patterson Zachary, Interpretable Machine Learning Approach to Predicting Electric Vehicle Buying Decisions, Transportation Research Record: Journal of the Transportation Research Board, 2677(12), 704-717, 2023
Pan L., Waygood Owen D., Patterson Zachary, Public Transit Itinerary Choice Analysis Considering Various Incentives, Transportation Research Record: Journal of the Transportation Research Board, Vol. 2677 (11), 2023
Patterson Zachary, Bensmihen A., Hermanson G., The Multimodal Accessibility Target (MAT), Transportation Research Record: Journal of the Transportation Research Board, Vol. 2678 (1), 2023
Paul Sneha, Patterson Zachary, Bouguila N., DualMLP: a two-stream fusion model for 3D point cloud classification, The Visual Computer, Vol. 40, pp. 5435–5449, 2023
Rahmani S., Baghbani A., Bouguila N., Patterson Zachary, Graph Neural Networks for Intelligent Transportation Systems: A Survey, IEEE Transactions on Intelligent Transportation Systems, Vol. 24 (8), pp. 8846 - 8885, 2023
Wang Bobin, Waygood Owen D., Ji X., Naseri H., Loiselle A.L., Daziano R.A., Patterson Zachary, Feinberg M., How to effectively communicate about greenhouse gas emissions with different populations, Environmental Science & Policy, Volume 147, pp. 29-43, 2023
Badu-Marfo G., Farooq Bilal, Patterson Zachary, Composite Travel Generative Adversarial Networks for Tabular and Sequential Population Synthesis, IEEE Transactions on Intelligent Transportation Systems, Vol. 23 (10), pp. 17976-17985, 2022
Baghbani A., Bouguila N., Patterson Zachary, Short-Term Passenger Flow Prediction Using a Bus Network Graph Convolutional Long Short-Term Memory Neural Network Model, Transportation Research Record: Journal of the Transportation Research Board, Vol. 2677 (2), 2022
Baghdadi A., Manouchehri N., Patterson Zachary, Fan W., Bouguila N., Hierarchical Dirichlet and Pitman–Yor process mixtures of shifted-scaled Dirichlet distributions for proportional data modeling, Computational Intelligence, Vol. 38 (6), pp. 2095-2115, 2022
Laffont P., Waygood Owen D., Patterson Zachary, How Many Electric Vehicles Are Needed to Reach CO2 Emissions Goals? A Case Study from Montreal, Canada, Sustainability, Vol. 14 (3), pp. 1441, 2022
Liu B., Widener M., Smith L. G., Farber S., Minaker L, Patterson Zachary, Larsen K., Gilliland J., Disentangling Time Use, Food Environment, and Food Behaviors Using Multi-Channel Sequence Analysis, Geographical Analysis, Vol. 54(4), pp. 881-917, 2022
Naseri H., Waygood Owen D., Wang Bobin, Patterson Zachary, Application of Machine Learning to Child Mode Choice with a Novel Technique to Optimize Hyperparameters, International Journal of Environmental Research and Public Health, 19(24), 16844, 2022
Naseri H., Waygood Owen D., Wang Bobin, Patterson Zachary, Daziano R.A., A Novel Feature Selection Technique to Better Predict Climate Change Stage of Change, Sustainability, 14(1), 40, 1-23, 2022
Pan L., Waygood Owen D., Patterson Zachary, Would You Wait? Bus Choice Behavior Analysis Considering Various Incentives, Transportation Research Record: Journal of the Transportation Research Board, Vol. 2676 (7), 2022
Smith L. G., Widener M., Liu Changliu, Farber S., Minaker L, Patterson Zachary, Larsen K., Gilliland J., Comparing Household and Individual Measures of Access through a Food Environment Lens: What Household Food Opportunities Are Missed When Measuring Access to Food Retail at the Individual Level?, Annals of the American Association of Geographers, Vol. 112 (2), pp. 542-562, 2022
Vemuri R. T., Azam M., Bouguila N., Patterson Zachary, A Bayesian sampling framework for asymmetric generalized Gaussian mixture models learning, Neural Computing and Applications, Vol. 34, pp. 14123–14134, 2022
Waygood Owen D., Wang Bobin, Daziano R.A., Patterson Zachary, Kohlova M.B., The climate change stage of change measure: vehicle choice experiment, Journal of Environmental Planning and Management, 65(7), 1210-1239, 2022
Cools D., McCallum S. C., Rainham D., Taylor N., Patterson Zachary, Understanding Google Location History as a Tool for Travel Diary Data Acquisition, Transportation Research Record: Journal of the Transportation Research Board, Vol. 2675 (5), 2021
Daziano R.A., Waygood Owen D., Patterson Zachary, Feinberg M., Wang Bobin, Reframing greenhouse gas emissions information presentation on the Environmental Protection Agency's new-vehicle labels to increase willingness to pay, Journal of Cleaner Production, Vol. 279, 123669, 2021
Wang Bobin, Waygood Owen D., Daziano R.A., Patterson Zachary, Feinberg M., Does hedonic framing improve people's willingness-to-pay for vehicle greenhouse gas emissions?, Transportation Research Part D: Transport and Environment, vol. 98, papier 102973, 2021
Yazdizadeh A., Patterson Zachary, Farooq Bilal, Semi-supervised GANs to Infer Travel Modes in GPS Trajectories, Journal of Big Data Analytics in Transportation, Vol. 3, pp. 201-2211, 2021
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