Faculty profile
Zachary Patterson
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a Concordia University directory, so their courses may be missing. Find their university profile.
Research
Latest papers
From data to action in flood forecasting leveraging graph neural networks and digital twin visualization.
Scientific reports · 2024
FishSegSSL: A Semi-Supervised Semantic Segmentation Framework for Fish-Eye Images.
Journal of imaging · 2024
Application of Machine Learning to Child Mode Choice with a Novel Technique to Optimize Hyperparameters.
International journal of environmental research and public health · 2022 · senior author
Latest funding
- $108,000
Graph Neural Networks for Transit Passenger Flow Prediction
NSERC · 2022 · Principal investigator
- $982,213
Carrots and sticks: assessing intervention effectiveness for sustainable mobility systems to reduce GHG emissions
NSERC · 2022 · Co-investigator
- $222,016
Time, geography, and food: how time use, social-spatial context, transportation options, and personal economics affect access to food in cities
SSHRC · 2017 · Co-investigator
7 publications.
From data to action in flood forecasting leveraging graph neural networks and digital twin visualization.
Roudbari NS, Punekar SR, Patterson Z, Eicker U, Poullis C
FishSegSSL: A Semi-Supervised Semantic Segmentation Framework for Fish-Eye Images.
Paul S, Patterson Z, Bouguila N
Application of Machine Learning to Child Mode Choice with a Novel Technique to Optimize Hyperparameters.
Naseri H, Waygood EOD, Wang B, Patterson Z
Who's cooking tonight? A time-use study of coupled adults in Toronto, Canada.
Liu B, Widener MJ, Smith LG, Farber S, Gesink D, Minaker LM, Patterson Z, Larsen K, Gilliland J
Evaluating the Impact of Neighborhood Characteristics on Differences between Residential and Mobility-Based Exposures to Outdoor Air Pollution.
Fallah-Shorshani M, Hatzopoulou M, Ross NA, Patterson Z, Weichenthal S
Activity space-based measures of the food environment and their relationships to food purchasing behaviours for young urban adults in Canada.
Widener MJ, Minaker LM, Reid JL, Patterson Z, Ahmadi TK, Hammond D
Pedestrian preferences with respect to roundabouts -- a video-based stated preference survey.
Perdomo M, Rezaei A, Patterson Z, Saunier N, Miranda-Moreno LF
Graph Neural Networks for Transit Passenger Flow Prediction
Principal investigators: Patterson, Zachary
Keywords: transit demand modeling; transportation modeling; artificial intelligence; big data; graph neural networks
Carrots and sticks: assessing intervention effectiveness for sustainable mobility systems to reduce GHG emissions
Principal investigators: Wang, Bobin B
Keywords: Agent-based modeling; Discrete choice experiment; Gamification; Greenhouse gas emissions; Modal shift; Policy analysis; Simulation; Sustainable mobility; Transportation; Travel behavior analysis
Time, geography, and food: how time use, social-spatial context, transportation options, and personal economics affect access to food in cities
Principal investigators: Widener, Michael J.
Keywords: food environments; transportation; access; accessibility; mobility; time use; spatiotemporal constraints; geographic information systems; GPS; urban geography
The datamobile platform: research dissemination and outreach
Principal investigators: Patterson, Zachary
Keywords: smartphone survey applications; open source; information inference
Transportation Land-use Linkages for Regional Sustainability
Principal investigators: Patterson, Zachary
Keywords: transportation and land-use, discrete choice experiments, emerging data collection methods, statistical modeling, gis, sustainable transportation
The DataMobile partnership: an open platform for spatialized data collection and analysis
Principal investigators: Patterson, Zachary
Keywords: big data; open source; smartphone applications; emerging data collection methods; travel surveys; data inference
Canada Research Chair in Transportation-Land Use Linkages for Regional Sustainability
Principal investigators: Patterson, Zachary
Keywords: transportation and land-use, sustainable planning, stated preference methods, gentrification
Preference stability in transportation and land-use modeling for sustainable transportation
Principal investigators: Patterson, Zachary
Keywords: transportation and land-use modeling; discrete choice modeling; transportation emissions; stated choice techniques; GIS; spatial analysis
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Scott Weichenthal and Marianne Hatzopoulou: 45 shared papers
- Jason Gilliland and Kristian Larsen: 2 shared papers
- David Hammond and Zachary Patterson: 1 shared paper
- Jason Gilliland and Dionne Gesink: 1 shared paper
- Jason Gilliland and Zachary Patterson: 1 shared paper
- Scott Weichenthal and Zachary Patterson: 1 shared paper
- Dionne Gesink and Kristian Larsen: 1 shared paper
- Dionne Gesink and Zachary Patterson: 1 shared paper
- Kristian Larsen and Zachary Patterson: 1 shared paper
- Charalambos Poullis and Ursula Eicker: 1 shared paper
- Charalambos Poullis and Zachary Patterson: 1 shared paper
- Nicolas Saunier and Zachary Patterson: 1 shared paper
- Ursula Eicker and Zachary Patterson: 1 shared paper
- Marianne Hatzopoulou and Zachary Patterson: 1 shared paper
- Nizar Bouguila and Zachary Patterson: 1 shared paper
- Zachary Patterson and Bobin Wang: 1 shared paper
- Concordia Institute for Information Systems Engineering (CIISE)
- Génie mécanique
- Computer Science and Software Engineering
- School of Public Health Sciences
- Epidemiology Division
- Epidemiology and Biostatistics
- Geography and Environmental Studies
- Other
Co-authors at Concordia University, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Bobin Wang
Génie mécanique
1 shared papers, latest 2022
David Hammond
School of Public Health Sciences
1 shared papers, latest 2018
Jason Gilliland
Epidemiology and Biostatistics
1 shared papers, latest 2022
Scott Weichenthal
Epidemiology, Biostatistics and Occupational Health
1 shared papers, latest 2018
Dionne Gesink
Epidemiology Division
1 shared papers, latest 2022
Kristian Larsen
Geography and Environmental Studies
1 shared papers, latest 2022
Charalambos Poullis
Computer Science and Software Engineering
1 shared papers, latest 2024
Nicolas Saunier
Génies civil, géologique et des mines
1 shared papers, latest 2014
Ursula Eicker
Buildings, Civil and Environmental Engineering
1 shared papers, latest 2024
Marianne Hatzopoulou
Civil and Mineral Engineering
1 shared papers, latest 2018
Nizar Bouguila
Concordia Institute for Information Systems Engineering
1 shared papers, latest 2024
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