publications

2024

1. 

   Map matching on low sampling rate trajectories through deep inverse reinforcement learning and multi-intention modeling

   Reza Safarzadeh, and Xin Wang

   International Journal of Geographical Information Science, 2024

   DOI Bib HTML

   @article{safarzadeh2024map,
     title = {Map matching on low sampling rate trajectories through deep inverse reinforcement learning and multi-intention modeling},
     author = {Safarzadeh, Reza and Wang, Xin},
     journal = {International Journal of Geographical Information Science},
     volume = {38},
     number = {12},
     pages = {2648--2683},
     year = {2024},
     publisher = {Taylor \& Francis},
     doi = {10.1080/13658816.2024.2391411},
   }

2. 

   Smart Route: A GIS-Based Solution for Mass Transit Design and Optimization

   Siddhant Jakhotiya, Apratim Sen, Reza Safarzadeh, and 1 more author

   In Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI, 2024

   DOI Bib HTML

   @inproceedings{jakhotiya2024smart,
     title = {Smart Route: A GIS-Based Solution for Mass Transit Design and Optimization},
     author = {Jakhotiya, Siddhant and Sen, Apratim and Safarzadeh, Reza and Wang, Xin},
     booktitle = {Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI},
     pages = {15--23},
     year = {2024},
     doi = {10.1145/3681780.3697251},
   }

2023

1. 

   Trailer allocation and truck routing using bipartite graph assignment and deep reinforcement learning

   Saeid Kalantari, Reza Safarzadeh, Yunli Wang, and 2 more authors

   Transactions in GIS, 2023

   DOI Bib HTML

   @article{kalantari2023trailer,
     title = {Trailer allocation and truck routing using bipartite graph assignment and deep reinforcement learning},
     author = {Kalantari, Saeid and Safarzadeh, Reza and Wang, Yunli and Sun, Sun and Wang, Xin},
     journal = {Transactions in GIS},
     volume = {27},
     number = {4},
     pages = {996--1020},
     year = {2023},
     publisher = {Wiley Online Library},
     doi = {10.1111/tgis.13057},
   }

2. 

   An Interactive Map-based System for Visually Exploring Goods Movement based on GPS Traces

   Reza Safarzadeh, Yunli Wang, Sun Sun, and 1 more author

   In Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023

   DOI Bib HTML

   @inproceedings{safarzadeh2023interactive,
     title = {An Interactive Map-based System for Visually Exploring Goods Movement based on GPS Traces},
     author = {Safarzadeh, Reza and Wang, Yunli and Sun, Sun and Wang, Xin},
     booktitle = {Proceedings of the 18th International Symposium on Spatial and Temporal Data},
     pages = {180--184},
     year = {2023},
     doi = {10.1145/3609956.3609975},
   }

3. 

   Quality Assessment of the OpenStreetMap Road Network in Calgary, Alberta

   Beom Sae Shawn Kim, Reza Safarzadeh, and Xin Wang

   Abstracts of the ICA, 2023

   Bib HTML

   @article{kim2023quality,
     title = {Quality Assessment of the OpenStreetMap Road Network in Calgary, Alberta},
     author = {Kim, Beom Sae Shawn and Safarzadeh, Reza and Wang, Xin},
     journal = {Abstracts of the ICA},
     volume = {6},
     pages = {124},
     year = {2023},
     publisher = {Copernicus Publications G{\"o}ttingen, Germany},
   }

2022

1. 

   Multi-task graph neural network for truck speed prediction under extreme weather conditions

   Reza Safarzadeh, Arash Mozhdehi, Saeid Kalantari, and 3 more authors

   In Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

   DOI Bib HTML

   @inproceedings{ramhormozi2022multi,
     title = {Multi-task graph neural network for truck speed prediction under extreme weather conditions},
     author = {Safarzadeh, Reza and Mozhdehi, Arash and Kalantari, Saeid and Wang, Yunli and Sun, Sun and Wang, Xin},
     booktitle = {Proceedings of the 30th International Conference on Advances in Geographic Information Systems},
     pages = {1--11},
     year = {2022},
     doi = {10.1145/3557915.3561029},
   }

2018

1. Multi objective optimization of urban land use allocation using meta-heuristic algorithms and spatial metrics

   Reza Safarzadeh, Mohammad Karimi, and Sanaz Alaei Moghadam

   Journal of Geomatics Science and Technology, 2018

   Bib HTML

   @article{safarzadeh2018multi,
     title = {Multi objective optimization of urban land use allocation using meta-heuristic algorithms and spatial metrics},
     author = {Safarzadeh, Reza and Karimi, Mohammad and Alaei Moghadam, Sanaz},
     journal = {Journal of Geomatics Science and Technology},
     volume = {7},
     number = {3},
     pages = {189--212},
     year = {2018},
     publisher = {Journal of Geomatics Science and Technology},
   }

2016

1. Application of Multi-Objective Particle Swarm Optimization Algorithm in Site Selection for Temporary Housing after Earthquakes in Tehran

   Reza Safarzadeh

   In International Congress on Earth Science & Urban Development, Tabriz, Iran, 2016

   Bib

   @inproceedings{safarzadeh2016application,
     title = {Application of Multi-Objective Particle Swarm Optimization Algorithm in Site Selection for Temporary Housing after Earthquakes in Tehran},
     author = {Safarzadeh, Reza},
     booktitle = {International Congress on Earth Science \& Urban Development, Tabriz, Iran},
     pages = {1--6},
     year = {2016},
   }