Recent Publications

Hossein Amiri

Conducting research and publishing papers is a passion we deeply embrace here.

2024:
  1. Züfle, Andreas; Pfoser, Dieter; Wenk, Carola; Crooks, Andrew; Kavak, Hamdi; Anderson, Taylor; Kim, Joon-Seok; Holt, Nathan; Diantonio, Andrew; "In Silico Human Mobility Data Science: Leveraging Massive Simulated Mobility Data (Vision Paper)" 2024
  2. Gupta, Shrey; Park, Yongbee; Bi, Jianzhao; Gupta, Suyash; Züfle, Andreas; Wildani, Avani; Liu, Yang; "Spatial Transfer Learning for Estimating PM 2.5 in Data-Poor Regions" 2024
  3. Züfle, Andreas; Salim, Flora; Anderson, Taylor; Scotch, Matthew; Xiong, Li; Sokol, Kacper; Xue, Hao; Kong, Ruochen; Heslop, David; Paik, Hye-Young; "Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread" 2024
  4. Mokbel, Mohamed; Sakr, Mahmoud; Xiong, Li; Züfle, Andreas; Almeida, Jussara; Anderson, Taylor; Aref, Walid; Andrienko, Gennady; Andrienko, Natalia; Cao, Yang; "Mobility Data Science: Perspectives and Challenges" 2024
  5. Gupta, Shrey; Park, Yongbee; Bi, Jianzhao; Gupta, Suyash; Züfle, Andreas; Wildani, Avani; Liu, Yang; "Transfer Learning via Latent Dependency Factor for Estimating PM 2.5" 2024
  6. Ling, Chen; Chowdhury, Tanmoy; Ji, Jie; Li, Sirui; Züfle, Andreas; Zhao, Liang; "Source Localization for Cross Network Information Diffusion" 2024

2023:

  1. Anderson, Taylor; Kim, Joon-Seok; Roess, Amira; Züfle, Andreas; "Proceedings of the 4th ACM SIGSPATIAL International Workshop on Spatial Computing for Epidemiology" 2023
  2. Amiri, Hossein; Ruan, Shiyang; Kim, Joon-Seok; Jin, Hyunjee; Kavak, Hamdi; Crooks, Andrew; Pfoser, Dieter; Wenk, Carola; Zufle, Andreas; "Massive Trajectory Data Based on Patterns of Life" 2023
  3. Frohwein, Thomas; Garwood, Zachary; Hampton, Dylan; Knack, Kevin; Schenck, Nate; Yu, Britney; Zuber, Joe; Trajcevski, Goce; Teng, Xu; Züfle, Andreas; "RouteDOC: Routing with Distance, Origin and Category Constraints (Demonstration Paper)" 2023
  4. Züfle, Andreas; Wenk, Carola; Pfoser, Dieter; Crooks, Andrew; Kim, Joon-Seok; Kavak, Hamdi; Manzoor, Umar; Jin, Hyunjee; "Urban life: a model of people and places" 2023
  5. Züfle, Andreas; Anderson, Taylor; Kavak, Hamdi; Pfoser, Dieter; Kim, Joon-Seok; Roess, Amira; "GeoAI for Public Health" 2023
  6. Gallagher, Ketevan; Anderson, Taylor; Crooks, Andrew; Züfle, Andreas; "Synthetic Geosocial Network Generation" 2023
  7. Züfle, Andreas; "Probabilistic counting in uncertain spatial databases using generating functions" 2023
  8. Anderson, Taylor; Kim, Joon-Seok; Roess, Amira; Züfle, Andreas; "SpatialEpi'2022 Workshop Report: The 3rd ACM SIGSPATIAL International Workshop on Spatial Computing for Epidemiology" 2023
  9. Kohn, Will; Amiri, Hossein; Züfle, Andreas; "EPIPOL: An Epidemiological Patterns of Life Simulation (Demonstration Paper)" 2023
  10. Krumm, John; Shahabi, Cyrus; Züfle, Andreas; "Spatial Gems 2022 Workshop Report: The 4th ACM SIGSPATIAL International Workshop on Spatial Gems" 2023
  11. Teng, Xu; Trajcevski, Goce; Züfle, Andreas; "Searching semantically diverse paths" 2023
  12. Heras, Dora B; Lunga, Dalton; Züfle, Andreas; "Searching and Mining Large Collections of Geospatial Data (GeoSearch 2023) Nov. 13, 2023, Hamburg, Germany" 2023
  13. Gay, Bradley A; Pastick, NJ; Züfle, AE; Armstrong, Amanda H; Miner, KR; Qu, JJ; "Investigating permafrost carbon dynamics in Alaska with artificial intelligence" 2023
  14. Gay, Bradley A; Züfle, Andreas E; Armstrong, Amanda H; Pastick, Neal J; Watts, Jennifer D; Dirmeyer, Paul A; Miner, Kimberley R; Wessels, Konrad J; Qu, John J; Miller, Charles E; "Investigating high-latitude permafrost carbon dynamics with artificial intelligence and Earth system data assimilation" 2023
  15. Teng, Xu; Trajcevski, Goce; Züfle, Andreas; "Distance, Origin and Category Constrained Paths" 2023
  16. Zhang, Mengxuan; Li, Lei; Trajcevski, Goce; Züfle, Andreas; Zhou, Xiaofang; "Parallel hub labeling maintenance with high efficiency in dynamic small-world networks" 2023
  17. Mokbel, Mohamed; Sakr, Mahmoud; Xiong, Li; Züfle, Andreas; Almeida, Jussara; Anderson, Taylor; Aref, Walid; Andrienko, Gennady; Andrienko, Natalia; Cao, Yang; "Towards mobility data science (vision paper)" 2023
  18. Min, Xiangqiang; Pfoser, Dieter; Züfle, Andreas; Sheng, Yehua; Huang, Yi; "The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks" 2023
  19. Fei, Xiqi; Le, Minh Tri; Thai, Duy H; Wessels, Konrad; Züfle, Andreas; "Semi-Supervised Satellite Image Segmentation Using Spatial and Temporally Informed Poisson Learning" 2023
  20. Zhang, Zheng; Amiri, Hossein; Liu, Zhenke; Züfle, Andreas; Zhao, Liang; "Large language models for spatial trajectory patterns mining" 2023
  21. Baihua, Zheng; Mokbel, Mohamed; Nascimento, Mario A; Renso, Chiara; Zeitouni, Karine; Züfle, Andreas; "Message from the PC and General co-Chairs SSTD 2023" 2023
  22. Zufle, Andreas; Anderson, Taylor; Kavak, Hamdi; Pfoser, Dieter; Kim, Joon-Seok; Roess, Amira; "GeoAI for Public Health" 2023
  23. Thai, Duy H; Fei, Xiqi; Le, Minh Tri; Züfle, Andreas; Wessels, Konrad; "Riesz-Quincunx-UNet Variational Auto-Encoder for Unsupervised Satellite Image Denoising" 2023
  24. GALLAGHER, KETEVAN; Züfle, Andreas; Anderson, Taylor; "Implementing Spatial Social Networks with Real World Data" 2023

2022:

  1. Mokbel, Mohamed; Sakr, Mahmoud; Xiong, Li; Züfle, Andreas; "Dagstuhl Reports, Vol. 12, Issue 1 ISSN 2192-5283" 2022
  2. Gallagher, Ketevan; Kotnana, Srihan; Satishkumar, Sachin; Siripurapu, Kheya; Elarde, Justin; Anderson, Taylor; Züfle, Andreas; Kavak, Hamdi; "Human mobility-based synthetic social network generation" 2022
  3. Krumm, John; Züfle, Andreas; Shahabi, Cyrus; "Spatial Gems, Volume 1" 2022
  4. Kotnana, Srihan; Han, David; Anderson, Taylor; Züfle, Andreas; Kavak, Hamdi; "Using Generative Adversarial Networks to Assist Synthetic Population Creation for Simulations" 2022
  5. Züfle, Andreas; Gao, Song; Anderson, Taylor; "Introduction to the Special Issue on Understanding the Spread of COVID-19, Part 2" 2022
  6. Atwal, Kuldip Singh; Anderson, Taylor; Pfoser, Dieter; Züfle, Andreas; "Predicting building types using OpenStreetMap" 2022
  7. Askar, Ahmed; "A Framework to Explore Spatio-Temporal Surveillance of Adverse Events For Post Market Approved Drugs & Vaccines" 2022
  8. Susarla, Anish; Liu, Austin; Thai, Duy Hoang; Le, Minh Tri; Züfle, Andreas; "Spatiotemporal disease case prediction using contrastive predictive coding" 2022
  9. Le, Minh Tri; Attaway, David; Anderson, Taylor; Kavak, Hamdi; Roess, Amira; Züfle, Andreas; "Phyloview: A system to visualize the ecology of infectious diseases using phylogenetic data" 2022
  10. Mokbel, Mohamed; Sakr, Mahmoud; Xiong, Li; Züfle, Andreas; Almeida, Jussara; Anderson, Taylor; Aref, Walid; Andrienko, Gennady; Andrienko, Natalia; Cao, Yang; "Mobility data science (dagstuhl seminar 22021)" 2022

2021:

  1. KOTNANA, SRIHAN; Anderson, Taylor; Züfle, Andreas; Kavak, Hamdi; "Evaluation of Synthetic Population Data Created Using Generative Adversarial Networks" 2021
  2. Anderson, Taylor; Yu, Jia; Roess, Amira; Kavak, Hamdi; Kim, Joon-Seok; Züfle, Andreas; "Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Spatial Computing for Epidemiology" 2021
  3. Islam, Samiul; Gandhi, Dhruv; Elarde, Justin; Anderson, Taylor; Roess, Amira; Leslie, Timothy F; Kavak, Hamdi; Züfle, Andreas; "Spatiotemporal prediction of foot traffic" 2021
  4. Teng, Xu; Trajcevski, Goce; Züfle, Andreas; "Semantically diverse paths with range and origin constraints" 2021
  5. KIANERSI, DARIUS; Roess, Amira; Kavak, Hamdi; Leslie, Tim; Züfle, Andreas; Anderson, Taylor; "Agent-based simulation of human mobility using high-resolution foot-traffic data" 2021
  6. LIANG, NICOLE; Anderson, Taylor; Züfle, Andreas; Kavak, Hamdi; Roess, Amira; "Analysis of COVID-19 Genome Data in the US" 2021
  7. Elarde, Justin; Kim, Joon-Seok; Kavak, Hamdi; Züfle, Andreas; Anderson, Taylor; "Change of human mobility during COVID-19: A United States case study" 2021
  8. Zuefle, Andreas; Wessels, Konrad; Pfoser, Dieter; "Mining high resolution earth observation data cubes" 2021
  9. Manzoor, Umar; Wenk, Carola; Kavak, Hamdi; Kim, Joon-Seok; Crooks, Andrew; Pfoser, Dieter; Züfle, Andreas; Wenk, Carola; "Towards Large-Scale Agent-Based Geospatial Simulation" 2021
  10. Askar, Ahmed; Zuefle, Andreas; "Clustering of Adverse Events of Post-Market Approved Drugs" 2021
  11. Fei, Xiqi; Wessels, Konrad; Pfoser, Dieter; Züfle, Andreas; Gkountouna, Olga; "Influence of Geographic Distance on CNN Generalization for Satellite Image Classification" 2021
  12. Min, Xiangqiang; Pfoser, Dieter; Züfle, Andreas; Sheng, Yehua; "A hierarchical spatial network index for arbitrarily distributed spatial objects" 2021
  13. Züfle, Andreas; "Uncertain spatial data management: An overview" 2021
  14. Cavallaro, Gabriele; Heras, Dora B; Lunga, Dalton; Werner, Martin; Züfle, Andreas; "Proceedings of the 1st ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data" 2021
  15. Züfle, Andreas; Werner, Martin; "Introduction to this special issue: SIGSPATIAL 2020 event reports" 2021
  16. Anderson, Taylor; Yu, Jia; Züfle, Andreas; "The 1st ACM sigspatial international workshop on modeling and understanding the spread of covid-19" 2021
  17. Krumm, John; Shahabi, Cyrus; Züfle, Andreas; "The 2nd ACM SIGSPATIAL International Workshop on Spatial Gems: Spatial Gems 2020 workshop report" 2021
  18. Kim, Joon-Seok; Anderson, Taylor; Shashidharan, Ashwin; Züfle, Andreas; "The 3rd ACM sigspatial international workshop on geospatial simulation: geosim 2020 workshop report" 2021
  19. Askar, Ahmed; Züfle, Andreas; "Clustering Adverse Events of COVID-19 Vaccines Across the United States" 2021

2020:

  1. Anderson, Taylor; Yu, Jia; Züfle, Andreas; "Proceedings of the 1st ACM SIGSPATIAL International Workshop on Modeling and Understanding the Spread of COVID-19" 2020
  2. PESAVENTO, JOHN; CHEN, ANDY; YU, RAYAN; Züfle, Andreas; "Using Agent-based Simulations with Latent Dirichlet Allocation Topic Modeling on Mobile Location Data to Prescribe COVID-19 Interventions" 2020
  3. YU, RAYAN; CHEN, ANDY; PESAVENTO, JOHN; Anderson, Taylor; Züfle, Andreas; Kavak, Hamdi; Kim, Joon-Seok; "Ensemble Learning Interpretation of COVID-19 Simulation Models Through Clustering Latent Feature Representations and Aggregated Time-Series Forecasts with Deep Learning" 2020
  4. Kim, Joon-Seok; Kavak, Hamdi; Rouly, Chris Ovi; Jin, Hyunjee; Crooks, Andrew; Pfoser, Dieter; Wenk, Carola; Züfle, Andreas; "Location-based social simulation for prescriptive analytics of disease spread" 2020
  5. Yuan, Xiaoyi; Crooks, Andrew; Züfle, Andreas; "A thematic similarity network approach for analysis of places using volunteered geographic information" 2020
  6. Kim, Joon-Seok; Kavak, Hamdi; Pfoser, Dieter; Crooks, Andrew; Wenk, Carola; Wise, Sarah; "Geosim 2019 workshop report: The 2nd acm sigspatial international workshop on geospatial simulation" 2020
  7. Züfle, Andreas; Anderson, Taylor; "Introduction to this special issue: Modeling and understanding the spread of COVID-19: (part II)" 2020
  8. Kim, Joon-Seok; Jin, Hyunjee; Züfle, Andreas; "Expert-in-the-Loop Prescriptive Analytics using Mobility Intervention for Epidemics.(2020)" 2020
  9. Teng, Xu; Trajcevski, Goce; Kim, Joon-Seok; Züfle, Andreas; "Semantically diverse path search" 2020
  10. Kim, Joon-Seok; Kavak, Hamdi; Züfle, Andreas; Anderson, Taylor; "COVID-19 ensemble models using representative clustering" 2020
  11. Kim, Joon-Seok; Jin, Hyunjee; Züfle, Andreas; "Expert-in-the-loop prescriptive analytics using mobility intervention for epidemics" 2020
  12. Pesavento, John; Chen, Andy; Yu, Rayan; Kim, Joon-Seok; Kavak, Hamdi; Anderson, Taylor; Züfle, Andreas; "Data-driven mobility models for COVID-19 simulation" 2020
  13. Gkountouna, Olga; Pfoser, Dieter; Züfle, Andreas; "Traffic flow estimation using probe vehicle data" 2020
  14. Kim, Joon-Seok; Pfoser, Dieter; Züfle, Andreas; "Vehicle relocation for ride-hailing" 2020
  15. Meunier, Regine; Emrich, Tobias; Frey, Christian; Renz, Matthias; Zuefle, Andreas; "Efficient data propagation in a computer network" 2020
  16. Krumm, John; Shahabi, Cyrus; Züfle, Andreas; "Spatial gems 2019 workshop report: The 1st ACM SIGSPATIAL International Workshop on Spatial Gems" 2020
  17. Zhang, Liming; Pfoser, Dieter; Züfle, Andreas; "Station-to-user transfer learning: Towards explainable user clustering through latent trip signatures using tidal-regularized non-negative matrix factorization" 2020
  18. Sikder, Aisha; Züfle, Andreas; "Augmenting geostatistics with matrix factorization: a case study for house price estimation" 2020
  19. Kim, Joon-Seok; Jin, Hyunjee; Kavak, Hamdi; Rouly, Ovi Chris; Crooks, Andrew; Pfoser, Dieter; Wenk, Carola; Züfle, Andreas; "Location-based social network data generation based on patterns of life" 2020
  20. Züfle, Andreas; Trajcevski, Goce; Pfoser, Dieter; Kim, Joon-Seok; "Managing uncertainty in evolving geo-spatial data" 2020

    Complete list of the publications on Google Scholar