Hamdi Kavak

59 papers B 3Misc 4Journal 19Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
HD-GEN: A High-Performance Software System for Human Mobility Data Generation Based on Patterns of Life.
CoRR
Hossein Amiri, Joon-Seok Kim, Hamdi Kavak, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle
2025 J jnl
AI-Generated Messaging for Life Events Using Structured Prompts: A Comparative Study of GPT With Human Experts and Machine Learning.
IEEE Access
Christopher J. Lynch, Erik Jensen, Ross Gore, Virginia Zamponi, Kevin O'Brien, Brandon Feldhaus, Katherine Smith, Joseph Martínez, Madison H. Munro, Timur E. Ozkose, Tugce B. Gundogdu, Ann Marie Reinhold, Hamdi Kavak, Barry Ezell
2025 J jnl
All Models Are Wrong, But Can They Be Useful? Lessons from COVID-19 Agent-Based Models: A Systematic Review.
CoRR
Emma Von Hoene, Sara Von Hoene, Szandra Peter, Ethan Hopson, Emily Csizmadia, Faith Fenyk, Kai Barner, Timothy F. Leslie, Hamdi Kavak, Andreas Züfle, Amira Roess, Taylor Anderson
2025 J jnl
Evaluation of A Spatial Microsimulation Framework for Small-Area Estimation of Population Health Outcomes Using the Behavioral Risk Factor Surveillance System.
CoRR
Emma Von Hoene, Aanya Gupta, Hamdi Kavak, Amira Roess, Taylor Anderson
2025 J jnl
Function and form of U.S. cities.
Comput. Environ. Urban Syst.
Sandro M. Reia, Taylor Anderson, Henrique Ferraz de Arruda, Kuldip S. Atwal, Shiyang Ruan, Hamdi Kavak, Dieter Pfoser
2025 — conf
HD-GEN: A Software System for Large-Scale Human Mobility Data Generation Based on Patterns of Life.
SIGSPATIAL/GIS
Hossein Amiri, Richard Yang, Shiyang Ruan, Joon-Seok Kim, Hamdi Kavak, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle
2025 J jnl
Synthetic population generation with public health characteristics for spatial agent-based models.
PLoS Comput. Biol.
Emma Von Hoene, Amira Roess, Hamdi Kavak, Taylor Anderson
2024 J jnl
Extracting the U.S. building types from OpenStreetMap data.
CoRR
Henrique Ferraz de Arruda, Sandro M. Reia, Shiyang Ruan, Kuldip S. Atwal, Hamdi Kavak, Taylor Anderson, Dieter Pfoser
2024 J jnl
In Silico Human Mobility Data Science: Leveraging Massive Simulated Mobility Data (Vision Paper).
ACM Trans. Spatial Algorithms Syst.
Andreas Züfle, Dieter Pfoser, Carola Wenk, Andrew T. Crooks, Hamdi Kavak, Taylor Anderson, Joon-Seok Kim, Nathan Holt, Andrew Diantonio
2024 — conf
Incorporating Trauma Propagation And Transmission In Agent Based Models: A Preliminary Framework.
ANNSIM
Nicholas Bishop, Hamdi Kavak
2024 J jnl
Is more always better? Unveiling the impact of contributor dynamics on collaborative mapping.
Comput. Math. Organ. Theory
Aylin McGough, Hamdi Kavak, Ron Mahabir
2024 — conf
Simulating Elections in the Context of Voter Behavior and Election Rules.
ANNSIM
Michael E. Hammer, Hamdi Kavak
2024 — conf
The Patterns of Life Human Mobility Simulation.
SIGSPATIAL/GIS
Hossein Amiri, Will Kohn, Shiyang Ruan, Joon-Seok Kim, Hamdi Kavak, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle
2024 J jnl
The Patterns of Life Human Mobility Simulation.
CoRR
Hossein Amiri, Will Kohn, Shiyang Ruan, Joon-Seok Kim, Hamdi Kavak, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle
2023 — conf
Developing A Large-Scale Agent-Based Model Using The Spiral Software Development Process.
ANNSIM
Maxim Malikov, Fahad A. Aloraini, Hamdi Kavak, William G. Kennedy, Andrew T. Crooks
2023 — conf
Massive Trajectory Data Based on Patterns of Life.
SIGSPATIAL/GIS
Hossein Amiri, Shiyang Ruan, Joon-Seok Kim, Hyunjee Jin, Hamdi Kavak, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle
2023 — conf
Simulation and Optimization Techniques for the Mitigation of Disruptions to Supply Chains.
ANNSIM
Raj Patel, Abhisekh Rana, Sean Luke, Carlotta Domeniconi, Hamdi Kavak, Jim Jones, Andrew T. Crooks
2023 — conf
The Effect of Empathy on Happiness in Social Networks: An Agent-Based Simulation Study.
ANNSIM
Nicholas Bishop, Hamdi Kavak
2023 J jnl
Urban life: a model of people and places.
Comput. Math. Organ. Theory
Andreas Züfle, Carola Wenk, Dieter Pfoser, Andrew T. Crooks, Joon-Seok Kim, Hamdi Kavak, Umar Manzoor, Hyunjee Jin
2022 J jnl
A General Epidemic Model and Its Application to Mask Design Considering Different Preferences towards Masks.
Complex.
Chaoqian Wang, Hamdi Kavak
2022 — conf
Human mobility-based synthetic social network generation.
HANIMOB@SIGSPATIAL
Ketevan Gallagher, Srihan Kotnana, Sachin Satishkumar, Kheya Siripurapu, Justin Elarde, Taylor Anderson, Andreas Züfle, Hamdi Kavak
2022 — conf
Imitation Learning for Social Simulation.
SBP-BRiMS
Justin Downes, Hamdi Kavak
2022 — conf
Mitigation of Optimized Pharmaceutical Supply Chain Disruptions by Criminal Agents.
SBP-BRiMS
Abhisekh Rana, Hamdi Kavak, Andrew T. Crooks, Sean Luke, Carlotta Domeniconi, Jim Jones
2022 B conf
PhyloView: A System to Visualize the Ecology of Infectious Diseases Using Phylogenetic Data.
MDM
Minh Tri Le, David Attaway, Taylor Anderson, Hamdi Kavak, Amira Roess, Andreas Züfle
2022 — conf
Revisiting Linus' Law in OpenStreetMap: An Agent-Based Approach.
SBP-BRiMS
Aylin McGough, Hamdi Kavak, Ron Mahabir
2022 — conf
Using Generative Adversarial Networks to Assist Synthetic Population Creation for Simulations.
ANNSIM
Srihan Kotnana, David Han, Taylor Anderson, Andreas Züfle, Hamdi Kavak
2021 J jnl
Change of human mobility during COVID-19: A United States case study.
CoRR
Justin Elarde, Joon-Seok Kim, Hamdi Kavak, Andreas Züfle, Taylor Anderson
2021 — conf
Generation of Reusable Synthetic Population and Social Networks for Agent-Based Modeling.
ANNSIM
Na Jiang, Hamdi Kavak, William G. Kennedy, Andrew T. Crooks
2021 — conf
Opportunities and Challenges in Developing COVID-19 Simulation Models: Lessons from Six Funded Projects.
ANNSIM
Philippe J. Giabbanelli, Jennifer M. Badham, Brian Castellani, Hamdi Kavak, Vijay Mago, Ashkan Negahban, Samarth Swarup
2021 J jnl
Simulation for cybersecurity: state of the art and future directions.
J. Cybersecur.
Hamdi Kavak, Jose J. Padilla, Daniele Vernon-Bido, Saikou Y. Diallo, Ross Gore, Sachin Shetty
2021 — ed.
SpatialEpi@SIGSPATIAL 2021: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Spatial Computing for Epidemiology (SpatialEpi 2021), Beijing, China, 2 November 2021
SpatialEpi@SIGSPATIAL
Taylor Anderson, Jia Yu, Amira Roess, Hamdi Kavak, Joon-Seok Kim, Andreas Züfle
2021 — conf
Spatiotemporal prediction of foot traffic.
LocalRec@SIGSPATIAL
Samiul Islam, Dhruv Gandhi, Justin Elarde, Taylor Anderson, Amira Roess, Timothy F. Leslie, Hamdi Kavak, Andreas Züfle
2021 — conf
Towards a Verification and Validation Framework for COVID-19 Forecast Models.
ANNSIM
Maura Lapoff, Hamdi Kavak
2020 J jnl
COVID-19 ensemble models using representative clustering.
ACM SIGSPATIAL Special
Joon-Seok Kim, Hamdi Kavak, Andreas Züfle, Taylor Anderson
2020 — conf
Data-driven mobility models for COVID-19 simulation.
ARIC@SIGSPATIAL
John Pesavento, Andy Chen, Rayan Yu, Joon-Seok Kim, Hamdi Kavak, Taylor Anderson, Andreas Züfle
2020 B conf
Location-Based Social Network Data Generation Based on Patterns of Life.
MDM
Joon-Seok Kim, Hyunjee Jin, Hamdi Kavak, Ovi Chris Rouly, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle
2020 — conf
Modeling the Modeler: An Empirical Study on how Modelers Learn to Create Simulations.
SpringSim
Hamdi Kavak, Jose J. Padilla, Saikou Y. Diallo, Anthony Barraco
2020 — ed.
Spring Simulation Conference, SpringSim 2020, Fairfax, VA, USA, May 18-21, 2020
SpringSim
Fernando J. Barros, Xiaolin Hu, Hamdi Kavak, Alberto A. Del Barrio
2019 — conf
Advancing Simulation Experimentation Capabilities with Runtime Interventions.
SpringSim
Joon-Seok Kim, Hamdi Kavak, Umar Manzoor, Andreas Züfle
2019 J jnl
GeoSim 2019 workshop report: The 2nd ACM SIGSPATIAL International Workshop on Geospatial Simulation.
ACM SIGSPATIAL Special
Joon-Seok Kim, Hamdi Kavak, Dieter Pfoser, Andrew T. Crooks, Carola Wenk, Sarah Wise
2019 B conf
Location-Based Social Simulation.
SSTD
Hamdi Kavak, Joon-Seok Kim, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle
2019 — ed.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, GeoSim@SIGSPATIAL 2019, Chicago, IL, USA, November 5, 2019
GeoSim@SIGSPATIAL
Hamdi Kavak, Joon-Seok Kim, Sarah Wise
2019 — conf
Simulating Urban Patterns of Life: A Geo-Social Data Generation Framework.
SIGSPATIAL/GIS
Joon-Seok Kim, Hamdi Kavak, Umar Manzoor, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle
2018 — conf
Assessing the impact of cyberloafing on cyber risk.
SpringSim (ANSS)
Daniele Vernon-Bido, Gayane Grigoryan, Hamdi Kavak, Jose J. Padilla
2018 — conf
Big data, agents, and machine learning: towards a data-driven agent-based modeling approach.
SpringSim (ANSS)
Hamdi Kavak, Jose J. Padilla, Christopher J. Lynch, Saikou Y. Diallo
2018 — conf
Fine-Scale Prediction of People's Home Location Using Social Media Footprints.
SBP-BRiMS
Hamdi Kavak, Daniele Vernon-Bido, Jose J. Padilla
2018 J jnl
GeoSim 2018 workshop report the 1st ACM SIGSPATIAL international workshop on geospatial simulation.
ACM SIGSPATIAL Special
Joon-Seok Kim, Hamdi Kavak, Andreas Züfle, Andrew T. Crooks, Umar Manzoor, Paul M. Torrens
2018 J jnl
Procedural city generation beyond game development.
ACM SIGSPATIAL Special
Joon-Seok Kim, Hamdi Kavak, Andrew T. Crooks
2018 — ed.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, GeoSim@SIGSPATIAL 2018, Seattle, WA, USA, November 6, 2018
GeoSim@SIGSPATIAL
Hamdi Kavak, Joon-Seok Kim, Umar Manzoor
2018 — ed.
Proceedings of the Annual Simulation Symposium, SpringSim (ANSS) 2018, Baltimore, MD, USA, April 15-18, 2018
SpringSim (ANSS)
Erika Frydenlund, Shafagh Jafer, Hamdi Kavak
2017 J jnl
Applying statistical debugging for enhanced trace validation of agent-based models.
Simul.
Ross J. Gore, Christopher J. Lynch, Hamdi Kavak
2017 Misc conf
Incorporating sound in simulations.
WSC
Justin Deuro, Christopher J. Lynch, Hamdi Kavak, Jose J. Padilla
2017 Misc conf
Storytelling and simulation creation.
WSC
Jose J. Padilla, Christopher J. Lynch, Hamdi Kavak, Shawn Evett, Devon Nelson, Calvin Carson, Joshua del Villar
2016 — conf
A characterization of cybersecurity simulation scenarios.
SpringSim (CNS)
Hamdi Kavak, Jose J. Padilla, Daniele Vernon-Bido
2016 — conf
Towards modeling factors that enable an attacker.
SummerSim
Daniele Vernon-Bido, Jose J. Padilla, Saikou Y. Diallo, Hamdi Kavak, Ross J. Gore
2016 Misc conf
Using simulation games for teaching and learning discrete-event simulation.
WSC
Jose J. Padilla, Christopher J. Lynch, Saikou Y. Diallo, Ross J. Gore, Anthony Barraco, Hamdi Kavak, Bakari Jenkins
2015 — conf
Modeling and simulation as a service (MSaaS) for education: learning STEM concepts through simulation use and building.
SummerSim
Jose J. Padilla, Enilda Romero-Hall, Saikou Y. Diallo, Anthony Barraco, Hamdi Kavak, Christopher J. Lynch, Ross J. Gore, Manasi Sheth-Chandra
2014 Misc conf
Cloud-based simulators: making simulations accessible to non-experts and experts alike.
WSC
Jose J. Padilla, Saikou Y. Diallo, Anthony Barraco, Christopher J. Lynch, Hamdi Kavak
2014 — conf
Leveraging social media data in agent-based simulations.
SpringSim (ANSS)
Jose J. Padilla, Saikou Y. Diallo, Hamdi Kavak, Olcay Sahin, Brit Nicholson