Publications

A Visual Analytic Platform for Interactive Validation of Human Mobility Simulations
Shayan Monadjemi,
Joon-Seok Kim,
Licia Amichi,
Debraj De,
Gautam Malviya Thakur,
Carter Christopher
ACM SIGSPATIAL International Workshop on GeoSpatial Simulation. 2024.
Full Workshop PaperManuscript
Guided By AI: Navigating Trust, Bias, and Data Exploration in AI-Guided Visual Analytics
Sunwoo Ha,
Shayan Monadjemi,
Alvitta Ottley
Computer Graphics Forum (Presented at the EuroVis Conference). 2024.
Full PaperBest Paper Honorable MentionManuscriptRepository
Human-Computer Collaboration for Visual Analytics: an Agent-based Framework
Shayan Monadjemi,
Mengtian Guo,
David Gotz,
Roman Garnett,
Alvitta Ottley
Computer Graphics Forum (Presented at the EuroVis Conference). 2023.
Full PaperManuscript
Monitoring Airspace Complexity and Determining Contributing Factors
Daniel I. Weckler,
Bryan L. Matthews,
Shayan Monadjemi,
Shawn Wolfe,
Nikunj Oza
American Institute of Aeronautics and Astronautics (AAIA) SCITECH Forum. 2023.
Full PaperManuscript
Guided Data Discovery in Interactive Visualizations via Active Search
Shayan Monadjemi,
Sunwoo Ha,
Quan Nguyen,
Henry Chai,
Roman Garnett,
Alvitta Ottley
IEEE Visualization and Visual Analytics (Presented at the VIS Conference). 2022.
A Unified Comparison of User Modeling Techniques for Data Interaction Prediction and Exploration Bias
Sunwoo Ha,
Shayan Monadjemi,
Roman Garnett,
Alvitta Ottley
IEEE Transactions on Visualization and Computer Graphics (Presented at the VIS Conference). 2022.
A Grammar-Based Approach for Applying Visualization Taxonomies to Interaction Logs
Sneha Gathani,
Shayan Monadjemi,
Alvitta Ottley,
Leilani Battle
Computer Graphics Forum (Presented at the EuroVis Conference). 2022.
Competing Models: Inferring Exploration Patterns and Information Relevance via Bayesian Model Selection
Shayan Monadjemi,
Roman Garnett,
Alvitta Ottley
IEEE Tranactions on Visualization and Computer Graphics (Presented at the VIS Conference). 2020.
Full PaperManuscript
Acute Radiation Risks Tool (ARRT) Development for the Upcoming Human Exploration Mission
Shaowen Hu,
Shayan Monadjemi,
Janet Barzilla,
Edward Semones
AGU Space Weather Journal. 2020.
Full PaperManuscript
DRAGON-V: Detection and Recognition of Airplane Goals with Navigational Visualization
Christabel Wayllace,
Sunwoo Ha,
Yuchen Han,
Jiaming Hu,
Shayan Monadjemi,
William Yeoh,
Alvitta Ottley
Proceedings of the AAAI Conference on Artificial Intelligence. 2020.
Workshop PaperManuscript
User Interaction Modeling through Time and Data Space
Shayan Monadjemi,
Roman Garnett,
Alvitta Ottley
IEEE Conference on Visualization and Visual Analytics. 2019.
Poster