Shayan Monadjemi

According to our database, Shayan Monadjemi authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Guided By AI: Navigating Trust, Bias, and Data Exploration in AI-Guided Visual Analytics.

Sunwoo Ha, Shayan Monadjemi, Alvitta Ottley

Comput. Graph. Forum, 2024

2023

Human-Computer Collaboration for Visual Analytics: an Agent-based Framework.

Shayan Monadjemi, Mengtian Guo, David Gotz, Roman Garnett, Alvitta Ottley

Comput. Graph. Forum, June, 2023

A Unified Comparison of User Modeling Techniques for Predicting Data Interaction and Detecting Exploration Bias.

Sunwoo Ha, Shayan Monadjemi, Roman Garnett, Alvitta Ottley

IEEE Trans. Vis. Comput. Graph., 2023

2022

A Programmatic Approach to Applying Visualization Taxonomies to Interaction Logs.

Sneha Gathani, Shayan Monadjemi, Alvitta Ottley, Leilani Battle

CoRR, 2022

A Grammar-Based Approach for Applying Visualization Taxonomies to Interaction Logs.

Sneha Gathani, Shayan Monadjemi, Alvitta Ottley, Leilani Battle

Comput. Graph. Forum, 2022

Guided Data Discovery in Interactive Visualizations via Active Search.

Shayan Monadjemi, Sunwoo Ha, Quan Nguyen, Henry Chai, Roman Garnett, Alvitta Ottley

Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

2021

Competing Models: Inferring Exploration Patterns and Information Relevance via Bayesian Model Selection.

Shayan Monadjemi, Roman Garnett, Alvitta Ottley

IEEE Trans. Vis. Comput. Graph., 2021

2020

Active Visual Analytics: Assisted Data Discovery in Interactive Visualizations via Active Search.

Shayan Monadjemi, Quan Nguyen, Henry Chai, Roman Garnett, Alvitta Ottley

CoRR, 2020

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 Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020