I am a Ph.D. candidate in Computer Science at Northeastern University. I build visualization tools to support analysis of complex and large datasets. My research has contributed to novel visualization tools in the domain of medical diagnosis and cybersecurity. I am also a visiting PhD Student at Gehlenborg Lab (Harvard Medical School), where I am developing a visualization recommendation system to assist genomics analysts in identifying appropriate visualization techniques.
GenoREC is a system to recommend genomics visualization. GenoREC uses data and task description from the users and suggests appropriate visualizations. GenoREC consists of two components: a knowledge-based recommendation engine that uses visualization theory to identify appropriate visualization. GenoREC's front-end provides a domain-specific user interface for users to specify their requirements and view the recommendation.
We proposed a taxonomy to categorize analytical tasks being used for tree visualization design and evaluation. We also curated a dataset of 200+ analytical tasks from a survey of over 1000+ tree visualization research articles. A website was developed to interactively explore the results of the survey.
The network infrastructure of computer-based business is expanding every day. Consequently, monitoring and cyber-fencing of these massive networks is a growing concern within organizations. In this project, we developed a visualization tool which assists network security analysts to segment their network, write security policies and monitor network.
CerebroVis is a visualization tool which assists in diagnosis cerebrovascular abnormalities like stenosis and aneurysms. We developed a novel visualization technique to display the network structure of the cerebral arteries. We found that, CerebroVis improves improves the identification of cerebrovascular abnormalities in the brain over existing 3D MRA visualization.
Picture Penguin is a novel personal photo navigation system that enables search and filtering through linked and combined views of temporal, geospatial, and photo content information. Picture Penguin scales to large photo collections andreduces complexity through clustering and data summarization techniques, and runs as both a mobile and a desktop application.
We developed a novel system for the analysis of heterogeneous data sources. The platform supports probabilistic joins for combining uncertain datasets and perform joint analysis. Within the platform we integrated a novel interactive visualization to evaluate results from Probabilistic Graphical Models.
We developed a visualization tool to interactively visualize the summary of association rules and their exceptions generated from rule-mining algorithms.
Aditeya Pandey, Uzma Haque Syeda, Chaitya Shah, John A. Guerra Gomez, Michelle A. Borkin
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
Michail Schwab, Aditeya Pandey, Michelle A. Borkin
Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (CHI EA), 2021
Aditeya Pandey, Uzma Haque Syeda, Michelle A Borkin
IEEE Workshop on Evaluation and Beyond - Methodological Approaches to Visualization (BELIV), 2020
Aditeya Pandey, Sehi Lyi, Nils Gehlenborg
IEEE Vis 2020
S. Bartolomeo, Aditeya Pandey, A. Leventidis, D. Saffo, U. H. Syeda, E. Carstensdottir, M. S. El-Nasr, M. A. Borkin, C. Dunne.
In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI), 2020
Aditeya Pandey, Harsh Shukla, Geoffrey S Young, Lei Qin, Amir A Zamani, Liangge Hsu, Raymond Huang, Cody Dunne, Michelle A Borkin
IEEE Vis 2019, IEEE Transactions on Visualization and Computer Graphics (TVCG)
Aditeya Pandey, Larry Chan, Raven Gao, Joy Scott, Brian Staats
IEEE Vizsec 2019
Aditeya Pandey, Harsh Shukla, Geoffrey S. Young, Lei Qin, Cody Dunne, Michelle A. Borkin
IEEE Vis 2018
Karamjit Singh, Kaushal Paneri, Aditeya Pandey, Garima Gupta, Geetika Sharma, Puneet Agarwal, and Gautam Shroff
9th International Conference on Information Fusion (FUSION), IEEE, 2016
Geetika Sharma, Gautam Shroff, Aditeya Pandey, Brijendra Singh, Gunjan Sehgal, Kaushal Paneri, Puneet Agarwal
IEEE International Conference on Data Mining Workshop (ICDMW), 2015
Aditeya Pandey, Kunal Ranjan, Geetika Sharma, Lipika Dey
Proceedings of the 8th International Symposium on Visual Information Communication and Interaction, 2015
Geetika Sharma, Gautam Shroff, Aditeya Pandey, Puneet Agarwal, Ashwin Srinivasan
Proceedings of EuroVA, 2014