Adam Spannaus

According to our database, Adam Spannaus authored at least 8 papers between 2020 and 2025.

Collaborative distances:

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

2025

Global explainability of a deep abstaining classifier.

Sayera Dhaubhadel, Jamaludin Mohd-Yusof, Benjamin H. McMahon, Trilce Estrada, Kumkum Ganguly, Adam Spannaus, John P. Gounley, Xiao-Cheng Wu, Eric B. Durbin, Heidi A. Hanson, Tanmoy Bhattacharya

CoRR, April, 2025

Data Assimilation for Robust UQ Within Agent-Based Simulation on HPC Systems.

Adam Spannaus, Sifat Afroj Moon, John Gounley, Heidi A. Hanson

Proceedings of the Platform for Advanced Scientific Computing Conference, 2025

2024

Deep learning uncertainty quantification for clinical text classification.

Alina Peluso, Ioana Danciu, Hong-Jun Yoon, Jamaludin Mohd-Yusof, Tanmoy Bhattacharya, Adam Spannaus, Noah Schaefferkoetter, Eric B. Durbin, Xiao-Cheng Wu, Antoinette Stroup, Jennifer A. Doherty, Stephen M. Schwartz, Charles Wiggins, Linda Coyle, Lynne Penberthy, Georgia D. Tourassi, Shang Gao

J. Biomed. Informatics, January, 2024

Investigating the importance of social vulnerability in opioid-related mortality across the United States.

Andrew Deas, Adam Spannaus, Dakotah D. Maguire, Jodie Trafton, Anuj J. Kapadia, Vasileios Maroulas

CoRR, 2024

Topological Interpretability for Deep Learning.

Adam Spannaus, Heidi A. Hanson, Georgia D. Tourassi, Lynne Penberthy

Proceedings of the Platform for Advanced Scientific Computing Conference, 2024

2023

FrESCO: Framework for Exploring Scalable Computational Oncology.

Adam Spannaus, John Gounley, Mayanka Chandra Shekar, Zachary R. Fox, Jamaludin Mohd-Yusof, Noah Schaefferkoetter, Heidi A. Hanson

J. Open Source Softw., October, 2023

2021

Materials Fingerprinting Classification.

Adam Spannaus, Kody J. H. Law, Piotr Luszczek, Farzana Nasrin, Cassie Putman Micucci, Peter K. Liaw, Louis Joseph Santodonato, David J. Keffer, Vasileios Maroulas

Comput. Phys. Commun., 2021

2020

A stable cardinality distance for topological classification.

Vasileios Maroulas, Cassie Putman Micucci, Adam Spannaus

Adv. Data Anal. Classif., 2020