Adam Spannaus

12 papers Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Data Assimilation for Robust UQ Within Agent-Based Simulation on HPC Systems.
PASC
Adam Spannaus, Sifat Afroj Moon, John Gounley, Heidi A. Hanson
2025 J jnl
Global explainability of a deep abstaining classifier.
CoRR
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
2025 — conf
Multi-Label Classification with Constraint-Based Learning for Hierarchical Consistency.
CAI
Abhishek Shivanna, Heidi A. Hanson, John Gounley, Adam Spannaus
2024 J jnl
Deep learning uncertainty quantification for clinical text classification.
J. Biomed. Informatics
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
2024 J jnl
Investigating the importance of social vulnerability in opioid-related mortality across the United States.
CoRR
Andrew Deas, Adam Spannaus, Dakotah D. Maguire, Jodie Trafton, Anuj J. Kapadia, Vasileios Maroulas
2024 — conf
Topological Interpretability for Deep Learning.
PASC
Adam Spannaus, Heidi A. Hanson, Georgia D. Tourassi, Lynne Penberthy
2023 J jnl
FrESCO: Framework for Exploring Scalable Computational Oncology.
J. Open Source Softw.
Adam Spannaus, John Gounley, Mayanka Chandra Shekar, Zachary R. Fox, Jamaludin Mohd-Yusof, Noah Schaefferkoetter, Heidi A. Hanson
2023 J jnl
Topological Interpretability for Deep-Learning.
CoRR
Adam Spannaus, Heidi A. Hanson, Lynne Penberthy, Georgia D. Tourassi
2021 J jnl
Materials Fingerprinting Classification.
CoRR
Adam Spannaus, Kody J. H. Law, Piotr Luszczek, Farzana Nasrin, Cassie Putman Micucci, Peter K. Liaw, Louis Joseph Santodonato, David J. Keffer, Vasileios Maroulas
2021 J jnl
Materials Fingerprinting Classification.
Comput. Phys. Commun.
Adam Spannaus, Kody J. H. Law, Piotr Luszczek, Farzana Nasrin, Cassie Putman Micucci, Peter K. Liaw, Louis Joseph Santodonato, David J. Keffer, Vasileios Maroulas
2020 J jnl
A stable cardinality distance for topological classification.
Adv. Data Anal. Classif.
Vasileios Maroulas, Cassie Putman Micucci, Adam Spannaus
2018 J jnl
A Stable Cardinality Distance for Topological Classification.
CoRR
Vasileios Maroulas, Cassie Putman Micucci, Adam Spannaus