Adam Spannaus

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Automated Classification

Unsupervised Learning

Text Classification

Top Venues

Comput. Phys. Commun.

J. Biomed. Informatics

Publications

Adam Spannaus, Heidi A. Hanson, Georgia D. Tourassi, Lynne Penberthy
Topological Interpretability for Deep Learning. PASC (2024)
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
Deep learning uncertainty quantification for clinical text classification. J. Biomed. Informatics 149 (2024)
Adam Spannaus, Heidi A. Hanson, Lynne Penberthy, Georgia D. Tourassi
Topological Interpretability for Deep-Learning. CoRR (2023)
Adam Spannaus, John Gounley, Mayanka Chandra Shekar, Zachary R. Fox, Jamaludin Mohd-Yusof, Noah Schaefferkoetter, Heidi A. Hanson
FrESCO: Framework for Exploring Scalable Computational Oncology. J. Open Source Softw. 8 (90) (2023)
Adam Spannaus, Kody J. H. Law, Piotr Luszczek, Farzana Nasrin, Cassie Putman Micucci, Peter K. Liaw, Louis Joseph Santodonato, David J. Keffer, Vasileios Maroulas
Materials Fingerprinting Classification. CoRR (2021)
Adam Spannaus, Kody J. H. Law, Piotr Luszczek, Farzana Nasrin, Cassie Putman Micucci, Peter K. Liaw, Louis Joseph Santodonato, David J. Keffer, Vasileios Maroulas
Materials Fingerprinting Classification. Comput. Phys. Commun. 266 (2021)
Vasileios Maroulas, Cassie Putman Micucci, Adam Spannaus
A stable cardinality distance for topological classification. Adv. Data Anal. Classif. 14 (3) (2020)
Vasileios Maroulas, Cassie Putman Micucci, Adam Spannaus
A Stable Cardinality Distance for Topological Classification. CoRR (2018)