Brett A. Jefferson

According to our database, Brett A. Jefferson authored at least 13 papers between 2018 and 2023.

Collaborative distances:

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

2023

Opportunities for human factors in machine learning.

Jessica Baweja, Corey K. Fallon, Brett A. Jefferson

Frontiers Artif. Intell., February, 2023

Corrigendum: Opportunities for human factors in machine learning.

Jessica Baweja, Corey K. Fallon, Brett A. Jefferson

Frontiers Artif. Intell., February, 2023

Human-Centric Contingency Analysis Metrics for Evaluating Operator Performance and Trust.

Alexander A. Anderson, Brett A. Jefferson, Slaven Kincic, John E. Wenskovitch, Corey K. Fallon, Jessica Baweja, Yousu Chen

IEEE Access, 2023

Experimental Observations of the Topology of Convolutional Neural Network Activations.

Emilie Purvine, Davis Brown, Brett A. Jefferson, Cliff A. Joslyn, Brenda Praggastis, Archit Rathore, Madelyn Shapiro, Bei Wang, Youjia Zhou

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A Methodology for Evaluating Operator Usage of Machine Learning Recommendations for Power Grid Contingency Analysis.

John E. Wenskovitch, Brett A. Jefferson, Alexander A. Anderson, Jessica Baweja, Danielle Ciesielski, Corey K. Fallon

Frontiers Big Data, 2022

2021

Adaptive Cognitive Mechanisms to Maintain Calibrated Trust and Reliance in Automation.

Christian Lebiere, Leslie M. Blaha, Corey K. Fallon, Brett A. Jefferson

Frontiers Robotics AI, 2021

Hypergraph models of biological networks to identify genes critical to pathogenic viral response.

Song Feng, Emily Heath, Brett A. Jefferson, Cliff A. Joslyn, Henry Kvinge, Hugh D. Mitchell, Brenda Praggastis, Amie J. Eisfeld, Amy C. Sims, Larissa B. Thackray, Shufang Fan, Kevin B. Walters, Peter J. Halfmann, Danielle Westhoff-Smith, Qing Tan, Vineet D. Menachery, Timothy P. Sheahan, Adam S. Cockrell, Jacob F. Kocher, Kelly G. Stratton, Natalie C. Heller, Lisa M. Bramer, Michael S. Diamond, Ralph S. Baric, Katrina M. Waters, Yoshihiro Kawaoka, Jason E. McDermott, Emilie Purvine

BMC Bioinform., 2021

The Utility in Conjoint Analysis as a Fast Expert Elicitation Technique.

Brett A. Jefferson, Natalie C. Heller, Joseph A. Cottam, Nhuy Van, George Chin

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2021

Sheaves as a Framework for Understanding and Interpreting Model Fit.

Henry Kvinge, Brett A. Jefferson, Cliff A. Joslyn, Emilie Purvine

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Hypernetwork Science: From Multidimensional Networks to Computational Topology.

Cliff A. Joslyn, Sinan Aksoy, Tiffany J. Callahan, Lawrence E. Hunter, Brett A. Jefferson, Brenda Praggastis, Emilie A. H. Purvine, Ignacio J. Tripodi

CoRR, 2020

Robust Assessment of Real-World Adversarial Examples.

Brett A. Jefferson, Carlos Ortiz Marrero

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Robustness Metrics for Real-World Adversarial Examples.

Brett A. Jefferson, Carlos Ortiz Marrero

CoRR, 2019

2018

HyperThesis: Topological Hypothesis Management in a Hypergraph Knowledgebase.

Cliff A. Joslyn, Michael Robinson, J. Smart, Khushbu Agarwal, David Bridgeland, Adam Brown, Sutanay Choudhury, Brett A. Jefferson, Brenda Praggastis, Emilie Purvine, William P. Smith, Dimitri Zarzhitsky

Proceedings of the 2018 Text Analysis Conference, 2018