Brett A. Jefferson

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 15

Top Topics

Convolutional Neural Network

Utility Elicitation

Top Venues

Frontiers Artif. Intell.

Publications

Jessica Baweja, Corey K. Fallon, Brett A. Jefferson
Corrigendum: Opportunities for human factors in machine learning. Frontiers Artif. Intell. 6 (2023)
Alexander A. Anderson, Brett A. Jefferson, Slaven Kincic, John E. Wenskovitch, Corey K. Fallon, Jessica Baweja, Yousu Chen
Human-Centric Contingency Analysis Metrics for Evaluating Operator Performance and Trust. IEEE Access 11 (2023)
Emilie Purvine, Davis Brown, Brett A. Jefferson, Cliff A. Joslyn, Brenda Praggastis, Archit Rathore, Madelyn Shapiro, Bei Wang, Youjia Zhou
Experimental Observations of the Topology of Convolutional Neural Network Activations. AAAI (2023)
Jessica Baweja, Corey K. Fallon, Brett A. Jefferson
Opportunities for human factors in machine learning. Frontiers Artif. Intell. 6 (2023)
Emilie Purvine, Davis Brown, Brett A. Jefferson, Cliff A. Joslyn, Brenda Praggastis, Archit Rathore, Madelyn Shapiro, Bei Wang, Youjia Zhou
Experimental Observations of the Topology of Convolutional Neural Network Activations. CoRR (2022)
John E. Wenskovitch, Brett A. Jefferson, Alexander Anderson, Jessica Baweja, Danielle Ciesielski, Corey K. Fallon
A Methodology for Evaluating Operator Usage of Machine Learning Recommendations for Power Grid Contingency Analysis. Frontiers Big Data 5 (2022)
Henry Kvinge, Brett A. Jefferson, Cliff A. Joslyn, Emilie Purvine
Sheaves as a Framework for Understanding and Interpreting Model Fit. ICCVW (2021)
Christian Lebiere, Leslie M. Blaha, Corey K. Fallon, Brett A. Jefferson
Adaptive Cognitive Mechanisms to Maintain Calibrated Trust and Reliance in Automation. Frontiers Robotics AI 8 (2021)
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
Hypergraph models of biological networks to identify genes critical to pathogenic viral response. BMC Bioinform. 22 (1) (2021)
Brett A. Jefferson, Natalie C. Heller, Joseph A. Cottam, Nhuy Van, George Chin
The Utility in Conjoint Analysis as a Fast Expert Elicitation Technique. ISI (2021)
Henry Kvinge, Brett A. Jefferson, Cliff A. Joslyn, Emilie Purvine
Sheaves as a Framework for Understanding and Interpreting Model Fit. CoRR (2021)
Brett A. Jefferson, Carlos Ortiz Marrero
Robust Assessment of Real-World Adversarial Examples. CVPR Workshops (2020)
Cliff A. Joslyn, Sinan Aksoy, Tiffany J. Callahan, Lawrence E. Hunter, Brett A. Jefferson, Brenda Praggastis, Emilie A. H. Purvine, Ignacio J. Tripodi
Hypernetwork Science: From Multidimensional Networks to Computational Topology. CoRR (2020)
Brett A. Jefferson, Carlos Ortiz Marrero
Robustness Metrics for Real-World Adversarial Examples. CoRR (2019)
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
HyperThesis: Topological Hypothesis Management in a Hypergraph Knowledgebase. TAC (2018)