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Journal Articles
- 2023
[j6]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: 109689-109707 (2023)- [j5]Jessica Baweja, Corey K. Fallon, Brett A. Jefferson:
Corrigendum: Opportunities for human factors in machine learning. Frontiers Artif. Intell. 6 (2023) - [j4]Jessica Baweja, Corey K. Fallon, Brett A. Jefferson:
Opportunities for human factors in machine learning. Frontiers Artif. Intell. 6 (2023) - 2022
- [j3]John E. Wenskovitch, Brett A. Jefferson, Alexander A. 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) - 2021
- [j2]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): 287 (2021) - [j1]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: 652776 (2021)
Conference and Workshop Papers
- 2023
- [c4]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: 9470-9479 - 2021
- [c3]Henry Kvinge, Brett A. Jefferson, Cliff A. Joslyn, Emilie Purvine:
Sheaves as a Framework for Understanding and Interpreting Model Fit. ICCVW 2021: 4205-4213 - [c2]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: 1-6 - 2020
- [c1]Brett A. Jefferson, Carlos Ortiz Marrero:
Robust Assessment of Real-World Adversarial Examples. CVPR Workshops 2020: 3442-3449
Informal and Other Publications
- 2022
- [i5]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 abs/2212.00222 (2022) - 2021
- [i4]Henry Kvinge, Brett A. Jefferson, Cliff A. Joslyn, Emilie Purvine:
Sheaves as a Framework for Understanding and Interpreting Model Fit. CoRR abs/2105.10414 (2021) - 2020
- [i3]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 abs/2003.11782 (2020) - 2019
- [i2]Brett A. Jefferson, Carlos Ortiz Marrero:
Robustness Metrics for Real-World Adversarial Examples. CoRR abs/1911.10435 (2019) - 2018
- [i1]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
Coauthor Index
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