Jonathan Boardman

According to our database, Jonathan Boardman authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Target Permutation for Feature Significance and Applications in Neural Networks.

Sanad Biswas, Nina Grundlingh, Jonathan Boardman, Joseph White, Linh Le

Proceedings of the International Conference on Machine Learning and Applications, 2024

2023

Automation of Explainability Auditing for Image Recognition.

Duleep Rathgamage Don, Jonathan Boardman, Sudhashree Sayenju, Ramazan Aygun, Yifan Zhang, Bill Franks, Sereres Johnston, George Lee, Dan Sullivan, Girish Modgil

Int. J. Multim. Data Eng. Manag., 2023

2022

Quantification and Mitigation of Directional Pairwise Class Confusion Bias in a Chatbot Intent Classification Model.

Sudhashree Sayenju, Ramazan Aygun, Jonathan Boardman, Duleep Prasanna Rathgamage Don, Yifan Zhang, Bill Franks, Sereres Johnston, George Lee, Dan Sullivan, Girish Modgil

Int. J. Semantic Comput., 2022

Directional Pairwise Class Confusion Bias and Its Mitigation.

Sudhashree Sayenju, Ramazan Aygun, Jonathan Boardman, Duleep Prasanna Rathgamage Don, Yifan Zhang, Bill Franks, Sereres Johnston, George Lee, Dan Sullivan, Girish Modgil

Proceedings of the 16th IEEE International Conference on Semantic Computing, 2022

Explainability Audit: An Automated Evaluation of Local Explainability in Rooftop Image Classification.

Duleep Rathgamage Don, Jonathan Boardman, Sudhashree Sayenju, Ramazan Aygun, Yifan Zhang, Bill Franks, Sereres Johnston, George Lee, Dan Sullivan, Girish Modgil

Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

Applications of Integrated Gradients in Credit Risk Modeling.

Md. Shafiul Alam, Jonathan Boardman, Xiao Huang, Matthew Turner

Proceedings of the IEEE International Conference on Big Data, 2022