DCSVM: fast multi-class classification using support vector machines. - Duleep Rathgamage Don; Ionut Emil Iacob (Int. J. Mach. Learn. Cybern., 2020)

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 (IRI, 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 (ICSC, 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)

Leveraging Probe Data and Machine Learning to Derive and Interpret Macroscopic Fundamental Diagrams Across U.S. Cities. - Ling Jin; Xiaodan Xu; Yuhan Wang; Kaveh Farokhi Sadabadi; Alina Lazar; Duleep Rathgamage Don; Zachary Needell; C. Anna Spurlock; Mahyar Amirgholy; Mona Asudegi (IEEE Big Data, 2023)

A Multistage Framework for Detection of Very Small Objects. - Duleep Rathgamage Don; Ramazan Aygun; Mahmut Karakaya (ICMVA, 2023)

Cluster Language Model for Improved E-Commerce Retrieval and Ranking: Leveraging Query Similarity and Fine-Tuning for Personalized Results. - Duleep Rathgamage Don; Ying Xie; Le Yu; Simon Hughes; Yun Zhu (CoRR, 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)