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Duleep Rathgamage Don

Duleep Prasanna Rathgamage Don

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affiliation: Kennesaw State University, School of Data Science and Analytics, Marietta, GA, USA

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2020 – today

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2023
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Ling Jin, Xiaodan Xu, Yuhan Wang, Kaveh Farokhi Sadabadi, Alina Lazar, Duleep Rathgamage Don, Zachary Needell, C. Anna Spurlock, Mahyar Amirgholy, Mona Asudegi:
Leveraging Probe Data and Machine Learning to Derive and Interpret Macroscopic Fundamental Diagrams Across U.S. Cities. IEEE Big Data 2023: 2606-2615
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Duleep Rathgamage Don, Ramazan Aygun, Mahmut Karakaya:
A Multistage Framework for Detection of Very Small Objects. ICMVA 2023
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Duleep Rathgamage Don, Ying Xie, Le Yu, Simon Hughes, Yun Zhu:
Cluster Language Model for Improved E-Commerce Retrieval and Ranking: Leveraging Query Similarity and Fine-Tuning for Personalized Results. CoRR abs/2309.14323 (2023)
2022
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Sudhashree Sayenju, Ramazan Aygun, Jonathan Boardman, Duleep Prasanna Rathgamage Don, Yifan Zhang, Bill Franks, Sereres Johnston, George Lee, Dan Sullivan, Girish Modgil:
Quantification and Mitigation of Directional Pairwise Class Confusion Bias in a Chatbot Intent Classification Model. Int. J. Semantic Comput. 16(4): 497-520 (2022)
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Duleep Rathgamage Don, Jonathan Boardman, Sudhashree Sayenju, Ramazan Aygun, Yifan Zhang, Bill Franks, Sereres Johnston, George Lee, Dan Sullivan, Girish Modgil:
Explainability Audit: An Automated Evaluation of Local Explainability in Rooftop Image Classification. IRI 2022: 184-189
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Sudhashree Sayenju, Ramazan Aygun, Jonathan Boardman, Duleep Prasanna Rathgamage Don, Yifan Zhang, Bill Franks, Sereres Johnston, George Lee, Dan Sullivan, Girish Modgil:
Directional Pairwise Class Confusion Bias and Its Mitigation. ICSC 2022: 67-74
2020
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Duleep Rathgamage Don, Ionut Emil Iacob:
DCSVM: fast multi-class classification using support vector machines. Int. J. Mach. Learn. Cybern. 11(2): 433-447 (2020)

2010 – 2019

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2018
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Duleep Rathgamage Don, Ionut Emil Iacob:
DCSVM: Fast Multi-class Classification using Support Vector Machines. CoRR abs/1810.09828 (2018)

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