Research output per year
Research output per year
Personal profile
Biography
Upulee received her Ph.D. in Computer Science from Colorado State University in 2015, a Master of Science in Computer Engineering from Purdue University in 2010, and a Bachelor of Science in Computer Engineering from University of Peradeniya, Sri Lanka in 2007. She has published multiple peer- reviewed articles and book chapters on Metamorphic Testing including the first paper on automatic detection of Metamorphic Relations.
Related documents
Education/Academic qualification
Computer Science, PhD, Colorado State University - Fort Collins
Aug 2011 → May 2015
Electrical and Computer Engineering, MS
Aug 2008 → May 2010
Engineering (Computer Engineering), BS
Sep 2002 → Aug 2007
-
Improving Early Fault Detection in Machine Learning Systems Using Data Diversity-Driven Metamorphic Relation Prioritization
Srinivasan, M. & Kanewala, U., Sep 2024, In: Electronics (Switzerland). 13, 17, 3380.Research output: Contribution to journal › Article › peer-review
Open Access -
MLHCBugs: A Framework to Reproduce Real Faults in Healthcare Machine Learning Applications
Jaganathan, G. S., Kazi, N., Kahanda, I. & Kanewala, U., May 27 2024, Proceedings - 2024 IEEE Conference on Software Testing, Verification and Validation, ICST 2024. p. 445-447 3 p. (Proceedings - 2024 IEEE Conference on Software Testing, Verification and Validation, ICST 2024).Research output: Chapter or Contribution to Book › Literary contribution
-
Poster: Towards Understanding Root Causes of Real Failures in Healthcare Machine Learning Applications
Jaganathan, G. S., Kazi, N., Kahanda, I. & Kanewala, U., May 27 2024, Proceedings - 2024 IEEE Conference on Software Testing, Verification and Validation, ICST 2024. p. 430-433 4 p. (Proceedings - 2024 IEEE Conference on Software Testing, Verification and Validation, ICST 2024).Research output: Chapter or Contribution to Book › Literary contribution
-
A Test Suite Minimization Technique for Testing Numerical Programs
Saha, P., Izurieta, C. & Kanewala, U., 2023, Proceedings - 2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications, SERA 2023. Song, Y.-T., Rhee, J. & Jeon, Y. (eds.). p. 61-68 8 p. (Proceedings - 2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications, SERA 2023).Research output: Chapter or Contribution to Book › Literary contribution
-
Learning I/O Variables from Scientific Software’s User Manuals
Peng, Z., Lin, X., Santhoshkumar, S. N., Niu, N. & Kanewala, U., 2022, Computational Science - ICCS 2022, 22nd International Conference, Proceedings. Groen, D., de Mulatier, C., Krzhizhanovskaya, V. V., Sloot, P. M. A., Paszynski, M. & Dongarra, J. J. (eds.). p. 503-516 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13353 LNCS).Research output: Chapter or Contribution to Book › Literary contribution
Datasets
-
Dataset for Automated Medical Transcription
Kazi, N. (Contributor), Kuntz, M. (Contributor), Kanewala, U. (Contributor), Kahanda, I. (Contributor) & Arzubi, E. (Contributor), ZENODO, Nov 18 2020
DOI: 10.5281/zenodo.4279041, https://zenodo.org/record/4279041
Dataset