MSc in Computer Science (2020)
University of Lethbridge, Canada
MPhil in Computer Science (2018)
University of Peradeniya, Sri Lanka
BSc in Computer Science (2010)
University of Peradeniya, Sri Lanka
About me
I am a PhD student at the University of Alberta. I work with Dr. Sarah Nadi at Software Maintenance and Reuse lab. My research interest is in identifying misuses of data science and machine learning APIs. Currently, I am evaluating the misuses in Python applications to understand which APIs are frequently misused and what are the consequences of those misuses.
Education
Publications
Conference proceedings
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Does This Apply to Me? An Empirical Study of Technical Context in Stack Overflow
Akalanka Galappaththi, Sarah Nadi, Christoph Treude
19th International Conference in Mining Software Repositories (MSR), 2022 [arXiv] -
Automatically Annotating Sentences for Task-specific Bug Report Summarization
Akalanka Galappaththi, John Anvik, Rafat Islam
36th International Conference on Automated Software Engineering (ASE), 2021 [paper] -
Are Automatic Bug Report Summarization Missing the Target?
John Anvik, Akalanka Galappaththi
13th International Workshop on Corporative and Human Aspects of Software Engineering (CHASE/ICSEW), 2020 [paper] -
Feature Evaluation for Automatic Bug Report Summarization
Akalanka Galappaththi, John Anvik
31st International Conference on Software Engineering and Knowledge Engineering (SEKE), 2019 [PDF]
Journal articles
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Fuzzy based Binary Feature Profiling for Modus Operandi Analysis
M.A.P. Chamikara, Akalanka Galappaththi, R.D. Yapa, R.D. Nawarathna, S.R. Kodituwakku, J. Gunatilke, A.A.C.A. Jayathilake, L.H. Liyanage
PeerJ Computer Science, 2016 [paper]