Cynthia C. S. Liem
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Date
2023
2020
2018
Treat societally impactful scientific insights as open-source software artifacts
Cynthia C. S. Liem
,
Andrew Demetriou
May 2023
Proceedings ICSE-SEIS 2023
We should rethink the way we publish academic output. Best practices in open-source software development may hold important keys.
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Can't trust the feeling? How open data reveals unexpected behavior of high-level music descriptors
Cynthia C. S. Liem
,
Chris Mostert
October 2020
Proceedings ISMIR 2020
When run ‘in the wild’ by the community, high-level music descriptors may not perform the way they did in the lab.
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Poster
Video
Oracle Issues in Machine Learning and Where to Find Them
Cynthia C. S. Liem
,
Annibale Panichella
June 2020
ICSEW'20: Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops
To what extent can we trust ‘ground truth’ in supervised machine learning to be a reliable oracle?
PDF
Video
ACM Digital Library
Psychology Meets Machine Learning
Cynthia C. S. Liem
,
Markus Langer
,
Andrew Demetriou
,
Annemarie M. F. Hiemstra
,
Achmadnoer Sukma Wicaksana
,
Marise Ph. Born
,
Cornelius J. König
November 2018
Explainable and Interpretable Models in Computer Vision and Machine Learning
Interdisciplinary Perspectives on Algorithmic Job Candidate Screening
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