AutoConf: Automated configuration of unsupervised learning systems using metamorphic testing and Bayesian optimization
Unsupervised learning systems using clustering have gained significant attention for numerous applications due to their unique ability to discover patterns and structures in large unlabeled datasets. However, their effectiveness highly depends on their configuration, which requires domain-specific e...
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| Main Authors: | , , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2023
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/8405 https://ink.library.smu.edu.sg/context/sis_research/article/9408/viewcontent/Testing_Unsupervised_Learning___ASE_2023.pdf |
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| Institution: | Singapore Management University |
| Language: | English |