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Toward Reliable Software Analytics: Systematic Integration of Explanations From Different Model-Agnostic Techniques
- Authors
- Lee, Gichan; Lee, Scott Uk Jin
- Issue Date
- May-2023
- Publisher
- Institute of Electrical and Electronics Engineers
- Keywords
- Predictive models; Electric breakdown; Software; Analytical models; Computational modeling; Software engineering; Radio frequency
- Citation
- IEEE Software, v.40, no.03, pp 34 - 42
- Pages
- 9
- Indexed
- SCIE
SCOPUS
- Journal Title
- IEEE Software
- Volume
- 40
- Number
- 03
- Start Page
- 34
- End Page
- 42
- ISSN
- 0740-7459
1937-4194
- Abstract
- This article discusses the problems caused by the inconsistent explanations generated from different modelagnostic techniques for software analytics. We propose a method to integrate inconsistent explanations to derive information that can provide more useful and reliable software analytics to practitioners.
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Related Researcher
- Lee, Scott Uk Jin
- ERICA 소프트웨어융합대학 (ERICA 컴퓨터학부)