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Toward Reliable Software Analytics: Systematic Integration of Explanations From Different Model-Agnostic Techniques
- Lee, Gichan;
- Lee, Scott Uk Jin
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WEB OF SCIENCE
2Citations
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6초록
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.
키워드
Predictive models; Electric breakdown; Software; Analytical models; Computational modeling; Software engineering; Radio frequency
- 제목
- Toward Reliable Software Analytics: Systematic Integration of Explanations From Different Model-Agnostic Techniques
- 저자
- Lee, Gichan; Lee, Scott Uk Jin
- 발행일
- 2023-05
- 유형
- 정기학술지(Article(Perspective Article포함))
- 저널명
- IEEE Software
- 권
- 40
- 호
- 03
- 페이지
- 34 ~ 42
- 언어
- ENG
- 출판사
- IEEE COMPUTER SOC
- 발행국가
- 미국
- 분량
- 9 페이지
- ISSN
- E 1937-4194
P 0740-7459