# A systematic literature review on software defect prediction using artificial intelligence: Datasets, Data Validation Methods, Approaches, and Tools

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-systematic-literature-review-on-software-defect-prediction-using-artificial/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Jalaj Pachouly,Swati Ahirrao,Ketan Kotecha,Ganeshsree Selvachandran,Ajith Abraham |
| Citations | 234 |
| DOI | 10.1016/j.engappai.2022.104773 |
| Fields | Computer Science |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W4221057950 |
| Type | review |
| Year | 2022 |

## Paper authors

- [Ketan Kotecha](https://scholariq.org/researchers/ketan-kotecha/)

## Paper journal

- [Engineering Applications of Artificial Intelligence](https://scholariq.org/journals/engineering-applications-of-artificial-intelligence/)

## Paper primary topic

- [Software Engineering Research](https://scholariq.org/topics/software-engineering-research/)

## Paper topics

- [Software Engineering Research](https://scholariq.org/topics/software-engineering-research/)
- [Software Reliability and Analysis Research](https://scholariq.org/topics/software-reliability-and-analysis-research/)
- [Software System Performance and Reliability](https://scholariq.org/topics/software-system-performance-and-reliability/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.