A Robust Tuned K-Nearest Neighbours Classifier for Software Defect Prediction

Approved

Classifications

MinEdu publication type
A4 Article in conference proceedings (peer-reviewed)
Category
A. Vertaisarvioidut tieteelliset artikkelit
Refereed
Kyllä
Sub category
A4. Artikkeli konferenssijulkaisussa
Type
1

Authors of the publication

Number of authors
7
Authors
Nasser, Abdullah B.; Ghanem, Waheed; Abdul-Qawy, Antar Shaddad Hamed; Ali, Mohammed A. H.; Saad, Abdul-Malik; Ghaleb, Sanaa A. A.; Alduais, Nayef

Publication channel information

Title of host publication
Proceedings of the 2nd International Conference on Emerging Technologies and Intelligent Systems : ICETIS 2022, Volume 2
Editors of host publication
Al-Sharafi, Mohammed A.; Al-Emran, Mostafa; Al-Kabi, Mohammed Naji; Shaalan, Khaled
ISBN (print)
978-3-031-20428-9
ISBN (electronic)
978-3-031-20429-6
Name of conference
International Conference on Emerging Technologies and Intelligent System
Title of journal/series
Lecture notes in networks and systems
ISSN (print)
2367-3370
ISSN (electronic)
2367-3389
ISSN (linking)
2367-3389
Publisher
Springer
Publication forum ID
87580
Publication forum level
1
Channel
Lehti/sarja
Country of publication
Switzerland
Internationality
Yes

Detailed publication information

Publication year
2022
Reporting year
2022
Journal/series issue number
573
Page numbers
181-193
DOI
10.1007/978-3-031-20429-6_18
Language of publication
English

Co-publication information

International co-publication
Yes
Co-publication with a company
No

Availability

Link to self-archived version
https://urn.fi/URN:NBN:fi-fe2022122873959

Classification and additional information

Keywords
Machine learning; Software Defect Prediction; K-Nearest Neighbors classifier; Hyper-parameters Tuning

Source database ID

Scopus ID
2-s2.0-85144931082