{"id":"https://openalex.org/W7166861495","doi":"https://doi.org/10.1016/j.scico.2026.103534","title":"Software defect prediction via contrastive similarity learning and inter-sample attention","display_name":"Software defect prediction via contrastive similarity learning and inter-sample attention","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7166861495","doi":"https://doi.org/10.1016/j.scico.2026.103534"},"language":"en","primary_location":{"id":"doi:10.1016/j.scico.2026.103534","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.scico.2026.103534","pdf_url":null,"source":{"id":"https://openalex.org/S21029587","display_name":"Science of Computer Programming","issn_l":"0167-6423","issn":["0167-6423","1872-7964"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science of Computer Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117236115","display_name":"Ahmed-Reda Rhazi","orcid":null},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Ahmed\u2013Reda Rhazi","raw_affiliation_strings":["Laboratory of Applied Mathematics and Computer Science, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakesh, Morocco"],"raw_orcid":"https://orcid.org/0009-0007-6500-4853","affiliations":[{"raw_affiliation_string":"Laboratory of Applied Mathematics and Computer Science, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070963837","display_name":"Oumayma Banouar","orcid":"https://orcid.org/0000-0003-3719-6433"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Oumayma Banouar","raw_affiliation_strings":["Laboratory of Applied Mathematics and Computer Science, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakesh, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Applied Mathematics and Computer Science, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068476326","display_name":"Fadel Tour\u00e9","orcid":"https://orcid.org/0000-0001-6801-2006"},"institutions":[{"id":"https://openalex.org/I4210120241","display_name":"Innovation and Economic Development Trois Rivi\u00e8res","ror":"https://ror.org/01vq7jx45","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210120241"]},{"id":"https://openalex.org/I63341726","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I63341726"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fadel Toure","raw_affiliation_strings":["Laboratory IT, Statistics and Transdisciplinary Smart Technologies, University of Quebec, Trois-Rivi\u00e8res, Quebec, Canada"],"raw_orcid":"https://orcid.org/0000-0001-6801-2006","affiliations":[{"raw_affiliation_string":"Laboratory IT, Statistics and Transdisciplinary Smart Technologies, University of Quebec, Trois-Rivi\u00e8res, Quebec, Canada","institution_ids":["https://openalex.org/I4210120241","https://openalex.org/I63341726"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058546197","display_name":"Said Raghay","orcid":"https://orcid.org/0000-0002-3048-4224"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Said Raghay","raw_affiliation_strings":["Laboratory of Applied Mathematics and Computer Science, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakesh, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Applied Mathematics and Computer Science, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070963837","https://openalex.org/A5117236115"],"corresponding_institution_ids":["https://openalex.org/I119856527"],"apc_list":{"value":2460,"currency":"USD","value_usd":2460},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87068221,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"254","issue":null,"first_page":"103534","last_page":"103534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9036999940872192,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9036999940872192,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.01590000092983246,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.011300000362098217,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5895000100135803},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.48559999465942383},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.4643000066280365},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34459999203681946},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.2669000029563904}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9063000082969666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6032000184059143},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5895000100135803},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.48559999465942383},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.4643000066280365},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.44850000739097595},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34459999203681946},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29750001430511475},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.24869999289512634}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.scico.2026.103534","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.scico.2026.103534","pdf_url":null,"source":{"id":"https://openalex.org/S21029587","display_name":"Science of Computer Programming","issn_l":"0167-6423","issn":["0167-6423","1872-7964"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science of Computer Programming","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1964962870","https://openalex.org/W2146338950","https://openalex.org/W2148143831","https://openalex.org/W2158864412","https://openalex.org/W2167363007","https://openalex.org/W2911964244","https://openalex.org/W2962798326","https://openalex.org/W2989020596","https://openalex.org/W4225248439","https://openalex.org/W4292769209","https://openalex.org/W4304688778","https://openalex.org/W4310390625","https://openalex.org/W4391582462","https://openalex.org/W4391882875","https://openalex.org/W4401030089","https://openalex.org/W4409642872","https://openalex.org/W4412040139"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-07-02T00:00:00"}
