{"id":"https://openalex.org/W4412670542","doi":"https://doi.org/10.1007/s00500-025-10751-4","title":"Explainable-AI-assisted feature selection for software change-proneness prediction","display_name":"Explainable-AI-assisted feature selection for software change-proneness prediction","publication_year":2025,"publication_date":"2025-06-01","ids":{"openalex":"https://openalex.org/W4412670542","doi":"https://doi.org/10.1007/s00500-025-10751-4"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-025-10751-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-025-10751-4","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","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/A5076334343","display_name":"Ankit Rajpal","orcid":"https://orcid.org/0000-0002-0033-4380"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ankit Rajpal","raw_affiliation_strings":["Department of Computer Science, Faculty of Mathematical Sciences, University of Delhi, Delhi, 110007, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Mathematical Sciences, University of Delhi, Delhi, 110007, Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029493423","display_name":"Megha Khanna","orcid":"https://orcid.org/0000-0003-4379-1837"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Megha Khanna","raw_affiliation_strings":["Department of Computer Science, Sri Guru Gobind Singh College of Commerce, University of Delhi, Delhi, 110034, Delhi, India"],"raw_orcid":"https://orcid.org/0000-0003-4379-1837","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sri Guru Gobind Singh College of Commerce, University of Delhi, Delhi, 110034, Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060659461","display_name":"Naman Singhal","orcid":null},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Naman Singhal","raw_affiliation_strings":["Department of Computer Science, Faculty of Mathematical Sciences, University of Delhi, Delhi, 110007, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Mathematical Sciences, University of Delhi, Delhi, 110007, Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5029493423"],"corresponding_institution_ids":["https://openalex.org/I110166357"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":1.9684,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88631737,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"29","issue":"11-12","first_page":"4685","last_page":"4709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9879999756813049,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6965887546539307},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6524568200111389},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.571524441242218},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5547828078269958},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5148507952690125},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4774632751941681},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43570104241371155},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3245357275009155},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10550782084465027}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6965887546539307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6524568200111389},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.571524441242218},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5547828078269958},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5148507952690125},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4774632751941681},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43570104241371155},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3245357275009155},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10550782084465027},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-025-10751-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-025-10751-4","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1542632805","https://openalex.org/W1964062576","https://openalex.org/W2023430262","https://openalex.org/W2056132907","https://openalex.org/W2295598076","https://openalex.org/W2550879055","https://openalex.org/W2568720339","https://openalex.org/W2603924975","https://openalex.org/W2731862956","https://openalex.org/W2734604345","https://openalex.org/W2791315675","https://openalex.org/W2911964244","https://openalex.org/W2911970605","https://openalex.org/W2931229422","https://openalex.org/W2947588076","https://openalex.org/W3015461837","https://openalex.org/W3089420282","https://openalex.org/W3118969496","https://openalex.org/W3134816784","https://openalex.org/W3163466556","https://openalex.org/W3176167758","https://openalex.org/W4205601502","https://openalex.org/W4236239316","https://openalex.org/W4243120570","https://openalex.org/W4281259629","https://openalex.org/W4299627282","https://openalex.org/W4308095718","https://openalex.org/W4385438470","https://openalex.org/W4386281023","https://openalex.org/W4388145526","https://openalex.org/W4391882875","https://openalex.org/W4392882189","https://openalex.org/W4396952634","https://openalex.org/W6824849174"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W3147584709","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2961085424","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}