{"id":"https://openalex.org/W1482971670","doi":"https://doi.org/10.1007/978-3-642-13792-1_11","title":"Regularities in Learning Defect Predictors","display_name":"Regularities in Learning Defect Predictors","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1482971670","doi":"https://doi.org/10.1007/978-3-642-13792-1_11","mag":"1482971670"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-13792-1_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-13792-1_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5044710601","display_name":"Burak Turhan","orcid":"https://orcid.org/0000-0003-1511-2163"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Burak Turhan","raw_affiliation_strings":["Department of Information Processing Science, University of Oulu, Oulu, Finland","Department of Information Processing Science , University of Oulu , Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Processing Science, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Department of Information Processing Science , University of Oulu , Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080569424","display_name":"Ay\u015fe Bener","orcid":"https://orcid.org/0000-0003-4934-8326"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ayse Bener","raw_affiliation_strings":["Department of Computer Engineering, Bo\u011fazi\u00e7i University, Istanbul, Turkey","Department of Computer Engineering, Bo\u011fazi\u00e7i University, Istanbul, Turkey#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Bo\u011fazi\u00e7i University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]},{"raw_affiliation_string":"Department of Computer Engineering, Bo\u011fazi\u00e7i University, Istanbul, Turkey#TAB#","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077008083","display_name":"Tim Menzies","orcid":"https://orcid.org/0000-0002-5040-3196"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tim Menzies","raw_affiliation_strings":["Lane Dept. of CS&EE, West Virginia University, Morgantown, USA","Lane Dept. of CS&EE, West Virginia University, Morgantown, WV#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lane Dept. of CS&EE, West Virginia University, Morgantown, USA","institution_ids":["https://openalex.org/I12097938"]},{"raw_affiliation_string":"Lane Dept. of CS&EE, West Virginia University, Morgantown, WV#TAB#","institution_ids":["https://openalex.org/I12097938"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"116","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9987000226974487,"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":0.9987000226974487,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9908000230789185,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9824000000953674,"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/computer-science","display_name":"Computer science","score":0.8586928844451904},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.7476816177368164},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6629984974861145},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.6217831373214722},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5876452326774597},{"id":"https://openalex.org/keywords/open-source-software","display_name":"Open source software","score":0.585578203201294},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5006208419799805},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.47694697976112366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39592790603637695},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.39399510622024536},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3592621088027954},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34457504749298096}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8586928844451904},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.7476816177368164},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6629984974861145},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.6217831373214722},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5876452326774597},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.585578203201294},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5006208419799805},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.47694697976112366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39592790603637695},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.39399510622024536},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3592621088027954},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34457504749298096},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-13792-1_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-13792-1_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.352.9613","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.352.9613","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://menzies.us/pdf/08regular.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1895087","https://openalex.org/W76990466","https://openalex.org/W166872467","https://openalex.org/W1497968089","https://openalex.org/W1505648523","https://openalex.org/W1509561782","https://openalex.org/W1547647055","https://openalex.org/W1964962870","https://openalex.org/W1972978214","https://openalex.org/W1986683951","https://openalex.org/W2003885074","https://openalex.org/W2005746115","https://openalex.org/W2027483357","https://openalex.org/W2042258659","https://openalex.org/W2075755635","https://openalex.org/W2082314767","https://openalex.org/W2086744115","https://openalex.org/W2101227285","https://openalex.org/W2104789242","https://openalex.org/W2107351990","https://openalex.org/W2109105289","https://openalex.org/W2114053493","https://openalex.org/W2121835830","https://openalex.org/W2125708466","https://openalex.org/W2125853559","https://openalex.org/W2126259958","https://openalex.org/W2126281108","https://openalex.org/W2126326838","https://openalex.org/W2130883460","https://openalex.org/W2133442842","https://openalex.org/W2139784826","https://openalex.org/W2141051748","https://openalex.org/W2146191617","https://openalex.org/W2154816175","https://openalex.org/W2154941560","https://openalex.org/W2160958420","https://openalex.org/W2161407365","https://openalex.org/W2161830511","https://openalex.org/W2163380638","https://openalex.org/W2171816001","https://openalex.org/W2177797324","https://openalex.org/W2294320983","https://openalex.org/W3141989311","https://openalex.org/W3151081770","https://openalex.org/W4237979974","https://openalex.org/W4244437277","https://openalex.org/W4285719527","https://openalex.org/W4401286428"],"related_works":["https://openalex.org/W1977285665","https://openalex.org/W2380602769","https://openalex.org/W2061990085","https://openalex.org/W2613307898","https://openalex.org/W1510789919","https://openalex.org/W2016020747","https://openalex.org/W1482971670","https://openalex.org/W1970103715","https://openalex.org/W3095657389","https://openalex.org/W2792444641"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
