{"id":"https://openalex.org/W162857764","doi":"https://doi.org/10.1007/978-3-642-38679-4_60","title":"An Ensemble of Computational Intelligence Models for Software Maintenance Effort Prediction","display_name":"An Ensemble of Computational Intelligence Models for Software Maintenance Effort Prediction","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W162857764","doi":"https://doi.org/10.1007/978-3-642-38679-4_60","mag":"162857764"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-38679-4_60","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-38679-4_60","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/A5055125044","display_name":"Hamoud Aljamaan","orcid":"https://orcid.org/0000-0002-2146-9348"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hamoud Aljamaan","raw_affiliation_strings":["Information & Computer Science Department, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information & Computer Science Department, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001298960","display_name":"Mahmoud O. Elish","orcid":"https://orcid.org/0000-0002-2767-0501"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mahmoud O. Elish","raw_affiliation_strings":["Information & Computer Science Department, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information & Computer Science Department, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070341092","display_name":"Irfan Ahmad","orcid":"https://orcid.org/0000-0001-8311-1731"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Irfan Ahmad","raw_affiliation_strings":["Information & Computer Science Department, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information & Computer Science Department, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I134085113"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.0066,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.72835946,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"592","last_page":"603"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9993000030517578,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9890000224113464,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7404462695121765},{"id":"https://openalex.org/keywords/maintainability","display_name":"Maintainability","score":0.7013927698135376},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6218318343162537},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.6112446784973145},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.5968111157417297},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5533089637756348},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4869009554386139},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4657037854194641},{"id":"https://openalex.org/keywords/software-maintenance","display_name":"Software maintenance","score":0.4609667956829071},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45427143573760986},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4505713880062103},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.4289831221103668},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.30655401945114136},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2204117476940155}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7404462695121765},{"id":"https://openalex.org/C160713754","wikidata":"https://www.wikidata.org/wiki/Q1389965","display_name":"Maintainability","level":2,"score":0.7013927698135376},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6218318343162537},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.6112446784973145},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.5968111157417297},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5533089637756348},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4869009554386139},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4657037854194641},{"id":"https://openalex.org/C101317890","wikidata":"https://www.wikidata.org/wiki/Q940053","display_name":"Software maintenance","level":4,"score":0.4609667956829071},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45427143573760986},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4505713880062103},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.4289831221103668},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.30655401945114136},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2204117476940155},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-38679-4_60","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-38679-4_60","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5199999809265137,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322323","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163"},{"id":"https://openalex.org/F4320334300","display_name":"Larner College of Medicine, University of Vermont","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1497439716","https://openalex.org/W1570448133","https://openalex.org/W1572978214","https://openalex.org/W1575961892","https://openalex.org/W1680392829","https://openalex.org/W1969072159","https://openalex.org/W1978918172","https://openalex.org/W1997819006","https://openalex.org/W2023661243","https://openalex.org/W2027902935","https://openalex.org/W2033576235","https://openalex.org/W2055675855","https://openalex.org/W2064104165","https://openalex.org/W2070534370","https://openalex.org/W2073040595","https://openalex.org/W2080406045","https://openalex.org/W2081917329","https://openalex.org/W2094198523","https://openalex.org/W2099537160","https://openalex.org/W2100805904","https://openalex.org/W2117783555","https://openalex.org/W2122284941","https://openalex.org/W2128073546","https://openalex.org/W2129581792","https://openalex.org/W2132825878","https://openalex.org/W2135293965","https://openalex.org/W2138245448","https://openalex.org/W2139706233","https://openalex.org/W2143956139","https://openalex.org/W2144352694","https://openalex.org/W2156909104","https://openalex.org/W2158317811","https://openalex.org/W2158441306","https://openalex.org/W2158864412","https://openalex.org/W2164544703","https://openalex.org/W2166727167","https://openalex.org/W2285257517","https://openalex.org/W2912934387","https://openalex.org/W2913040896","https://openalex.org/W2966207845"],"related_works":["https://openalex.org/W4285741730","https://openalex.org/W4281560664","https://openalex.org/W4292969247","https://openalex.org/W4281703890","https://openalex.org/W4308112567","https://openalex.org/W2901695496","https://openalex.org/W2041507839","https://openalex.org/W4254839921","https://openalex.org/W162857764","https://openalex.org/W2901523495"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
