{"id":"https://openalex.org/W2245615654","doi":"https://doi.org/10.1007/978-3-319-26844-6_19","title":"From Function Points to COSMIC - A Transfer Learning Approach for Effort Estimation","display_name":"From Function Points to COSMIC - A Transfer Learning Approach for Effort Estimation","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2245615654","doi":"https://doi.org/10.1007/978-3-319-26844-6_19","mag":"2245615654"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-26844-6_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-26844-6_19","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":"book-chapter","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/A5064332237","display_name":"Anna Corazza","orcid":"https://orcid.org/0000-0002-9156-5079"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anna Corazza","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica e delle Tecnologie dell\u2019Informazione, Universit\u00e0 di Napoli \u201cFederico II\u201d, Naples, Italy","Dipartimento di Ingegneria Elettrica e delle Tecnologie dell'Informazione, Universit\u00e0 di Napoli \"Federico II\", Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e delle Tecnologie dell\u2019Informazione, Universit\u00e0 di Napoli \u201cFederico II\u201d, Naples, Italy","institution_ids":[]},{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e delle Tecnologie dell'Informazione, Universit\u00e0 di Napoli \"Federico II\", Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106313970","display_name":"Sergio Di Martino","orcid":"https://orcid.org/0000-0002-1019-9004"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sergio Di Martino","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica e delle Tecnologie dell\u2019Informazione, Universit\u00e0 di Napoli \u201cFederico II\u201d, Naples, Italy","Dipartimento di Ingegneria Elettrica e delle Tecnologie dell'Informazione, Universit\u00e0 di Napoli \"Federico II\", Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e delle Tecnologie dell\u2019Informazione, Universit\u00e0 di Napoli \u201cFederico II\u201d, Naples, Italy","institution_ids":[]},{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e delle Tecnologie dell'Informazione, Universit\u00e0 di Napoli \"Federico II\", Naples, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053084752","display_name":"Filomena Ferrucci","orcid":"https://orcid.org/0000-0002-0975-8972"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filomena Ferrucci","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 di Salerno, Fisciano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012888719","display_name":"Carmine Gravino","orcid":"https://orcid.org/0000-0002-4394-9035"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carmine Gravino","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 di Salerno, Fisciano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012165852","display_name":"Federica Sarro","orcid":"https://orcid.org/0000-0002-9146-442X"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Federica Sarro","raw_affiliation_strings":["CREST, Department of Computer Science, University College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CREST, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1432,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79177941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"251","last_page":"267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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":0.998199999332428,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9962000250816345,"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/function-point","display_name":"Function point","score":0.9469863176345825},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.8941558599472046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8095698952674866},{"id":"https://openalex.org/keywords/sizing","display_name":"Sizing","score":0.6812566518783569},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.6702746748924255},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6499289274215698},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5449615120887756},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.504130482673645},{"id":"https://openalex.org/keywords/cosmic-cancer-database","display_name":"COSMIC cancer database","score":0.43227916955947876},{"id":"https://openalex.org/keywords/resizing","display_name":"Resizing","score":0.428214967250824},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4080360233783722},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37223130464553833},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3520148992538452},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3491746485233307},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34779059886932373},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07411858439445496}],"concepts":[{"id":"https://openalex.org/C151223460","wikidata":"https://www.wikidata.org/wiki/Q1277601","display_name":"Function point","level":4,"score":0.9469863176345825},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.8941558599472046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8095698952674866},{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.6812566518783569},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.6702746748924255},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6499289274215698},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5449615120887756},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.504130482673645},{"id":"https://openalex.org/C59375849","wikidata":"https://www.wikidata.org/wiki/Q5013513","display_name":"COSMIC cancer database","level":2,"score":0.43227916955947876},{"id":"https://openalex.org/C56281022","wikidata":"https://www.wikidata.org/wiki/Q11308039","display_name":"Resizing","level":3,"score":0.428214967250824},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4080360233783722},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37223130464553833},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3520148992538452},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3491746485233307},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34779059886932373},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07411858439445496},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C2910001868","wikidata":"https://www.wikidata.org/wiki/Q458","display_name":"European union","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C105639569","wikidata":"https://www.wikidata.org/wiki/Q582577","display_name":"Economic policy","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-319-26844-6_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-26844-6_19","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:10.1.1.720.8169","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.720.8169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www0.cs.ucl.ac.uk/staff/F.Sarro/resource/papers/PROFES15Corazza.pdf","raw_type":"text"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1499160","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1499160/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In: Abrahamsson, P and Corral, L and Oivo, M and Russo, B, (eds.)  (Proceedings) 16th International Conference on Product-Focused Software Process Improvement (PROFES). (pp. pp. 251-267).  SPRINGER INT PUBLISHING AG (2015)     ","raw_type":"Proceedings paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G6794522244","display_name":null,"funder_award_id":"EP/J017515/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1566478231","https://openalex.org/W1571969069","https://openalex.org/W1605235463","https://openalex.org/W1894550771","https://openalex.org/W1965441902","https://openalex.org/W1968135603","https://openalex.org/W1980618162","https://openalex.org/W2001273213","https://openalex.org/W2009265105","https://openalex.org/W2014703436","https://openalex.org/W2016110898","https://openalex.org/W2021688474","https://openalex.org/W2034167941","https://openalex.org/W2034769806","https://openalex.org/W2040900804","https://openalex.org/W2044388715","https://openalex.org/W2046830558","https://openalex.org/W2073751151","https://openalex.org/W2085081147","https://openalex.org/W2091235628","https://openalex.org/W2097670073","https://openalex.org/W2097908878","https://openalex.org/W2102419107","https://openalex.org/W2104789242","https://openalex.org/W2106282576","https://openalex.org/W2109105289","https://openalex.org/W2120354757","https://openalex.org/W2125791732","https://openalex.org/W2140984588","https://openalex.org/W2145183204","https://openalex.org/W2146382566","https://openalex.org/W2157762168","https://openalex.org/W2162373602","https://openalex.org/W2165698076","https://openalex.org/W2225528761","https://openalex.org/W2545915282","https://openalex.org/W2563787900","https://openalex.org/W3213422946","https://openalex.org/W4238859253","https://openalex.org/W6632464387"],"related_works":["https://openalex.org/W1518879788","https://openalex.org/W1989975470","https://openalex.org/W2027070303","https://openalex.org/W2169531162","https://openalex.org/W2200207496","https://openalex.org/W2272797984","https://openalex.org/W4386665383","https://openalex.org/W2112392950","https://openalex.org/W2133453725","https://openalex.org/W1980618162"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}