{"id":"https://openalex.org/W4205595445","doi":"https://doi.org/10.1016/j.knosys.2021.108076","title":"Evaluating regression algorithms at the instance level using item response theory","display_name":"Evaluating regression algorithms at the instance level using item response theory","publication_year":2022,"publication_date":"2022-01-04","ids":{"openalex":"https://openalex.org/W4205595445","doi":"https://doi.org/10.1016/j.knosys.2021.108076"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2021.108076","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2021.108076","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"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":"Knowledge-Based Systems","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/A5075198374","display_name":"Jo\u00e3o V.C. Moraes","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o V.C. Moraes","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco (UFPE), Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco (UFPE), Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034553933","display_name":"Jessica T. S. Reinaldo","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"J\u00e9ssica T.S. Reinaldo","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco (UFPE), Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco (UFPE), Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059560678","display_name":"Manuel Ferreira-Junior","orcid":null},"institutions":[{"id":"https://openalex.org/I169045520","display_name":"Universidade Federal da Para\u00edba","ror":"https://ror.org/00p9vpz11","country_code":"BR","type":"education","lineage":["https://openalex.org/I169045520"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Manuel Ferreira-Junior","raw_affiliation_strings":["Departamento de Estat\u00edstica, Universidade Federal da Para\u00edba (UFPB), Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Estat\u00edstica, Universidade Federal da Para\u00edba (UFPB), Brazil","institution_ids":["https://openalex.org/I169045520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077682283","display_name":"Telmo M. Silva Filho","orcid":"https://orcid.org/0000-0003-0826-6885"},"institutions":[{"id":"https://openalex.org/I169045520","display_name":"Universidade Federal da Para\u00edba","ror":"https://ror.org/00p9vpz11","country_code":"BR","type":"education","lineage":["https://openalex.org/I169045520"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Telmo Silva Filho","raw_affiliation_strings":["Departamento de Estat\u00edstica, Universidade Federal da Para\u00edba (UFPB), Brazil"],"raw_orcid":"https://orcid.org/0000-0003-0826-6885","affiliations":[{"raw_affiliation_string":"Departamento de Estat\u00edstica, Universidade Federal da Para\u00edba (UFPB), Brazil","institution_ids":["https://openalex.org/I169045520"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083998049","display_name":"Ricardo B. C. Prud\u00eancio","orcid":"https://orcid.org/0000-0001-7084-1233"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Ricardo B.C. Prud\u00eancio","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco (UFPE), Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco (UFPE), Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083998049"],"corresponding_institution_ids":["https://openalex.org/I25112270"],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":1.8035,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.86889214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"240","issue":null,"first_page":"108076","last_page":"108076"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9696000218391418,"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"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9682000279426575,"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":0.8077503442764282},{"id":"https://openalex.org/keywords/item-response-theory","display_name":"Item response theory","score":0.743986964225769},{"id":"https://openalex.org/keywords/respondent","display_name":"Respondent","score":0.6499868631362915},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6021413207054138},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5872317552566528},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5612650513648987},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5364795923233032},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.500701904296875},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.46437397599220276},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.4452904164791107},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.26903897523880005},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17249435186386108}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8077503442764282},{"id":"https://openalex.org/C19875794","wikidata":"https://www.wikidata.org/wiki/Q1207340","display_name":"Item response theory","level":3,"score":0.743986964225769},{"id":"https://openalex.org/C2776640315","wikidata":"https://www.wikidata.org/wiki/Q7315941","display_name":"Respondent","level":2,"score":0.6499868631362915},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6021413207054138},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5872317552566528},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5612650513648987},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5364795923233032},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.500701904296875},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.46437397599220276},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4452904164791107},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.26903897523880005},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17249435186386108},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.knosys.2021.108076","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2021.108076","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"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":"Knowledge-Based Systems","raw_type":"journal-article"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire_cris_publications/dfa9d5f6-acf0-4f21-87f4-d7f439e44267","is_oa":false,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/dfa9d5f6-acf0-4f21-87f4-d7f439e44267","pdf_url":null,"source":{"id":"https://openalex.org/S7407055359","display_name":"Explore Bristol Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Moraes, J V C, Reinaldo, J T S, Ferreira-Junior, M, Filho, T S & Prud\u00eancio, R B C 2022, 'Evaluating regression algorithms at the instance level using item response theory', Knowledge-Based Systems, vol. 240, 108076. https://doi.org/10.1016/j.knosys.2021.108076","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323678","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Ci\u00eancia e Tecnologia do Estado de Pernambuco","ror":"https://ror.org/02te5rf52"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W322312141","https://openalex.org/W1502957213","https://openalex.org/W1648888400","https://openalex.org/W2022477494","https://openalex.org/W2024665095","https://openalex.org/W2086258274","https://openalex.org/W2087685930","https://openalex.org/W2107643868","https://openalex.org/W2170422226","https://openalex.org/W2225156818","https://openalex.org/W2274047588","https://openalex.org/W2539792571","https://openalex.org/W2572405493","https://openalex.org/W2901683929","https://openalex.org/W2912981918","https://openalex.org/W2963677523","https://openalex.org/W2966284335","https://openalex.org/W3006365293","https://openalex.org/W3090719447","https://openalex.org/W3102606356","https://openalex.org/W3132748888","https://openalex.org/W4200156539","https://openalex.org/W4212863985","https://openalex.org/W4287211007","https://openalex.org/W6727643116","https://openalex.org/W6760506910"],"related_works":["https://openalex.org/W1539901958","https://openalex.org/W2961085424","https://openalex.org/W1998453551","https://openalex.org/W4306674287","https://openalex.org/W4240520575","https://openalex.org/W2058229955","https://openalex.org/W4224009465","https://openalex.org/W1538607595","https://openalex.org/W4316658362","https://openalex.org/W1927931194"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
