{"id":"https://openalex.org/W2187523974","doi":"https://doi.org/10.1007/s10115-015-0870-3","title":"Transfer learning for class imbalance problems with inadequate data","display_name":"Transfer learning for class imbalance problems with inadequate data","publication_year":2015,"publication_date":"2015-08-24","ids":{"openalex":"https://openalex.org/W2187523974","doi":"https://doi.org/10.1007/s10115-015-0870-3","mag":"2187523974","pmid":"https://pubmed.ncbi.nlm.nih.gov/27378821"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-015-0870-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-015-0870-3","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4929860","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063278595","display_name":"Samir Al-Stouhi","orcid":null},"institutions":[{"id":"https://openalex.org/I1283473643","display_name":"Honda (Japan)","ror":"https://ror.org/03jzay846","country_code":"JP","type":"company","lineage":["https://openalex.org/I1283473643"]},{"id":"https://openalex.org/I4210145184","display_name":"Honda (United States)","ror":"https://ror.org/04vdmc602","country_code":"US","type":"company","lineage":["https://openalex.org/I1283473643","https://openalex.org/I4210145184"]}],"countries":["JP","US"],"is_corresponding":false,"raw_author_name":"Samir Al-Stouhi","raw_affiliation_strings":["Honda Research Labs, Dearborn, MI","Honda Automobile Technology Research, Southfield, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Honda Research Labs, Dearborn, MI","institution_ids":["https://openalex.org/I1283473643"]},{"raw_affiliation_string":"Honda Automobile Technology Research, Southfield, MI, USA","institution_ids":["https://openalex.org/I4210145184"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101985412","display_name":"Chandan K. Reddy","orcid":null},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chandan K. Reddy","raw_affiliation_strings":["Department of Computer Science, Wayne State University, Detroit, MI","Department of Computer Science, Wayne State University, Detroit, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wayne State University, Detroit, MI","institution_ids":["https://openalex.org/I185443292"]},{"raw_affiliation_string":"Department of Computer Science, Wayne State University, Detroit, MI, USA","institution_ids":["https://openalex.org/I185443292"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101985412"],"corresponding_institution_ids":["https://openalex.org/I185443292"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":6.825,"has_fulltext":false,"cited_by_count":115,"citation_normalized_percentile":{"value":0.9664673,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"48","issue":"1","first_page":"201","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998000264167786,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998000264167786,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9887999892234802,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.7797023057937622},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7718758583068848},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7349483370780945},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6848437190055847},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6528725624084473},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6396636962890625},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5278751254081726},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.5258401036262512},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43912526965141296}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7797023057937622},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7718758583068848},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7349483370780945},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6848437190055847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6528725624084473},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6396636962890625},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5278751254081726},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.5258401036262512},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43912526965141296}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10115-015-0870-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-015-0870-3","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","raw_type":"journal-article"},{"id":"pmid:27378821","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27378821","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and information systems","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:4929860","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4929860","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Knowl Inf Syst","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:4929860","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4929860","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Knowl Inf Syst","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G1019192526","display_name":null,"funder_award_id":"R21 CA175974","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G2161233387","display_name":null,"funder_award_id":"IIS- 1231742","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7503127767","display_name":null,"funder_award_id":"IIS-1242304","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7545263534","display_name":null,"funder_award_id":"R21CA175974","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W201588874","https://openalex.org/W1520252399","https://openalex.org/W1528220771","https://openalex.org/W1533970595","https://openalex.org/W1563938718","https://openalex.org/W1578938242","https://openalex.org/W1588282782","https://openalex.org/W1680392829","https://openalex.org/W1758094804","https://openalex.org/W1854866626","https://openalex.org/W1941659294","https://openalex.org/W1965249131","https://openalex.org/W1965525826","https://openalex.org/W1965895350","https://openalex.org/W1971774955","https://openalex.org/W1976526581","https://openalex.org/W1988790447","https://openalex.org/W1993220166","https://openalex.org/W1998422421","https://openalex.org/W1998894210","https://openalex.org/W2019037755","https://openalex.org/W2041290212","https://openalex.org/W2054716087","https://openalex.org/W2058285684","https://openalex.org/W2065189618","https://openalex.org/W2075728230","https://openalex.org/W2099550922","https://openalex.org/W2100534701","https://openalex.org/W2101746535","https://openalex.org/W2101807845","https://openalex.org/W2103614420","https://openalex.org/W2112777709","https://openalex.org/W2114535528","https://openalex.org/W2114968414","https://openalex.org/W2118978333","https://openalex.org/W2122838776","https://openalex.org/W2123157758","https://openalex.org/W2125918842","https://openalex.org/W2128237021","https://openalex.org/W2148143831","https://openalex.org/W2155653793","https://openalex.org/W2157963512","https://openalex.org/W2165698076","https://openalex.org/W2240177687","https://openalex.org/W2296019412","https://openalex.org/W3120740533","https://openalex.org/W4248437541"],"related_works":["https://openalex.org/W1529840045","https://openalex.org/W4244036394","https://openalex.org/W2135107501","https://openalex.org/W1842879116","https://openalex.org/W2047248895","https://openalex.org/W2044488462","https://openalex.org/W1822895636","https://openalex.org/W3204418343","https://openalex.org/W2981877337","https://openalex.org/W2760891738"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2016-06-24T00:00:00"}
