{"id":"https://openalex.org/W2007179563","doi":"https://doi.org/10.1007/s10115-005-0219-4","title":"Semi-supervised learning with an imperfect supervisor","display_name":"Semi-supervised learning with an imperfect supervisor","publication_year":2005,"publication_date":"2005-05-03","ids":{"openalex":"https://openalex.org/W2007179563","doi":"https://doi.org/10.1007/s10115-005-0219-4","mag":"2007179563"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-005-0219-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-005-0219-4","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"],"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/A5111528497","display_name":"Massih R. Amini","orcid":null},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Massih R. Amini","raw_affiliation_strings":["Department of Computer Science, University Pierre and Marie Curie, 8 rue du capitaine Scott, 75015, Paris, France","University Pierre and Marie Curie, Department of Computer Science, 8 rue du capitaine Scott, 75015, Paris, France#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University Pierre and Marie Curie, 8 rue du capitaine Scott, 75015, Paris, France","institution_ids":["https://openalex.org/I39804081"]},{"raw_affiliation_string":"University Pierre and Marie Curie, Department of Computer Science, 8 rue du capitaine Scott, 75015, Paris, France#TAB#","institution_ids":["https://openalex.org/I39804081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103252936","display_name":"Patrick Gallinari","orcid":"https://orcid.org/0000-0002-5679-0617"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Gallinari","raw_affiliation_strings":["Department of Computer Science, University Pierre and Marie Curie, 8 rue du capitaine Scott, 75015, Paris, France","University Pierre and Marie Curie, Department of Computer Science, 8 rue du capitaine Scott, 75015, Paris, France#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University Pierre and Marie Curie, 8 rue du capitaine Scott, 75015, Paris, France","institution_ids":["https://openalex.org/I39804081"]},{"raw_affiliation_string":"University Pierre and Marie Curie, Department of Computer Science, 8 rue du capitaine Scott, 75015, Paris, France#TAB#","institution_ids":["https://openalex.org/I39804081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5111528497"],"corresponding_institution_ids":["https://openalex.org/I39804081"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":1.8288,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.87233586,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":"4","first_page":"385","last_page":"413"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9994999766349792,"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":0.9994999766349792,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9890999794006348,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9873999953269958,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.675706684589386},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6468470096588135},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6352581977844238},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.6277598142623901},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5726466774940491},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5427636504173279},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.5385023951530457},{"id":"https://openalex.org/keywords/expectation\u2013maximization-algorithm","display_name":"Expectation\u2013maximization algorithm","score":0.5249414443969727},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.4403769075870514},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42775759100914},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.23921933770179749},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22158271074295044},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.169939786195755}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.675706684589386},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6468470096588135},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6352581977844238},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.6277598142623901},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5726466774940491},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5427636504173279},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.5385023951530457},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.5249414443969727},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.4403769075870514},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42775759100914},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.23921933770179749},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22158271074295044},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.169939786195755},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10115-005-0219-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-005-0219-4","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":"pmh:oai:HAL:hal-01170739v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01170739","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Knowledge and Information Systems (KAIS), 2005, 8 (4), pp.385-413. ⟨10.1007/s10115-005-0219-4⟩","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W8687480","https://openalex.org/W92894758","https://openalex.org/W140084236","https://openalex.org/W589407005","https://openalex.org/W1479807131","https://openalex.org/W1550347611","https://openalex.org/W1566499617","https://openalex.org/W1574877594","https://openalex.org/W1580256954","https://openalex.org/W1583837637","https://openalex.org/W1755925439","https://openalex.org/W1966949944","https://openalex.org/W1966985314","https://openalex.org/W2004485888","https://openalex.org/W2022169732","https://openalex.org/W2048679005","https://openalex.org/W2049633694","https://openalex.org/W2059279601","https://openalex.org/W2062703627","https://openalex.org/W2071316194","https://openalex.org/W2072773730","https://openalex.org/W2077452329","https://openalex.org/W2080244961","https://openalex.org/W2082827978","https://openalex.org/W2084812512","https://openalex.org/W2087501846","https://openalex.org/W2097089247","https://openalex.org/W2101390659","https://openalex.org/W2102524069","https://openalex.org/W2107008379","https://openalex.org/W2107968230","https://openalex.org/W2108146080","https://openalex.org/W2109527084","https://openalex.org/W2113896236","https://openalex.org/W2114959414","https://openalex.org/W2117969204","https://openalex.org/W2120720283","https://openalex.org/W2129476886","https://openalex.org/W2129832613","https://openalex.org/W2130037226","https://openalex.org/W2131775048","https://openalex.org/W2137054688","https://openalex.org/W2139823104","https://openalex.org/W2154794763","https://openalex.org/W2161813919","https://openalex.org/W2166325326","https://openalex.org/W2170569305","https://openalex.org/W2490800645","https://openalex.org/W2785349534","https://openalex.org/W3129711340","https://openalex.org/W4299542564"],"related_works":["https://openalex.org/W4312414840","https://openalex.org/W34092691","https://openalex.org/W2794908468","https://openalex.org/W4206276646","https://openalex.org/W2943467239","https://openalex.org/W1571801203","https://openalex.org/W101422005","https://openalex.org/W192740413","https://openalex.org/W3004135598","https://openalex.org/W2952937263"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}