{"id":"https://openalex.org/W2531645051","doi":"https://doi.org/10.1016/j.jmva.2016.09.016","title":"Data-driven <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si1.gif\" display=\"inline\" overflow=\"scroll\"><mml:mi>k</mml:mi></mml:math>NN estimation in nonparametric functional data analysis","display_name":"Data-driven <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si1.gif\" display=\"inline\" overflow=\"scroll\"><mml:mi>k</mml:mi></mml:math>NN estimation in nonparametric functional data analysis","publication_year":2016,"publication_date":"2016-10-12","ids":{"openalex":"https://openalex.org/W2531645051","doi":"https://doi.org/10.1016/j.jmva.2016.09.016","mag":"2531645051"},"language":"en","primary_location":{"id":"doi:10.1016/j.jmva.2016.09.016","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jmva.2016.09.016","pdf_url":null,"source":{"id":"https://openalex.org/S133905466","display_name":"Journal of Multivariate Analysis","issn_l":"0047-259X","issn":["0047-259X","1095-7243"],"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":"Journal of Multivariate Analysis","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/A5067829282","display_name":"Lydia-Zaitri Kara","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125514","display_name":"Universit\u00e9 Djilali de Sidi Bel Abb\u00e8s","ror":"https://ror.org/0378szg41","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210125514"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Lydia-Zaitri Kara","raw_affiliation_strings":["Universit\u00e9 Djillali Liab\u00e8s, LSPS, Sidi Bel-Abb\u00e8s, Algeria"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Djillali Liab\u00e8s, LSPS, Sidi Bel-Abb\u00e8s, Algeria","institution_ids":["https://openalex.org/I4210125514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051329139","display_name":"Ali Laksaci","orcid":"https://orcid.org/0000-0001-6527-5783"},"institutions":[{"id":"https://openalex.org/I4210125514","display_name":"Universit\u00e9 Djilali de Sidi Bel Abb\u00e8s","ror":"https://ror.org/0378szg41","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210125514"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ali Laksaci","raw_affiliation_strings":["Universit\u00e9 Djillali Liab\u00e8s, LSPS, Sidi Bel-Abb\u00e8s, Algeria"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Djillali Liab\u00e8s, LSPS, Sidi Bel-Abb\u00e8s, Algeria","institution_ids":["https://openalex.org/I4210125514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032638710","display_name":"Mustapha Rachdi","orcid":"https://orcid.org/0000-0003-2887-4212"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mustapha Rachdi","raw_affiliation_strings":["Universit\u00e9 Grenoble Alpes, AGIM Team, AGEIS EA 7407, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Grenoble Alpes, AGIM Team, AGEIS EA 7407, France","institution_ids":["https://openalex.org/I899635006"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041133445","display_name":"Philippe Vieu","orcid":"https://orcid.org/0000-0002-1379-0588"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Vieu","raw_affiliation_strings":["Universit\u00e9 Paul-Sabatier, IMT, Toulouse, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paul-Sabatier, IMT, Toulouse, France","institution_ids":["https://openalex.org/I134560555"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032638710"],"corresponding_institution_ids":["https://openalex.org/I899635006"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":null,"fwci":8.0592,"has_fulltext":false,"cited_by_count":79,"citation_normalized_percentile":{"value":0.97810555,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"153","issue":null,"first_page":"176","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9926999807357788,"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/mathematics","display_name":"Mathematics","score":0.7783524394035339},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.7390539646148682},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.5670822262763977},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5222516655921936},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5030898451805115},{"id":"https://openalex.org/keywords/conditional-probability-distribution","display_name":"Conditional probability distribution","score":0.4955834150314331},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4891279339790344},{"id":"https://openalex.org/keywords/nonparametric-regression","display_name":"Nonparametric regression","score":0.44262003898620605},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.4187168776988983},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3448408842086792},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3367045521736145},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.29362934827804565},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26344284415245056},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.17081576585769653}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7783524394035339},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7390539646148682},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.5670822262763977},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5222516655921936},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5030898451805115},{"id":"https://openalex.org/C43555835","wikidata":"https://www.wikidata.org/wiki/Q2300258","display_name":"Conditional probability distribution","level":2,"score":0.4955834150314331},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4891279339790344},{"id":"https://openalex.org/C74127309","wikidata":"https://www.wikidata.org/wiki/Q3455886","display_name":"Nonparametric regression","level":3,"score":0.44262003898620605},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4187168776988983},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3448408842086792},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3367045521736145},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.29362934827804565},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26344284415245056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.17081576585769653}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.jmva.2016.09.016","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jmva.2016.09.016","pdf_url":null,"source":{"id":"https://openalex.org/S133905466","display_name":"Journal of Multivariate Analysis","issn_l":"0047-259X","issn":["0047-259X","1095-7243"],"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":"Journal of Multivariate Analysis","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04837786v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04837786","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Multivariate Analysis, 2017, 153, pp.176-188. &#x27E8;10.1016/j.jmva.2016.09.016&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W77473095","https://openalex.org/W204885769","https://openalex.org/W611353362","https://openalex.org/W621923488","https://openalex.org/W649348608","https://openalex.org/W1017075119","https://openalex.org/W1484867920","https://openalex.org/W1509689762","https://openalex.org/W1516065525","https://openalex.org/W1541827045","https://openalex.org/W1583788335","https://openalex.org/W1965697623","https://openalex.org/W1969842547","https://openalex.org/W1969944392","https://openalex.org/W1979896142","https://openalex.org/W1985593140","https://openalex.org/W1990666749","https://openalex.org/W1998278868","https://openalex.org/W2003884522","https://openalex.org/W2012379087","https://openalex.org/W2015357212","https://openalex.org/W2024350849","https://openalex.org/W2024947078","https://openalex.org/W2032968393","https://openalex.org/W2033034069","https://openalex.org/W2035457324","https://openalex.org/W2043847415","https://openalex.org/W2044523229","https://openalex.org/W2048105059","https://openalex.org/W2059080942","https://openalex.org/W2059507684","https://openalex.org/W2067519052","https://openalex.org/W2070971872","https://openalex.org/W2092260586","https://openalex.org/W2092818271","https://openalex.org/W2094410310","https://openalex.org/W2111605864","https://openalex.org/W2116464185","https://openalex.org/W2202191623","https://openalex.org/W2314395538","https://openalex.org/W2325803261","https://openalex.org/W2551955265","https://openalex.org/W2592388003","https://openalex.org/W3021971632","https://openalex.org/W3100980645","https://openalex.org/W3102307054","https://openalex.org/W4243863038","https://openalex.org/W6631040745","https://openalex.org/W6784956087"],"related_works":["https://openalex.org/W1541412963","https://openalex.org/W2184572292","https://openalex.org/W1509119367","https://openalex.org/W4321367829","https://openalex.org/W4309301076","https://openalex.org/W2041704562","https://openalex.org/W2288767749","https://openalex.org/W4313160815","https://openalex.org/W2181913714","https://openalex.org/W2949120947"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":5}],"updated_date":"2026-03-10T14:07:55.174380","created_date":"2025-10-10T00:00:00"}
