{"id":"https://openalex.org/W2394810337","doi":"https://doi.org/10.1007/978-3-319-25087-8_33","title":"Reducing Hubness for Kernel Regression","display_name":"Reducing Hubness for Kernel Regression","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2394810337","doi":"https://doi.org/10.1007/978-3-319-25087-8_33","mag":"2394810337"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-25087-8_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-25087-8_33","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/A5048078824","display_name":"Kazuo Hara","orcid":"https://orcid.org/0000-0002-4699-6136"},"institutions":[{"id":"https://openalex.org/I113198587","display_name":"National Institute of Genetics","ror":"https://ror.org/02xg1m795","country_code":"JP","type":"facility","lineage":["https://openalex.org/I113198587","https://openalex.org/I1319490839","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kazuo Hara","raw_affiliation_strings":["National Institute of Genetics, Mishima, Shizuoka, Japan"],"affiliations":[{"raw_affiliation_string":"National Institute of Genetics, Mishima, Shizuoka, Japan","institution_ids":["https://openalex.org/I113198587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031413346","display_name":"Ikumi Suzuki","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134673","display_name":"The Institute of Statistical Mathematics","ror":"https://ror.org/03jcejr58","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I4210134673","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ikumi Suzuki","raw_affiliation_strings":["The Institute of Statistical Mathematics, Tachikawa, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"The Institute of Statistical Mathematics, Tachikawa, Tokyo, Japan","institution_ids":["https://openalex.org/I4210134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049891557","display_name":"Kei Kobayashi","orcid":"https://orcid.org/0000-0002-4567-5883"},"institutions":[{"id":"https://openalex.org/I4210134673","display_name":"The Institute of Statistical Mathematics","ror":"https://ror.org/03jcejr58","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I4210134673","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kei Kobayashi","raw_affiliation_strings":["The Institute of Statistical Mathematics, Tachikawa, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"The Institute of Statistical Mathematics, Tachikawa, Tokyo, Japan","institution_ids":["https://openalex.org/I4210134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012922872","display_name":"Kenji Fukumizu","orcid":"https://orcid.org/0000-0002-3488-2625"},"institutions":[{"id":"https://openalex.org/I4210134673","display_name":"The Institute of Statistical Mathematics","ror":"https://ror.org/03jcejr58","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I4210134673","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenji Fukumizu","raw_affiliation_strings":["The Institute of Statistical Mathematics, Tachikawa, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"The Institute of Statistical Mathematics, Tachikawa, Tokyo, Japan","institution_ids":["https://openalex.org/I4210134673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025192310","display_name":"Milo\u0161 Radovanovi\u0107","orcid":"https://orcid.org/0000-0003-2225-7803"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milo\u0161 Radovanovi\u0107","raw_affiliation_strings":["University of Novi Sad, Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048078824"],"corresponding_institution_ids":["https://openalex.org/I113198587"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17653631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"339","last_page":"344"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9921000003814697,"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/T10320","display_name":"Neural Networks and Applications","score":0.9904999732971191,"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/kernel","display_name":"Kernel (algebra)","score":0.6559967994689941},{"id":"https://openalex.org/keywords/principal-component-regression","display_name":"Principal component regression","score":0.5994118452072144},{"id":"https://openalex.org/keywords/multicollinearity","display_name":"Multicollinearity","score":0.5563350915908813},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5282971858978271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4641163945198059},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4404422342777252},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4332221448421478},{"id":"https://openalex.org/keywords/kernel-regression","display_name":"Kernel regression","score":0.4253196716308594},{"id":"https://openalex.org/keywords/geographically-weighted-regression","display_name":"Geographically Weighted Regression","score":0.4214755594730377},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4016731381416321},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37411606311798096},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.31136876344680786},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.30855435132980347}],"concepts":[{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6559967994689941},{"id":"https://openalex.org/C74887250","wikidata":"https://www.wikidata.org/wiki/Q3455892","display_name":"Principal component regression","level":3,"score":0.5994118452072144},{"id":"https://openalex.org/C189285262","wikidata":"https://www.wikidata.org/wiki/Q1332350","display_name":"Multicollinearity","level":3,"score":0.5563350915908813},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5282971858978271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4641163945198059},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4404422342777252},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4332221448421478},{"id":"https://openalex.org/C200695384","wikidata":"https://www.wikidata.org/wiki/Q1739319","display_name":"Kernel regression","level":3,"score":0.4253196716308594},{"id":"https://openalex.org/C2910321205","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geographically Weighted Regression","level":2,"score":0.4214755594730377},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4016731381416321},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37411606311798096},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.31136876344680786},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.30855435132980347},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-25087-8_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-25087-8_33","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:10.1.1.700.5974","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.700.5974","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://perun.dmi.rs/radovanovic/publications/2015-sisap-hubness-kr.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W221263235","https://openalex.org/W1837877215","https://openalex.org/W1981276685","https://openalex.org/W2096630704","https://openalex.org/W2107532845","https://openalex.org/W2112552549","https://openalex.org/W2127017215","https://openalex.org/W2157133710","https://openalex.org/W2209746075","https://openalex.org/W2592974517","https://openalex.org/W2797532987","https://openalex.org/W2990138404","https://openalex.org/W4255222813","https://openalex.org/W4302437350"],"related_works":["https://openalex.org/W2601174230","https://openalex.org/W288566741","https://openalex.org/W2365630391","https://openalex.org/W4295278426","https://openalex.org/W2566756418","https://openalex.org/W3125397245","https://openalex.org/W4229027163","https://openalex.org/W2346799171","https://openalex.org/W2139269942","https://openalex.org/W2898459316"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
