{"id":"https://openalex.org/W4389009914","doi":"https://doi.org/10.1007/s00180-023-01438-1","title":"Wavelet-based Bayesian approximate kernel method for high-dimensional data analysis","display_name":"Wavelet-based Bayesian approximate kernel method for high-dimensional data analysis","publication_year":2023,"publication_date":"2023-11-26","ids":{"openalex":"https://openalex.org/W4389009914","doi":"https://doi.org/10.1007/s00180-023-01438-1"},"language":"en","primary_location":{"id":"doi:10.1007/s00180-023-01438-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-023-01438-1","pdf_url":null,"source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"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":"Computational Statistics","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/A5111269802","display_name":"Wenxing Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]},{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA","GB"],"is_corresponding":false,"raw_author_name":"Wenxing Guo","raw_affiliation_strings":["Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, T6G 2G1, Canada","School of Mathematics, Statistics and Actuarial Science, University of Essex, Colchester, CO4 3SQ, UK","School of Mathematics, Statistics and Actuarial Science, University of Essex, Colchester, UK","Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, T6G 2G1, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"School of Mathematics, Statistics and Actuarial Science, University of Essex, Colchester, CO4 3SQ, UK","institution_ids":["https://openalex.org/I110002522"]},{"raw_affiliation_string":"School of Mathematics, Statistics and Actuarial Science, University of Essex, Colchester, UK","institution_ids":["https://openalex.org/I110002522"]},{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100445979","display_name":"Xueying Zhang","orcid":"https://orcid.org/0000-0003-1364-4385"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xueying Zhang","raw_affiliation_strings":["Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, T6G 2G1, Canada","Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, T6G 2G1, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006962593","display_name":"Bei Jiang","orcid":"https://orcid.org/0000-0002-0033-839X"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bei Jiang","raw_affiliation_strings":["Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, T6G 2G1, Canada","Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, T6G 2G1, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062334200","display_name":"Linglong Kong","orcid":"https://orcid.org/0000-0003-3011-9216"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Linglong Kong","raw_affiliation_strings":["Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, T6G 2G1, Canada","Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3011-9216","affiliations":[{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, T6G 2G1, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074793555","display_name":"Yaozhong Hu","orcid":"https://orcid.org/0000-0003-4977-6099"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yaozhong Hu","raw_affiliation_strings":["Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, T6G 2G1, Canada","Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, T6G 2G1, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062334200"],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":0.1952,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.45636202,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"39","issue":"4","first_page":"2323","last_page":"2341"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9995999932289124,"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":0.9995999932289124,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.995199978351593,"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-embedding-of-distributions","display_name":"Kernel embedding of distributions","score":0.7652642726898193},{"id":"https://openalex.org/keywords/reproducing-kernel-hilbert-space","display_name":"Reproducing kernel Hilbert space","score":0.6932424306869507},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6829283833503723},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.6279126405715942},{"id":"https://openalex.org/keywords/radial-basis-function-kernel","display_name":"Radial basis function kernel","score":0.6029728651046753},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5903184413909912},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5588068962097168},{"id":"https://openalex.org/keywords/variable-kernel-density-estimation","display_name":"Variable kernel density estimation","score":0.5559042692184448},{"id":"https://openalex.org/keywords/kernel-principal-component-analysis","display_name":"Kernel principal component analysis","score":0.5503864884376526},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5321675539016724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5097123980522156},{"id":"https://openalex.org/keywords/polynomial-kernel","display_name":"Polynomial kernel","score":0.43562859296798706},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4273976683616638},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3816515803337097},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.32347047328948975},{"id":"https://openalex.org/keywords/hilbert-space","display_name":"Hilbert space","score":0.27026087045669556},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.13116103410720825},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.07858219742774963}],"concepts":[{"id":"https://openalex.org/C134517425","wikidata":"https://www.wikidata.org/wiki/Q16000131","display_name":"Kernel embedding of distributions","level":4,"score":0.7652642726898193},{"id":"https://openalex.org/C80884492","wikidata":"https://www.wikidata.org/wiki/Q3345678","display_name":"Reproducing kernel Hilbert space","level":3,"score":0.6932424306869507},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6829283833503723},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.6279126405715942},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"score":0.6029728651046753},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5903184413909912},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5588068962097168},{"id":"https://openalex.org/C195699287","wikidata":"https://www.wikidata.org/wiki/Q7915722","display_name":"Variable kernel density estimation","level":4,"score":0.5559042692184448},{"id":"https://openalex.org/C182335926","wikidata":"https://www.wikidata.org/wiki/Q17093020","display_name":"Kernel principal component analysis","level":4,"score":0.5503864884376526},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5321675539016724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5097123980522156},{"id":"https://openalex.org/C160446489","wikidata":"https://www.wikidata.org/wiki/Q7226642","display_name":"Polynomial kernel","level":4,"score":0.43562859296798706},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4273976683616638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3816515803337097},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.32347047328948975},{"id":"https://openalex.org/C62799726","wikidata":"https://www.wikidata.org/wiki/Q190056","display_name":"Hilbert space","level":2,"score":0.27026087045669556},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.13116103410720825},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.07858219742774963}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00180-023-01438-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-023-01438-1","pdf_url":null,"source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"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":"Computational Statistics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:compst:v:39:y:2024:i:4:d:10.1007_s00180-023-01438-1","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00180-023-01438-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309949","display_name":"Canadian Institute for Advanced Research","ror":"https://ror.org/01sdtdd95"},{"id":"https://openalex.org/F4320314212","display_name":"Alberta Machine Intelligence Institute","ror":null},{"id":"https://openalex.org/F4320319946","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W15962362","https://openalex.org/W628329697","https://openalex.org/W1540155273","https://openalex.org/W1560074155","https://openalex.org/W1964940342","https://openalex.org/W1986280275","https://openalex.org/W1998696958","https://openalex.org/W2025462409","https://openalex.org/W2042031583","https://openalex.org/W2060183830","https://openalex.org/W2094789795","https://openalex.org/W2100322632","https://openalex.org/W2108306139","https://openalex.org/W2149298154","https://openalex.org/W2168561598","https://openalex.org/W2339195677","https://openalex.org/W2471361315","https://openalex.org/W2787894218","https://openalex.org/W4298876635","https://openalex.org/W4301341693"],"related_works":["https://openalex.org/W2393746448","https://openalex.org/W1984421104","https://openalex.org/W2071590642","https://openalex.org/W2384322977","https://openalex.org/W2512565647","https://openalex.org/W2366185040","https://openalex.org/W2127229869","https://openalex.org/W2027376491","https://openalex.org/W2164869055","https://openalex.org/W1636580594"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
