{"id":"https://openalex.org/W4403716392","doi":"https://doi.org/10.1007/978-3-031-75823-2_10","title":"Bayesian Estimation Approaches for\u00a0Local Intrinsic Dimensionality","display_name":"Bayesian Estimation Approaches for\u00a0Local Intrinsic Dimensionality","publication_year":2024,"publication_date":"2024-10-24","ids":{"openalex":"https://openalex.org/W4403716392","doi":"https://doi.org/10.1007/978-3-031-75823-2_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-75823-2_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-75823-2_10","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/A5054772142","display_name":"Zaher Joukhadar","orcid":"https://orcid.org/0000-0002-8130-270X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Zaher Joukhadar","raw_affiliation_strings":["University of Melbourne, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8130-270X","affiliations":[{"raw_affiliation_string":"University of Melbourne, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049209023","display_name":"Hanxun Huang","orcid":"https://orcid.org/0000-0002-2793-6680"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hanxun Huang","raw_affiliation_strings":["University of Melbourne, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2793-6680","affiliations":[{"raw_affiliation_string":"University of Melbourne, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070030398","display_name":"Sarah Erfani","orcid":"https://orcid.org/0000-0003-0885-0643"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sarah Monazam Erfani","raw_affiliation_strings":["University of Melbourne, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0885-0643","affiliations":[{"raw_affiliation_string":"University of Melbourne, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014723418","display_name":"Ricardo J. G. B. Campello","orcid":"https://orcid.org/0000-0003-0266-3492"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Ricardo J. G. B. Campello","raw_affiliation_strings":["University of Southern Denmark, Odense, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-0266-3492","affiliations":[{"raw_affiliation_string":"University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025538864","display_name":"Michael E. Houle","orcid":"https://orcid.org/0000-0001-8486-8015"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]},{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Michael E. Houle","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, NJ, USA","University of Melbourne, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0001-8486-8015","affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]},{"raw_affiliation_string":"University of Melbourne, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101609697","display_name":"James Bailey","orcid":"https://orcid.org/0000-0002-3769-3811"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"James Bailey","raw_affiliation_strings":["University of Melbourne, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3769-3811","affiliations":[{"raw_affiliation_string":"University of Melbourne, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5054772142"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.4909,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84784085,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9980000257492065,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9980000257492065,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9965999722480774,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9955999851226807,"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/prior-probability","display_name":"Prior probability","score":0.6975127458572388},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.68935626745224},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6826220750808716},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6262364387512207},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.6073015928268433},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5438708066940308},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.537127673625946},{"id":"https://openalex.org/keywords/bayesian-average","display_name":"Bayesian average","score":0.4770897328853607},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43263542652130127},{"id":"https://openalex.org/keywords/point-estimation","display_name":"Point estimation","score":0.4120696187019348},{"id":"https://openalex.org/keywords/variable-order-bayesian-network","display_name":"Variable-order Bayesian network","score":0.33637791872024536},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.33051279187202454},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23318156599998474},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22389814257621765}],"concepts":[{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.6975127458572388},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.68935626745224},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6826220750808716},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6262364387512207},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.6073015928268433},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5438708066940308},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.537127673625946},{"id":"https://openalex.org/C149569020","wikidata":"https://www.wikidata.org/wiki/Q25098598","display_name":"Bayesian average","level":5,"score":0.4770897328853607},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43263542652130127},{"id":"https://openalex.org/C41426520","wikidata":"https://www.wikidata.org/wiki/Q1192065","display_name":"Point estimation","level":2,"score":0.4120696187019348},{"id":"https://openalex.org/C71983512","wikidata":"https://www.wikidata.org/wiki/Q7915687","display_name":"Variable-order Bayesian network","level":4,"score":0.33637791872024536},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.33051279187202454},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23318156599998474},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22389814257621765}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-75823-2_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-75823-2_10","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:sdu.dk:openaire_cris_publications/2a9acebf-ac58-47e8-9910-b87729574aab","is_oa":false,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/2a9acebf-ac58-47e8-9910-b87729574aab","pdf_url":null,"source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Joukhadar, Z, Huang, H, Erfani, S M, Campello, R J G B, Houle, M E & Bailey, J 2024, Bayesian Estimation Approaches for Local Intrinsic Dimensionality. in E Ch\u00e1vez, B Kimia, J Loko\u010d, M Patella & J Sedmidubsky (eds), Similarity Search and Applications. Springer, Lecture Notes in Computer Science, vol. 15268, pp. 111-125, 17th International Conference of Similarity Search and Applications, Providence, Rhode Island, United States, 04/11/2024. https://doi.org/10.1007/978-3-031-75823-2_10","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1584444527","https://openalex.org/W1844985714","https://openalex.org/W2006681603","https://openalex.org/W2015828899","https://openalex.org/W2022845879","https://openalex.org/W2048649579","https://openalex.org/W2084434464","https://openalex.org/W2170567676","https://openalex.org/W2754478492","https://openalex.org/W2758659144","https://openalex.org/W2798991696","https://openalex.org/W2884063665","https://openalex.org/W2964155802","https://openalex.org/W3104335155","https://openalex.org/W3160392396","https://openalex.org/W3182708672","https://openalex.org/W4206911031","https://openalex.org/W4293065895","https://openalex.org/W4293776699","https://openalex.org/W4309534039","https://openalex.org/W4394717471"],"related_works":["https://openalex.org/W2135187896","https://openalex.org/W1855426618","https://openalex.org/W2962859852","https://openalex.org/W2017034551","https://openalex.org/W2135165016","https://openalex.org/W2885043159","https://openalex.org/W4328114192","https://openalex.org/W1506173723","https://openalex.org/W4225603608","https://openalex.org/W3214042144"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
