{"id":"https://openalex.org/W2894824251","doi":"https://doi.org/10.1007/978-3-030-02224-2_14","title":"On the Correlation Between Local Intrinsic Dimensionality and Outlierness","display_name":"On the Correlation Between Local Intrinsic Dimensionality and Outlierness","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2894824251","doi":"https://doi.org/10.1007/978-3-030-02224-2_14","mag":"2894824251"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-02224-2_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-02224-2_14","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":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://findresearcher.sdu.dk:8443/ws/files/153177167/On_the_Correlation_Between_Local_Intrinsic_Dimensionality_and_Outlierness.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025538864","display_name":"Michael E. Houle","orcid":"https://orcid.org/0000-0001-8486-8015"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Michael E. Houle","raw_affiliation_strings":["National Institute of Informatics, 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, 101-8430, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Informatics, 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, 101-8430, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068514720","display_name":"Erich Schubert","orcid":"https://orcid.org/0000-0001-9143-4880"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Erich Schubert","raw_affiliation_strings":["Heidelberg University, Im Neuenheimer Feld 205, 69120, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9143-4880","affiliations":[{"raw_affiliation_string":"Heidelberg University, Im Neuenheimer Feld 205, 69120, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047196019","display_name":"Arthur Zimek","orcid":"https://orcid.org/0000-0001-7713-4208"},"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":"Arthur Zimek","raw_affiliation_strings":["University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-7713-4208","affiliations":[{"raw_affiliation_string":"University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark","institution_ids":["https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068514720"],"corresponding_institution_ids":["https://openalex.org/I223822909"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.992900013923645,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.8268896341323853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7421507835388184},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.7061619758605957},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6324355602264404},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5820127129554749},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5222312211990356},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4791083335876465},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.46017375588417053},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4516751170158386},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4368848204612732},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3297807276248932},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17379909753799438},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16911444067955017}],"concepts":[{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.8268896341323853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7421507835388184},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.7061619758605957},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6324355602264404},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5820127129554749},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5222312211990356},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4791083335876465},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.46017375588417053},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4516751170158386},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4368848204612732},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3297807276248932},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17379909753799438},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16911444067955017},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-02224-2_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-02224-2_14","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/3ea900d5-b91e-45d4-9bc3-e081ff4cb734","is_oa":true,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/3ea900d5-b91e-45d4-9bc3-e081ff4cb734","pdf_url":"https://findresearcher.sdu.dk:8443/ws/files/153177167/On_the_Correlation_Between_Local_Intrinsic_Dimensionality_and_Outlierness.pdf","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:sdu.dk:openaire_cris_publications/3ea900d5-b91e-45d4-9bc3-e081ff4cb734","is_oa":true,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/3ea900d5-b91e-45d4-9bc3-e081ff4cb734","pdf_url":"https://findresearcher.sdu.dk:8443/ws/files/153177167/On_the_Correlation_Between_Local_Intrinsic_Dimensionality_and_Outlierness.pdf","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6857611482","display_name":"Data Mining for Graphs and Networks via Local Intrinsic Dimensional Modeling","funder_award_id":"18H03296","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2894824251.pdf"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W28423070","https://openalex.org/W126266486","https://openalex.org/W164607750","https://openalex.org/W560804666","https://openalex.org/W1520568672","https://openalex.org/W1530232915","https://openalex.org/W1540706608","https://openalex.org/W1552339598","https://openalex.org/W1584412742","https://openalex.org/W1932569471","https://openalex.org/W1969967031","https://openalex.org/W1970647353","https://openalex.org/W1978239142","https://openalex.org/W1986332411","https://openalex.org/W1988833430","https://openalex.org/W1997944350","https://openalex.org/W2022845879","https://openalex.org/W2032121576","https://openalex.org/W2041184937","https://openalex.org/W2048430744","https://openalex.org/W2048649579","https://openalex.org/W2049058890","https://openalex.org/W2056651346","https://openalex.org/W2068392212","https://openalex.org/W2075949491","https://openalex.org/W2084434464","https://openalex.org/W2096552750","https://openalex.org/W2100567442","https://openalex.org/W2101277490","https://openalex.org/W2101549186","https://openalex.org/W2102999520","https://openalex.org/W2110784166","https://openalex.org/W2113957760","https://openalex.org/W2117839996","https://openalex.org/W2121594221","https://openalex.org/W2123256336","https://openalex.org/W2127248062","https://openalex.org/W2129281431","https://openalex.org/W2133296809","https://openalex.org/W2136794446","https://openalex.org/W2137551334","https://openalex.org/W2144182447","https://openalex.org/W2157169955","https://openalex.org/W2169036209","https://openalex.org/W2170314592","https://openalex.org/W2180566385","https://openalex.org/W2282861635","https://openalex.org/W2293385817","https://openalex.org/W2406935090","https://openalex.org/W2414365832","https://openalex.org/W2472247590","https://openalex.org/W2604733604","https://openalex.org/W2608486571","https://openalex.org/W2623263547","https://openalex.org/W2757176408","https://openalex.org/W2758309723","https://openalex.org/W2758659144","https://openalex.org/W2760522386","https://openalex.org/W2963158386","https://openalex.org/W2963789034","https://openalex.org/W2964155802","https://openalex.org/W3099514962","https://openalex.org/W4230927207","https://openalex.org/W4238652859","https://openalex.org/W4292933682","https://openalex.org/W4300410929","https://openalex.org/W6601548533"],"related_works":["https://openalex.org/W4296209631","https://openalex.org/W3006513224","https://openalex.org/W2561617217","https://openalex.org/W2046456988","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W1598471830","https://openalex.org/W3107369729"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}
