{"id":"https://openalex.org/W3141179559","doi":"https://doi.org/10.1007/978-3-030-73197-7_23","title":"Clustering Mixed-Type Data with Correlation-Preserving Embedding","display_name":"Clustering Mixed-Type Data with Correlation-Preserving Embedding","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3141179559","doi":"https://doi.org/10.1007/978-3-030-73197-7_23","mag":"3141179559"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-73197-7_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-73197-7_23","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/A5014978361","display_name":"Luan Tran","orcid":"https://orcid.org/0000-0001-6847-3398"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Luan Tran","raw_affiliation_strings":["University of Southern California, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065712592","display_name":"Liyue Fan","orcid":"https://orcid.org/0000-0002-3819-1098"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liyue Fan","raw_affiliation_strings":["University of North Carolina at Charlotte, Charlotte, USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina at Charlotte, Charlotte, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012068017","display_name":"Cyrus Shahabi","orcid":"https://orcid.org/0000-0001-9118-0681"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cyrus Shahabi","raw_affiliation_strings":["University of Southern California, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014978361"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.717,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68038056,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"342","last_page":"358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9994999766349792,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9994999766349792,"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/T10057","display_name":"Face and Expression Recognition","score":0.9961000084877014,"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":0.9955999851226807,"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/computer-science","display_name":"Computer science","score":0.8214768171310425},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7117847204208374},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4956117868423462},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.4610224664211273},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43529942631721497},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.4331004023551941},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32421159744262695},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11685314774513245},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.051672130823135376}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8214768171310425},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7117847204208374},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4956117868423462},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.4610224664211273},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43529942631721497},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.4331004023551941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32421159744262695},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11685314774513245},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.051672130823135376},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-73197-7_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-73197-7_23","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1162690280","https://openalex.org/W1559060276","https://openalex.org/W1560541823","https://openalex.org/W1574447377","https://openalex.org/W1601124178","https://openalex.org/W1608568320","https://openalex.org/W1673310716","https://openalex.org/W1973948212","https://openalex.org/W1977556410","https://openalex.org/W1988115241","https://openalex.org/W2025768430","https://openalex.org/W2027047406","https://openalex.org/W2030644393","https://openalex.org/W2033178790","https://openalex.org/W2057712948","https://openalex.org/W2067191022","https://openalex.org/W2089468765","https://openalex.org/W2099940443","https://openalex.org/W2122943553","https://openalex.org/W2126306877","https://openalex.org/W2132914434","https://openalex.org/W2147717514","https://openalex.org/W2149230623","https://openalex.org/W2149723649","https://openalex.org/W2158994553","https://openalex.org/W2160642098","https://openalex.org/W2162833336","https://openalex.org/W2163605009","https://openalex.org/W2163922914","https://openalex.org/W2187089797","https://openalex.org/W2262188337","https://openalex.org/W2498119267","https://openalex.org/W2731949594","https://openalex.org/W2772904413","https://openalex.org/W2785745290","https://openalex.org/W2788057792","https://openalex.org/W2800292911","https://openalex.org/W2886628535","https://openalex.org/W2927768435","https://openalex.org/W2962849408","https://openalex.org/W2964074409","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W1999627569","https://openalex.org/W4210265465","https://openalex.org/W763609066","https://openalex.org/W4206148502","https://openalex.org/W1849651648","https://openalex.org/W2348097614","https://openalex.org/W2387405106","https://openalex.org/W1503053695","https://openalex.org/W1979871427","https://openalex.org/W2392374020"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
