{"id":"https://openalex.org/W2061025330","doi":"https://doi.org/10.1007/s11634-013-0129-3","title":"Interpretable clustering using unsupervised binary trees","display_name":"Interpretable clustering using unsupervised binary trees","publication_year":2013,"publication_date":"2013-03-28","ids":{"openalex":"https://openalex.org/W2061025330","doi":"https://doi.org/10.1007/s11634-013-0129-3","mag":"2061025330"},"language":"en","primary_location":{"id":"doi:10.1007/s11634-013-0129-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11634-013-0129-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11634-013-0129-3.pdf","source":{"id":"https://openalex.org/S4210175730","display_name":"Advances in Data Analysis and Classification","issn_l":"1862-5347","issn":["1862-5347","1862-5355"],"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":"Advances in Data Analysis and Classification","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s11634-013-0129-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080689214","display_name":"Ricardo Fraiman","orcid":"https://orcid.org/0000-0002-0468-4767"},"institutions":[{"id":"https://openalex.org/I4064826","display_name":"University of San Andr\u00e9s","ror":"https://ror.org/04f7h3b65","country_code":"AR","type":"education","lineage":["https://openalex.org/I4064826"]}],"countries":["AR"],"is_corresponding":true,"raw_author_name":"Ricardo Fraiman","raw_affiliation_strings":["Universidad de San Andr\u00e9s and Universidad de la Rep\u00fablica, Vito Dumas 284, 1644 Victoria, Buenos Aires, Argentina","Universidad de San Andr\u00e9s and Universidad de la Rep\u00fablica, Buenos Aires, Argentina#TAB#"],"affiliations":[{"raw_affiliation_string":"Universidad de San Andr\u00e9s and Universidad de la Rep\u00fablica, Vito Dumas 284, 1644 Victoria, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I4064826"]},{"raw_affiliation_string":"Universidad de San Andr\u00e9s and Universidad de la Rep\u00fablica, Buenos Aires, Argentina#TAB#","institution_ids":["https://openalex.org/I4064826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060957707","display_name":"Badih Ghattas","orcid":"https://orcid.org/0000-0002-6160-9341"},"institutions":[{"id":"https://openalex.org/I3019441195","display_name":"Laboratoire de Math\u00e9matiques d'Orsay","ror":"https://ror.org/03ab0zs98","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I3019441195"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Badih Ghattas","raw_affiliation_strings":["D\u00e9partement de Math\u00e9matiques, Universit\u00e9 de la M\u00e9diterrann\u00e9e Facult\u00e9 des Sciences de Luminy, 163 Avenue de Luminy, 13288 , Marseille Cedex 09, France","D\u00e9partement de Math\u00e9matiques, Universit\u00e9 de la M\u00e9diterrann\u00e9e Facult\u00e9 des Sciences de Luminy, Marseille Cedex 09, France 13288#TAB#"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Math\u00e9matiques, Universit\u00e9 de la M\u00e9diterrann\u00e9e Facult\u00e9 des Sciences de Luminy, 163 Avenue de Luminy, 13288 , Marseille Cedex 09, France","institution_ids":["https://openalex.org/I3019441195"]},{"raw_affiliation_string":"D\u00e9partement de Math\u00e9matiques, Universit\u00e9 de la M\u00e9diterrann\u00e9e Facult\u00e9 des Sciences de Luminy, Marseille Cedex 09, France 13288#TAB#","institution_ids":["https://openalex.org/I3019441195"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033533867","display_name":"Marcela Svarc","orcid":"https://orcid.org/0000-0002-5041-8304"},"institutions":[{"id":"https://openalex.org/I4064826","display_name":"University of San Andr\u00e9s","ror":"https://ror.org/04f7h3b65","country_code":"AR","type":"education","lineage":["https://openalex.org/I4064826"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Marcela Svarc","raw_affiliation_strings":["Universidad de San Andr\u00e9s and Conicet, Vito Dumas 284, 1644 Victoria, Buenos Aires, Argentina","Universidad de San Andr\u00e9s and Conicet, Buenos Aires, Argentina"],"affiliations":[{"raw_affiliation_string":"Universidad de San Andr\u00e9s and Conicet, Vito Dumas 284, 1644 Victoria, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I4064826"]},{"raw_affiliation_string":"Universidad de San Andr\u00e9s and Conicet, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I4064826"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080689214"],"corresponding_institution_ids":["https://openalex.org/I4064826"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.9852,"has_fulltext":true,"cited_by_count":94,"citation_normalized_percentile":{"value":0.93773735,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"7","issue":"2","first_page":"125","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9966999888420105,"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":0.9966999888420105,"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":0.9950000047683716,"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/T11106","display_name":"Data Management and Algorithms","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.7299972772598267},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.6832981705665588},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6766649484634399},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5875678062438965},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5777831673622131},{"id":"https://openalex.org/keywords/binary-tree","display_name":"Binary tree","score":0.5737138390541077},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.470625638961792},{"id":"https://openalex.org/keywords/binary-data","display_name":"Binary data","score":0.4686281979084015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44932302832603455},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.44832107424736023},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.43248164653778076},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4180243909358978},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40923255681991577},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3810555934906006},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3154432773590088},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10113060474395752}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7299972772598267},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.6832981705665588},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6766649484634399},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5875678062438965},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5777831673622131},{"id":"https://openalex.org/C197855036","wikidata":"https://www.wikidata.org/wiki/Q380172","display_name":"Binary tree","level":2,"score":0.5737138390541077},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.470625638961792},{"id":"https://openalex.org/C2779190172","wikidata":"https://www.wikidata.org/wiki/Q4913888","display_name":"Binary data","level":3,"score":0.4686281979084015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44932302832603455},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.44832107424736023},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.43248164653778076},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4180243909358978},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40923255681991577},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3810555934906006},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3154432773590088},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10113060474395752},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","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},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s11634-013-0129-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11634-013-0129-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11634-013-0129-3.pdf","source":{"id":"https://openalex.org/S4210175730","display_name":"Advances in Data Analysis and Classification","issn_l":"1862-5347","issn":["1862-5347","1862-5355"],"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":"Advances in Data Analysis and Classification","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1103.5339","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1103.5339","pdf_url":"https://arxiv.org/pdf/1103.5339","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:HAL:hal-01297499v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01297499","pdf_url":"https://hal.science/hal-01297499/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"2024","raw_type":"Preprints, Working Papers, ..."},{"id":"pmh:oai:RePEc:spr:advdac:v:7:y:2013:i:2:p:125-145","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1007/s11634-013-0129-3","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":{"id":"doi:10.1007/s11634-013-0129-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11634-013-0129-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11634-013-0129-3.pdf","source":{"id":"https://openalex.org/S4210175730","display_name":"Advances in Data Analysis and Classification","issn_l":"1862-5347","issn":["1862-5347","1862-5355"],"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":"Advances in Data Analysis and Classification","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6200000047683716}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334832","display_name":"Agencia Nacional de Promoci\u00f3n Cient\u00edfica y Tecnol\u00f3gica","ror":"https://ror.org/03stxzb56"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2061025330.pdf","grobid_xml":"https://content.openalex.org/works/W2061025330.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W144670328","https://openalex.org/W149129625","https://openalex.org/W1480376833","https://openalex.org/W1542159512","https://openalex.org/W1549710828","https://openalex.org/W1594031697","https://openalex.org/W1594924988","https://openalex.org/W1673310716","https://openalex.org/W1972676371","https://openalex.org/W2002586964","https://openalex.org/W2011832962","https://openalex.org/W2022444941","https://openalex.org/W2030209765","https://openalex.org/W2033403400","https://openalex.org/W2037398598","https://openalex.org/W2053913299","https://openalex.org/W2072343647","https://openalex.org/W2076980137","https://openalex.org/W2106067233","https://openalex.org/W2120468118","https://openalex.org/W2149657498","https://openalex.org/W2169657274","https://openalex.org/W2330820318","https://openalex.org/W2343272106","https://openalex.org/W2798467410","https://openalex.org/W3085162807","https://openalex.org/W3101643265","https://openalex.org/W4235169531","https://openalex.org/W4255230573"],"related_works":["https://openalex.org/W2154693897","https://openalex.org/W2018164323","https://openalex.org/W2094988397","https://openalex.org/W2083580028","https://openalex.org/W1980535114","https://openalex.org/W2165713005","https://openalex.org/W2063706985","https://openalex.org/W2380155140","https://openalex.org/W2055644595","https://openalex.org/W4233766581"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}