{"id":"https://openalex.org/W1546474091","doi":"https://doi.org/10.1007/3-540-28084-7_22","title":"Clustering of Variables with Missing Data: Application to Preference Studies","display_name":"Clustering of Variables with Missing Data: Application to Preference Studies","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W1546474091","doi":"https://doi.org/10.1007/3-540-28084-7_22","mag":"1546474091"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-28084-7_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-28084-7_22","pdf_url":null,"source":{"id":"https://openalex.org/S4210194094","display_name":"Studies in classification, data analysis, and knowledge organization","issn_l":"1431-8814","issn":["1431-8814","2198-3321"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Classification, Data Analysis, and Knowledge Organization","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/A5001469242","display_name":"Karin Sahmer","orcid":"https://orcid.org/0000-0002-0385-9537"},"institutions":[{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304"]},{"id":"https://openalex.org/I4210153104","display_name":"\u00c9cole Nationale d'Ing\u00e9nieurs des Techniques des Industries Agro-Alimentaires","ror":"https://ror.org/04rfts775","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210153104"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Karin Sahmer","raw_affiliation_strings":["Laboratoire de sensom\u00e9trie et de chimiom\u00e9trie, ENITIAA / INRA, rue de la G\u00e9raudi\u00e8re, BP 82 225, F-44322, Nantes Cedex 03, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de sensom\u00e9trie et de chimiom\u00e9trie, ENITIAA / INRA, rue de la G\u00e9raudi\u00e8re, BP 82 225, F-44322, Nantes Cedex 03, France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4210153104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017970487","display_name":"\u00c9velyne Vigneau","orcid":"https://orcid.org/0000-0003-4488-4058"},"institutions":[{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304"]},{"id":"https://openalex.org/I4210153104","display_name":"\u00c9cole Nationale d'Ing\u00e9nieurs des Techniques des Industries Agro-Alimentaires","ror":"https://ror.org/04rfts775","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210153104"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Evelyne Vigneau","raw_affiliation_strings":["Laboratoire de sensom\u00e9trie et de chimiom\u00e9trie, ENITIAA / INRA, rue de la G\u00e9raudi\u00e8re, BP 82 225, F-44322, Nantes Cedex 03, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de sensom\u00e9trie et de chimiom\u00e9trie, ENITIAA / INRA, rue de la G\u00e9raudi\u00e8re, BP 82 225, F-44322, Nantes Cedex 03, France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4210153104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040467526","display_name":"Mostafa El Qannari","orcid":null},"institutions":[{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304"]},{"id":"https://openalex.org/I4210153104","display_name":"\u00c9cole Nationale d'Ing\u00e9nieurs des Techniques des Industries Agro-Alimentaires","ror":"https://ror.org/04rfts775","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210153104"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mostafa El Qannari","raw_affiliation_strings":["Laboratoire de sensom\u00e9trie et de chimiom\u00e9trie, ENITIAA / INRA, rue de la G\u00e9raudi\u00e8re, BP 82 225, F-44322, Nantes Cedex 03, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de sensom\u00e9trie et de chimiom\u00e9trie, ENITIAA / INRA, rue de la G\u00e9raudi\u00e8re, BP 82 225, F-44322, Nantes Cedex 03, France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4210153104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084481705","display_name":"Joachim Kunert","orcid":"https://orcid.org/0000-0002-5977-7303"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joachim Kunert","raw_affiliation_strings":["Fachbereich Statistik, Universit\u00e4t Dortmund, D-44221, Dortmund, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fachbereich Statistik, Universit\u00e4t Dortmund, D-44221, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.4364,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.93924051,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"208","last_page":"215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12114","display_name":"Sensory Analysis and Statistical Methods","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12114","display_name":"Sensory Analysis and Statistical Methods","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9864000082015991,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9761999845504761,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.8451210260391235},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.7981730699539185},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7745912075042725},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6058183908462524},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5887819528579712},{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.5590084195137024},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5460179448127747},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4639989733695984},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4508504569530487},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28113436698913574},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23527324199676514},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2052868902683258}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.8451210260391235},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.7981730699539185},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7745912075042725},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6058183908462524},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5887819528579712},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.5590084195137024},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5460179448127747},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4639989733695984},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4508504569530487},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28113436698913574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23527324199676514},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2052868902683258}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-28084-7_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-28084-7_22","pdf_url":null,"source":{"id":"https://openalex.org/S4210194094","display_name":"Studies in classification, data analysis, and knowledge organization","issn_l":"1431-8814","issn":["1431-8814","2198-3321"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Classification, Data Analysis, and Knowledge Organization","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W152900593","https://openalex.org/W2052231400","https://openalex.org/W2094842777","https://openalex.org/W2235264128"],"related_works":["https://openalex.org/W2181530120","https://openalex.org/W4211215373","https://openalex.org/W2024529227","https://openalex.org/W1574575415","https://openalex.org/W3144172081","https://openalex.org/W3179858851","https://openalex.org/W3028371478","https://openalex.org/W2081476516","https://openalex.org/W2581984549","https://openalex.org/W3123177881"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
