{"id":"https://openalex.org/W2406525208","doi":"https://doi.org/10.3233/978-1-61499-578-4-185","title":"Identifying Nutritional Patterns through Integrative Multiview Clustering","display_name":"Identifying Nutritional Patterns through Integrative Multiview Clustering","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2406525208","doi":"https://doi.org/10.3233/978-1-61499-578-4-185","mag":"2406525208"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-578-4-185","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-578-4-185","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2117/99193","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002979862","display_name":"Beatriz Sevilla-Villanueva","orcid":"https://orcid.org/0000-0003-1475-392X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sevilla-Villanueva B.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020268190","display_name":"Karina Gibert","orcid":"https://orcid.org/0000-0002-8542-3509"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gibert K.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116359071","display_name":"M. S agrave nchez-Marr egrave","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sànchez-Marrè M.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002979862"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7132,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86484395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.7544000148773193,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.7544000148773193,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.660099983215332,"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/cluster-analysis","display_name":"Cluster analysis","score":0.635518491268158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45582494139671326},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3194354176521301}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.635518491268158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45582494139671326},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3194354176521301}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-578-4-185","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-578-4-185","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:upcommons.upc.edu:2117/99193","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/99193","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/99193","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/99193","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.7900000214576721,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,66,98,129],"main":[1],"goal":[2],"of":[3,19,38,95,117,131,170,177,203,208],"this":[4],"work":[5],"is":[6,55,89,108,121,135,184,197,212],"to":[7,25,59,91,165,186],"develop":[8],"a":[9,17,114,194,200],"methodology":[10,49],"for":[11,110],"finding":[12],"nutritional":[13],"patterns":[14,63],"based":[15,50,142,173],"on":[16,51,143,174],"variety":[18],"subject":[20],"characteristics":[21],"which":[22],"can":[23],"contribute":[24],"better":[26,136],"understand":[27],"the":[28,36,39,79,93,111,125,132,144,151,167,171,181,189,206,209,215],"interactions":[29],"between":[30],"nutrition":[31],"and":[32,158,179],"health,":[33],"provided":[34,90],"that":[35,150],"complexity":[37],"phenomenon":[40],"gives":[41],"poor":[42],"performance":[43,94,130],"using":[44],"classical":[45,86,219],"approaches.":[46,220],"An":[47],"innovative":[48],"advanced":[52],"clustering":[53,87,140],"techniques":[54,88,141],"proposed":[56,103],"in":[57],"order":[58],"find":[60],"more":[61,122,156],"compact":[62,157],"or":[64],"clusters.":[65,160],"Integrative":[67,152,190],"Multiview":[68,72,153,191],"Clustering":[69,73,154,192],"(IMC)":[70],"combines":[71],"approach":[74],"with":[75,84],"crossing":[76],"operations":[77],"over":[78],"several":[80],"partitions":[81],"obtained.":[82],"Comparison":[83],"other":[85,138],"assess":[92],"our":[96],"approach.":[97],"Dunn-like":[99,145],"cluster":[100],"validity":[101],"index":[102],"by":[104,218],"Bezdek":[105],"&":[106],"Pal":[107],"used":[109],"comparison":[112],"from":[113,199],"structural":[115,201],"point":[116,202],"view,":[118],"as":[119],"it":[120],"robust":[123],"than":[124,137,214],"original":[126],"Dunn":[127],"index.":[128],"IMC":[133,163],"method":[134],"popular":[139],"Index.":[146],"Our":[147],"findings":[148],"suggest":[149],"provides":[155],"separated":[159],"In":[161],"addition,":[162],"helps":[164],"reduce":[166],"high":[168],"dimensionality":[169],"data":[172],"multiview":[175],"division":[176],"attributes":[178],"also,":[180],"resulting":[182,210],"partition":[183,196,211],"easier":[185],"interpret.":[187],"Using":[188],"approach,":[193],"good":[195],"obtained":[198,217],"view.":[204],"Also,":[205],"interpretation":[207],"clearer":[213],"one":[216]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2016-06-24T00:00:00"}