{"id":"https://openalex.org/W2136272083","doi":"https://doi.org/10.1002/qre.1443","title":"Development of Generalized Platforms for the Analysis of Complex Datasets","display_name":"Development of Generalized Platforms for the Analysis of Complex Datasets","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W2136272083","doi":"https://doi.org/10.1002/qre.1443","mag":"2136272083"},"language":"en","primary_location":{"id":"doi:10.1002/qre.1443","doi":"https://doi.org/10.1002/qre.1443","is_oa":false,"landing_page_url":"https://doi.org/10.1002/qre.1443","pdf_url":null,"source":{"id":"https://openalex.org/S165633816","display_name":"Quality and Reliability Engineering International","issn_l":"0748-8017","issn":["0748-8017","1099-1638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quality and Reliability Engineering International","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5046190859","display_name":"V\u00e9ronique Gomes","orcid":"https://orcid.org/0000-0002-1281-4760","observed_orcids":["https://orcid.org/0000-0002-1281-4760"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V\u00e9ronique M. Gomes","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052657345","display_name":"Ana C. Pereira","orcid":"https://orcid.org/0000-0003-3097-7704","observed_orcids":["https://orcid.org/0000-0003-3097-7704"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ana C. Pereira","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069554196","display_name":"Pedro Manuel Saraiva","orcid":"https://orcid.org/0000-0002-4465-4597","observed_orcids":["https://orcid.org/0000-0002-4465-4597"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pedro M. Saraiva","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5006529383","display_name":"Marco S. Reis","orcid":"https://orcid.org/0000-0002-4997-8865","observed_orcids":["https://orcid.org/0000-0002-4997-8865"]},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Marco S. Reis","raw_affiliation_strings":["CIEPQPF, Chemical Engineering Department, Faculty of Sciences and Technology, University of Coimbra, 3030-790 Coimbra, Portugal","Marco S. Reis, CIEPQPF, Chemical Engineering Department, Faculty of Sciences and Technology, University of Coimbra, 3030-790 Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIEPQPF, Chemical Engineering Department, Faculty of Sciences and Technology, University of Coimbra, 3030-790 Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"Marco S. Reis, CIEPQPF, Chemical Engineering Department, Faculty of Sciences and Technology, University of Coimbra, 3030-790 Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5006529383"],"corresponding_institution_ids":["https://openalex.org/I76903346"],"apc_list":{"value":4550,"currency":"USD","value_usd":4550},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08465608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":92},"biblio":{"volume":"28","issue":"5","first_page":"508","last_page":"523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.801800012588501,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.801800012588501,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.05820000171661377,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.048900000751018524,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/complex-data","display_name":"complex data","score":0.8109999895095825},{"id":"https://openalex.org/keywords/profile","display_name":"profiles","score":0.656000018119812},{"id":"https://openalex.org/keywords/process-analysis","display_name":"process analysis","score":0.5920000076293945},{"id":"https://openalex.org/keywords/calibration","display_name":"calibration","score":0.5230000019073486},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"regression analysis","score":0.9210000038146973},{"id":"https://openalex.org/keywords/process-monitoring","display_name":"process monitoring","score":0.996999979019165},{"id":"https://openalex.org/keywords/tucker3","display_name":"Tucker3","score":0.8679999709129333},{"id":"https://openalex.org/keywords/software-platform","display_name":"software platform","score":0.6010000109672546}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7368242740631104},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5596621036529541},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5490003228187561},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.5287743806838989},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5271639227867126},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5143440961837769},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4995439052581787},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4896088242530823},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.48332902789115906},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36582809686660767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2657563388347626},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/qre.1443","doi":"https://doi.org/10.1002/qre.1443","is_oa":false,"landing_page_url":"https://doi.org/10.1002/qre.1443","pdf_url":null,"source":{"id":"https://openalex.org/S165633816","display_name":"Quality and Reliability Engineering International","issn_l":"0748-8017","issn":["0748-8017","1099-1638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quality and Reliability Engineering International","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W130407066","https://openalex.org/W182507536","https://openalex.org/W1480629646","https://openalex.org/W1567817319","https://openalex.org/W1600057035","https://openalex.org/W1963826206","https://openalex.org/W1964384910","https://openalex.org/W1968427330","https://openalex.org/W1968475104","https://openalex.org/W1970156673","https://openalex.org/W1972292830","https://openalex.org/W1976870753","https://openalex.org/W1977829188","https://openalex.org/W1980504885","https://openalex.org/W1981306507","https://openalex.org/W1984194791","https://openalex.org/W1986326495","https://openalex.org/W1987216676","https://openalex.org/W1990947981","https://openalex.org/W1994522492","https://openalex.org/W1998361379","https://openalex.org/W1998863103","https://openalex.org/W2000215628","https://openalex.org/W2000858991","https://openalex.org/W2000912023","https://openalex.org/W2003430019","https://openalex.org/W2008729476","https://openalex.org/W2015085735","https://openalex.org/W2020743190","https://openalex.org/W2024349178","https://openalex.org/W2027418881","https://openalex.org/W2027559251","https://openalex.org/W2029835796","https://openalex.org/W2031462215","https://openalex.org/W2031736256","https://openalex.org/W2032841650","https://openalex.org/W2043219722","https://openalex.org/W2044325842","https://openalex.org/W2045288965","https://openalex.org/W2045678342","https://openalex.org/W2046772800","https://openalex.org/W2051122125","https://openalex.org/W2052022462","https://openalex.org/W2053426312","https://openalex.org/W2055244968","https://openalex.org/W2063143190","https://openalex.org/W2069101052","https://openalex.org/W2071535426","https://openalex.org/W2077722294","https://openalex.org/W2081184174","https://openalex.org/W2084017011","https://openalex.org/W2085059189","https://openalex.org/W2086701475","https://openalex.org/W2092642116","https://openalex.org/W2103581881","https://openalex.org/W2115755118","https://openalex.org/W2126063633","https://openalex.org/W2136364128","https://openalex.org/W2137063785","https://openalex.org/W2147684040","https://openalex.org/W2152869703","https://openalex.org/W2155639125","https://openalex.org/W2157407862","https://openalex.org/W2159919963","https://openalex.org/W2160532357","https://openalex.org/W2170222944","https://openalex.org/W2279802188","https://openalex.org/W2503993098","https://openalex.org/W2917342912","https://openalex.org/W3142669209","https://openalex.org/W4229940379","https://openalex.org/W4250857377","https://openalex.org/W4252559437","https://openalex.org/W4255272544","https://openalex.org/W4298352105"],"related_works":["https://openalex.org/W2063475442","https://openalex.org/W2090191845","https://openalex.org/W2619692226","https://openalex.org/W34417974","https://openalex.org/W2735500563","https://openalex.org/W7097430499","https://openalex.org/W3090946318","https://openalex.org/W4304182552","https://openalex.org/W7204659560","https://openalex.org/W639511938"],"abstract_inverted_index":{"A":[0],"systematization":[1],"of":[2,45,69,81,97,105,129,161,168,188,193,211],"complex":[3,98,194],"data":[4,47,75],"structures,":[5],"originated":[6],"in":[7,126,197],"current":[8],"processes":[9],"and":[10,23,39,78,133,143],"product":[11],"analysis":[12,96],"activities,":[13],"is":[14,57,87,172],"presented":[15],"as":[16,199,201],"a":[17,43,55,116,154,185],"starting":[18],"point":[19],"for":[20,26,42,59,66,113,177],"developing":[21,178],"generalized":[22],"flexible":[24],"frameworks":[25],"handling":[27],"such":[28],"challenging":[29],"information":[30,82,176],"sources.":[31],"In":[32],"this":[33,169],"article,":[34],"we":[35,101],"present":[36],"an":[37,90],"abstract":[38],"unifying":[40],"definition":[41],"class":[44],"multidimensional":[46],"arrays":[48],"(here":[49],"called":[50],"profiles),":[51],"built":[52],"upon":[53],"which":[54],"taxonomy":[56,86],"proposed":[58],"their":[60],"classification,":[61],"according":[62],"to":[63,152,173,183,204,216,219],"aspects":[64],"relevant":[65],"the":[67,73,79,95,103,127,141,158,191,209],"development":[68],"software":[70,180],"platforms,":[71],"namely,":[72],"underlying":[74],"structure":[76],"characteristics":[77],"nature":[80],"they":[83],"convey.":[84],"Such":[85],"based":[88],"on":[89,202],"extensive":[91],"bibliographic":[92],"review":[93],"involving":[94,119,190],"datasets.":[99],"Then,":[100],"identify":[102],"classes":[104,160],"profiles":[106,162],"with":[107,221],"higher":[108],"demand":[109],"(dominant":[110],"classes)":[111],"and,":[112],"these,":[114],"conduct":[115],"comparison":[117,137],"study":[118,138],"those":[120],"methodologies":[121],"that":[122,140,163],"could":[123],"be":[124],"applied":[125],"context":[128],"two":[130],"tasks:":[131],"calibration/regression":[132],"process":[134],"monitoring.":[135],"The":[136,166],"showed":[139],"Tucker3":[142],"N\u2010way":[144],"Partial":[145],"Least":[146],"Squares":[147],"methods":[148],"are":[149],"good":[150],"candidates":[151],"incorporate":[153],"computational":[155],"framework":[156],"addressing":[157],"dominant":[159],"were":[164],"identified.":[165],"purpose":[167],"ongoing":[170],"work":[171],"provide":[174],"fundamental":[175],"new":[179],"tools":[181],"able":[182],"handle":[184],"broad":[186],"scope":[187],"problems,":[189],"type":[192],"datasets":[195],"found":[196],"practice,":[198],"well":[200],"how":[203],"modularly":[205],"add":[206,217],"features":[207],"regarding":[208],"treatment":[210],"other,":[212],"less":[213],"frequent,":[214],"classes,":[215],"value":[218],"users":[220],"more":[222],"specific":[223],"interests.":[224],"Copyright":[225],"\u00a9":[226],"2012":[227],"John":[228],"Wiley":[229],"&":[230],"Sons,":[231],"Ltd.":[232]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
