{"id":"https://openalex.org/W4288062581","doi":"https://doi.org/10.1109/access.2022.3194072","title":"Multivariate Data Exploration Through Coordinated Views","display_name":"Multivariate Data Exploration Through Coordinated Views","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4288062581","doi":"https://doi.org/10.1109/access.2022.3194072"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3194072","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3194072","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09840368.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09840368.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036385911","display_name":"Ant\u00f3nio Cruz","orcid":"https://orcid.org/0000-0001-9812-5781"},"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":false,"raw_author_name":"Antonio Cruz","raw_affiliation_strings":["Department of Informatics Engineering, Centre for Informatics and Systems of the University of Coimbra, University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-9812-5781","affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, Centre for Informatics and Systems of the University of Coimbra, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043572862","display_name":"Joel P. Arrais","orcid":"https://orcid.org/0000-0003-4937-2334"},"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":false,"raw_author_name":"Joel P. Arrais","raw_affiliation_strings":["Department of Informatics Engineering, Centre for Informatics and Systems of the University of Coimbra, University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-4937-2334","affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, Centre for Informatics and Systems of the University of Coimbra, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035863026","display_name":"Penousal Machado","orcid":"https://orcid.org/0000-0002-6308-6484"},"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":false,"raw_author_name":"Penousal Machado","raw_affiliation_strings":["Department of Informatics Engineering, Centre for Informatics and Systems of the University of Coimbra, University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-6308-6484","affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, Centre for Informatics and Systems of the University of Coimbra, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76903346"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08085256,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":null,"first_page":"78788","last_page":"78817"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9962000250816345,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9962000250816345,"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"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9887999892234802,"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/T11106","display_name":"Data Management and Algorithms","score":0.9836999773979187,"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/computer-science","display_name":"Computer science","score":0.7026932239532471},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6284305453300476},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40987807512283325},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3553192913532257},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2110256552696228}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7026932239532471},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6284305453300476},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40987807512283325},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3553192913532257},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2110256552696228}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3194072","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3194072","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09840368.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e2130caf87ff41579ef63e1d2802e87b","is_oa":true,"landing_page_url":"https://doaj.org/article/e2130caf87ff41579ef63e1d2802e87b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 78788-78817 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3194072","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3194072","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09840368.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1516346500","display_name":null,"funder_award_id":"01-0145","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G4811366021","display_name":null,"funder_award_id":"00326","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G6152648247","display_name":null,"funder_award_id":"CENTRO-01-0145-FEDER029266","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G7974842525","display_name":null,"funder_award_id":"UID/CEC/00326/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G8819135387","display_name":null,"funder_award_id":"SFRH/BD/124538/2016","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320328601","display_name":"Programa Operacional Regional do Centro","ror":null},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4288062581.pdf","grobid_xml":"https://content.openalex.org/works/W4288062581.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W38619841","https://openalex.org/W1588957466","https://openalex.org/W1651093245","https://openalex.org/W1887724846","https://openalex.org/W1894414046","https://openalex.org/W1906923483","https://openalex.org/W1935970548","https://openalex.org/W1939177925","https://openalex.org/W1971425971","https://openalex.org/W1971458834","https://openalex.org/W1992419399","https://openalex.org/W1994803330","https://openalex.org/W1995293185","https://openalex.org/W2008876714","https://openalex.org/W2009225872","https://openalex.org/W2024290096","https://openalex.org/W2030246490","https://openalex.org/W2032693540","https://openalex.org/W2033527355","https://openalex.org/W2037036397","https://openalex.org/W2038264484","https://openalex.org/W2057923756","https://openalex.org/W2058426539","https://openalex.org/W2070869225","https://openalex.org/W2082350117","https://openalex.org/W2096054707","https://openalex.org/W2101142880","https://openalex.org/W2106281550","https://openalex.org/W2110280725","https://openalex.org/W2111495777","https://openalex.org/W2112047656","https://openalex.org/W2114566476","https://openalex.org/W2118587067","https://openalex.org/W2130674027","https://openalex.org/W2139483589","https://openalex.org/W2146675374","https://openalex.org/W2149440086","https://openalex.org/W2150231912","https://openalex.org/W2155405213","https://openalex.org/W2157348185","https://openalex.org/W2158307450","https://openalex.org/W2159147775","https://openalex.org/W2160642098","https://openalex.org/W2161078209","https://openalex.org/W2168705291","https://openalex.org/W2171806271","https://openalex.org/W2217442075","https://openalex.org/W2281349958","https://openalex.org/W2287322623","https://openalex.org/W2307267906","https://openalex.org/W2426277910","https://openalex.org/W2507635762","https://openalex.org/W2905018186","https://openalex.org/W2944634251","https://openalex.org/W2950597342","https://openalex.org/W2950879328","https://openalex.org/W2971913078","https://openalex.org/W2997535401","https://openalex.org/W2998216295","https://openalex.org/W3214199471","https://openalex.org/W4235569188","https://openalex.org/W4240098378","https://openalex.org/W4242856212","https://openalex.org/W4248679546","https://openalex.org/W6601609194","https://openalex.org/W6637131181","https://openalex.org/W6678914141","https://openalex.org/W6691626023","https://openalex.org/W6692906104","https://openalex.org/W6728919924","https://openalex.org/W6754295714","https://openalex.org/W7034020880","https://openalex.org/W7066667914"],"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":{"Many":[0],"fields":[1,191],"of":[2,12,20,25,37,53,87,105,173,192],"study":[3],"still":[4],"face":[5],"the":[6,10,18,51,72,85,92,103,190],"challenges":[7],"inherent":[8],"to":[9,74,101,125,141,170],"analysis":[11],"complex":[13,108],"multidimensional":[14],"datasets,":[15,109,159],"such":[16],"as":[17],"field":[19],"computational":[21,196],"biology,":[22],"whose":[23],"research":[24],"infectious":[26],"diseases":[27],"must":[28],"contend":[29],"with":[30,35,62,156,160,186],"large":[31],"protein-protein":[32],"interaction":[33],"networks":[34],"thousands":[36],"genes":[38],"that":[39,98,112],"vary":[40],"in":[41,139],"expression":[42,165],"values":[43,106],"over":[44],"time.":[45],"In":[46,80,168],"this":[47],"paper,":[48],"we":[49,82,176],"explore":[50],"visualization":[52,60,86,194],"multivariate":[54,158],"data":[55,59],"through":[56,77,96,153,180],"CroP,":[57],"a":[58,63,161,171],"tool":[61],"coordinated":[64],"multiple":[65,154],"views":[66],"framework":[67],"where":[68],"users":[69],"can":[70],"adapt":[71],"workspace":[73],"different":[75,131],"problems":[76],"flexible":[78],"panels.":[79],"particular,":[81],"focus":[83,162],"on":[84,163],"relational":[88],"and":[89,116,123,146,182,195],"temporal":[90],"data,":[91],"latter":[93],"being":[94],"represented":[95],"layouts":[97,122],"distort":[99],"timelines":[100],"represent":[102],"fluctuations":[104],"across":[107],"creating":[110],"visualizations":[111],"highlight":[113,128],"significant":[114],"events":[115],"patterns.":[117],"Moreover,":[118],"CroP":[119,179],"provides":[120],"various":[121],"functionalities":[124],"not":[126],"only":[127],"relationships":[129],"between":[130],"variables,":[132],"but":[133],"also":[134,177],"dig-down":[135],"into":[136],"discovered":[137],"patterns":[138],"order":[140],"better":[142],"understand":[143],"their":[144,147],"sources":[145],"effects.":[148],"These":[149],"methods":[150],"are":[151],"demonstrated":[152],"experiments":[155],"diverse":[157],"gene":[164],"time-series":[166],"datasets.":[167],"addition":[169],"discussion":[172],"our":[174],"results,":[175],"validate":[178],"model":[181],"interface":[183],"tests":[184],"performed":[185],"participants":[187],"from":[188],"both":[189],"information":[193],"biology.":[197]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
