{"id":"https://openalex.org/W1982271317","doi":"https://doi.org/10.1109/tvcg.2014.2346455","title":"Curve Boxplot: Generalization of Boxplot for Ensembles of Curves","display_name":"Curve Boxplot: Generalization of Boxplot for Ensembles of Curves","publication_year":2014,"publication_date":"2014-08-11","ids":{"openalex":"https://openalex.org/W1982271317","doi":"https://doi.org/10.1109/tvcg.2014.2346455","mag":"1982271317","pmid":"https://pubmed.ncbi.nlm.nih.gov/26356979"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2014.2346455","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2014.2346455","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5031218830","display_name":"Mahsa Mirzargar","orcid":"https://orcid.org/0000-0002-5111-5321"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mahsa Mirzargar","raw_affiliation_strings":["Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT","Scientific Computing and Imaging Institute University of Utah Salt Lake City, UT"],"affiliations":[{"raw_affiliation_string":"Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Scientific Computing and Imaging Institute University of Utah Salt Lake City, UT","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109840277","display_name":"Ross Whitaker","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ross T. Whitaker","raw_affiliation_strings":["Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT","Scientific Computing and Imaging Institute, Salt Lake City, UT#TAB#"],"affiliations":[{"raw_affiliation_string":"Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Scientific Computing and Imaging Institute, Salt Lake City, UT#TAB#","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103752748","display_name":"Robert M. Kirby","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert M. Kirby","raw_affiliation_strings":["Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT","Scientific Computing and Imaging Institute, Salt Lake City, UT#TAB#"],"affiliations":[{"raw_affiliation_string":"Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Scientific Computing and Imaging Institute, Salt Lake City, UT#TAB#","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031218830"],"corresponding_institution_ids":["https://openalex.org/I223532165"],"apc_list":null,"apc_paid":null,"fwci":9.409,"has_fulltext":false,"cited_by_count":177,"citation_normalized_percentile":{"value":0.98488726,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"20","issue":"12","first_page":"2654","last_page":"2663"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9991999864578247,"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/T13398","display_name":"Data Analysis with R","score":0.98580002784729,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.953000009059906,"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":0.7672916650772095},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6606236696243286},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6374439001083374},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.591526210308075},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.4885014295578003},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.46407416462898254},{"id":"https://openalex.org/keywords/box-plot","display_name":"Box plot","score":0.45857909321784973},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4409680664539337},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.4269920587539673},{"id":"https://openalex.org/keywords/curve-fitting","display_name":"Curve fitting","score":0.4199208915233612},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41305607557296753},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4008554220199585},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37649327516555786},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23229554295539856},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1970783770084381}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7672916650772095},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6606236696243286},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6374439001083374},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.591526210308075},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.4885014295578003},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.46407416462898254},{"id":"https://openalex.org/C92560755","wikidata":"https://www.wikidata.org/wiki/Q895726","display_name":"Box plot","level":2,"score":0.45857909321784973},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4409680664539337},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.4269920587539673},{"id":"https://openalex.org/C184389593","wikidata":"https://www.wikidata.org/wiki/Q603159","display_name":"Curve fitting","level":2,"score":0.4199208915233612},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41305607557296753},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4008554220199585},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37649327516555786},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23229554295539856},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1970783770084381},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055904","descriptor_name":"Meteorology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055904","descriptor_name":"Meteorology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055904","descriptor_name":"Meteorology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057446","descriptor_name":"Hydrodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057446","descriptor_name":"Hydrodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057446","descriptor_name":"Hydrodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2014.2346455","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2014.2346455","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:26356979","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26356979","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309106","display_name":"Clemson University","ror":"https://ror.org/037s24f05"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W10031084","https://openalex.org/W69952441","https://openalex.org/W131649693","https://openalex.org/W162472983","https://openalex.org/W1573880374","https://openalex.org/W1712448054","https://openalex.org/W1969153223","https://openalex.org/W1969503769","https://openalex.org/W1972543277","https://openalex.org/W1972641242","https://openalex.org/W1973744648","https://openalex.org/W1980813511","https://openalex.org/W1986093226","https://openalex.org/W1986442311","https://openalex.org/W1990779238","https://openalex.org/W1991383796","https://openalex.org/W1992743299","https://openalex.org/W1994178293","https://openalex.org/W1999272835","https://openalex.org/W2001585088","https://openalex.org/W2016440615","https://openalex.org/W2020226548","https://openalex.org/W2039740901","https://openalex.org/W2039892753","https://openalex.org/W2043872985","https://openalex.org/W2049885731","https://openalex.org/W2054140635","https://openalex.org/W2055468724","https://openalex.org/W2075370603","https://openalex.org/W2083244827","https://openalex.org/W2084057287","https://openalex.org/W2085570173","https://openalex.org/W2091230023","https://openalex.org/W2103368830","https://openalex.org/W2109657057","https://openalex.org/W2113397971","https://openalex.org/W2114084204","https://openalex.org/W2116082799","https://openalex.org/W2127094813","https://openalex.org/W2129572693","https://openalex.org/W2131529365","https://openalex.org/W2134066908","https://openalex.org/W2141346229","https://openalex.org/W2142059961","https://openalex.org/W2142699820","https://openalex.org/W2145496215","https://openalex.org/W2146264551","https://openalex.org/W2154127482","https://openalex.org/W2156204145","https://openalex.org/W2164882194","https://openalex.org/W2165168736","https://openalex.org/W2273155963","https://openalex.org/W2319794630","https://openalex.org/W2323580262","https://openalex.org/W2906817826","https://openalex.org/W3114932062","https://openalex.org/W3140899032","https://openalex.org/W3142924357","https://openalex.org/W3152441428","https://openalex.org/W4233110100","https://openalex.org/W4250766106","https://openalex.org/W6600413971","https://openalex.org/W6602882404","https://openalex.org/W6637598321","https://openalex.org/W6680807627","https://openalex.org/W6700678830","https://openalex.org/W6702581370","https://openalex.org/W6787907487"],"related_works":["https://openalex.org/W4231704780","https://openalex.org/W2083794993","https://openalex.org/W352609212","https://openalex.org/W1511772879","https://openalex.org/W4379115841","https://openalex.org/W4243114048","https://openalex.org/W4200340037","https://openalex.org/W608917066","https://openalex.org/W1987029902","https://openalex.org/W146293383"],"abstract_inverted_index":{"In":[0,53,108],"simulation":[1,27,60],"science,":[2],"computational":[3],"scientists":[4],"often":[5,101],"study":[6],"the":[7,36,47,62,78,96],"behavior":[8],"of":[9,46,69,80,92,98,120,129,144,153,156,162],"their":[10],"simulations":[11,94],"by":[12],"repeated":[13],"solutions":[14],"with":[15],"variations":[16],"in":[17,40,59,83,176],"parameters":[18],"and/or":[19],"boundary":[20],"values":[21],"or":[22,34,38,50,106,166],"initial":[23],"conditions.":[24],"Through":[25],"such":[26],"ensembles,":[28,61],"one":[29],"can":[30],"try":[31],"to":[32,55,74,137,168],"understand":[33,77],"quantify":[35],"variability":[37],"uncertainty":[39],"a":[41,44,56,67,113,130,142,160],"solution":[42],"as":[43,103],"function":[45],"various":[48],"inputs":[49],"model":[51],"assumptions.":[52],"response":[54],"growing":[57],"interest":[58],"visualization":[63,147],"community":[64],"has":[65],"developed":[66],"suite":[68],"methods":[70],"for":[71,117,149,174],"allowing":[72],"users":[73],"observe":[75],"and":[76,86,122,146,180],"properties":[79],"these":[81],"ensembles":[82,119],"an":[84,127,154],"efficient":[85],"effective":[87],"manner.":[88],"An":[89],"important":[90],"aspect":[91],"visualizing":[93],"is":[95,159],"analysis":[97],"derived":[99],"features,":[100],"represented":[102],"points,":[104],"surfaces,":[105],"curves.":[107,124,138,170],"this":[109],"paper,":[110],"we":[111],"present":[112],"novel,":[114],"nonparametric":[115],"method":[116,131],"summarizing":[118],"2D":[121],"3D":[123],"We":[125,139],"propose":[126],"extension":[128],"from":[132],"descriptive":[133],"statistics,":[134],"data":[135],"depth,":[136],"also":[140],"demonstrate":[141],"set":[143],"rendering":[145],"strategies":[148],"showing":[150],"rank":[151],"statistics":[152],"ensemble":[155],"curves,":[157],"which":[158],"generalization":[161],"traditional":[163],"whisker":[164],"plots":[165],"boxplots":[167],"multidimensional":[169],"Results":[171],"are":[172],"presented":[173],"applications":[175],"neuroimaging,":[177],"hurricane":[178],"forecasting":[179],"fluid":[181],"dynamics.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":26},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
