{"id":"https://openalex.org/W1923010118","doi":"https://doi.org/10.1109/tvcg.2015.2468093","title":"Effective Visualization of Temporal Ensembles","display_name":"Effective Visualization of Temporal Ensembles","publication_year":2015,"publication_date":"2015-08-14","ids":{"openalex":"https://openalex.org/W1923010118","doi":"https://doi.org/10.1109/tvcg.2015.2468093","mag":"1923010118","pmid":"https://pubmed.ncbi.nlm.nih.gov/26529728"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2015.2468093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2015.2468093","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/A5026787396","display_name":"Lihua Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]},{"id":"https://openalex.org/I2801313472","display_name":"North Central State College","ror":"https://ror.org/04b6b6f76","country_code":"US","type":"education","lineage":["https://openalex.org/I2801313472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lihua Hao","raw_affiliation_strings":["NC State University","NC State University;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NC State University","institution_ids":["https://openalex.org/I137902535","https://openalex.org/I2801313472"]},{"raw_affiliation_string":"NC State University;","institution_ids":["https://openalex.org/I137902535","https://openalex.org/I2801313472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013460936","display_name":"Christopher G. Healey","orcid":"https://orcid.org/0000-0002-2617-8638"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]},{"id":"https://openalex.org/I2801313472","display_name":"North Central State College","ror":"https://ror.org/04b6b6f76","country_code":"US","type":"education","lineage":["https://openalex.org/I2801313472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher G. Healey","raw_affiliation_strings":["NC State University","NC State University;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NC State University","institution_ids":["https://openalex.org/I137902535","https://openalex.org/I2801313472"]},{"raw_affiliation_string":"NC State University;","institution_ids":["https://openalex.org/I137902535","https://openalex.org/I2801313472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042522958","display_name":"Steffen A. Bass","orcid":"https://orcid.org/0000-0002-9451-0954"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steffen A. Bass","raw_affiliation_strings":["Duke University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4338,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.92555949,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"787","last_page":"796"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9987999796867371,"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":0.9987999796867371,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.9740999937057495,"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/visualization","display_name":"Visualization","score":0.8215322494506836},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.775273859500885},{"id":"https://openalex.org/keywords/glyph","display_name":"Glyph (data visualization)","score":0.7111422419548035},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5465694069862366},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.49566853046417236},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.47841817140579224},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"Interactive visualization","score":0.4766702950000763},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4576403796672821},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.45035845041275024},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.4232419729232788},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.395429402589798},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3827730417251587}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8215322494506836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.775273859500885},{"id":"https://openalex.org/C142816647","wikidata":"https://www.wikidata.org/wiki/Q5573018","display_name":"Glyph (data visualization)","level":3,"score":0.7111422419548035},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5465694069862366},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.49566853046417236},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.47841817140579224},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.4766702950000763},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4576403796672821},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.45035845041275024},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.4232419729232788},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.395429402589798},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3827730417251587},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tvcg.2015.2468093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2015.2468093","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:26529728","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26529728","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},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.703.3332","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.703.3332","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.csc.ncsu.edu/faculty/healey/download/vis.15.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W75225699","https://openalex.org/W1497953515","https://openalex.org/W1528369923","https://openalex.org/W1966634937","https://openalex.org/W1982271317","https://openalex.org/W1999638922","https://openalex.org/W2013281912","https://openalex.org/W2042180810","https://openalex.org/W2045712730","https://openalex.org/W2048202762","https://openalex.org/W2051499661","https://openalex.org/W2055515775","https://openalex.org/W2085074505","https://openalex.org/W2102792574","https://openalex.org/W2103589474","https://openalex.org/W2107019423","https://openalex.org/W2109657057","https://openalex.org/W2121932969","https://openalex.org/W2124799063","https://openalex.org/W2134678736","https://openalex.org/W2141653286","https://openalex.org/W2142822968","https://openalex.org/W2148870222","https://openalex.org/W2156204145","https://openalex.org/W3025248509","https://openalex.org/W3129034625","https://openalex.org/W3152428577","https://openalex.org/W4244964812","https://openalex.org/W4254261567","https://openalex.org/W6682114914","https://openalex.org/W6777280864"],"related_works":["https://openalex.org/W2794896638","https://openalex.org/W1807784185","https://openalex.org/W45170056","https://openalex.org/W3202800081","https://openalex.org/W1909207154","https://openalex.org/W3124390867","https://openalex.org/W3101614107","https://openalex.org/W3204228978","https://openalex.org/W1514365828","https://openalex.org/W3036530763"],"abstract_inverted_index":{"An":[0],"ensemble":[1,109,167,172,199,203,227,242],"is":[2,37,159],"a":[3,12,17,53,107,225],"collection":[4],"of":[5,14,16,56,62,84,119,133,152,182,234],"related":[6],"datasets,":[7],"called":[8],"members,":[9,57,184],"built":[10],"from":[11,228,246],"series":[13],"runs":[15],"simulation":[18],"or":[19,58],"an":[20,60,63,155,241],"experiment.":[21],"Ensembles":[22],"are":[23,205],"large,":[24],"temporal,":[25],"multidimensional,":[26],"and":[27,45,131,144,185,195,223],"multivariate,":[28],"making":[29],"them":[30],"difficult":[31],"to":[32,81,86,98,102,121,128,148,161,174,220,249],"analyze.":[33],"Another":[34],"important":[35,69,176],"challenge":[36],"visualizing":[38],"ensembles":[39,51],"that":[40,112],"vary":[41],"both":[42],"in":[43,207],"space":[44],"time.":[46],"Initial":[47],"visualization":[48,110,132,147],"techniques":[49,239],"displayed":[50],"with":[52],"small":[54],"number":[55],"presented":[59],"overview":[61],"entire":[64],"ensemble,":[65],"but":[66],"without":[67],"potentially":[68],"details.":[70],"Recently,":[71],"researchers":[72],"have":[73],"suggested":[74],"combining":[75,210],"these":[76],"two":[77,163],"directions,":[78],"allowing":[79],"users":[80,115,219],"choose":[82],"subsets":[83,118],"members":[85,101,120,204],"visualization.":[87],"This":[88,157],"manual":[89],"selection":[90],"process":[91],"places":[92],"the":[93,96,126],"burden":[94],"on":[95,240],"user":[97],"identify":[99,186],"which":[100,201],"explore.":[103],"We":[104,123,136,236],"first":[105],"introduce":[106],"static":[108],"system":[111,127],"automatically":[113],"helps":[114],"locate":[116],"interesting":[117],"visualize.":[122],"next":[124],"extend":[125],"support":[129],"analysis":[130],"temporal":[134,166,226],"ensembles.":[135],"employ":[137],"3D":[138],"shape":[139,177,188],"comparison,":[140],"cluster":[141],"tree":[142],"visualization,":[143],"glyph":[145],"based":[146,171,198],"represent":[149],"different":[150,229,232],"levels":[151,233],"detail":[153],"within":[154],"ensemble.":[156],"strategy":[158],"used":[160],"provide":[162],"approaches":[164,217],"for":[165],"analysis:":[168],"(1)":[169],"segment":[170],"analysis,":[173,200],"capture":[175],"transition":[178,245],"time-steps,":[179],"clusters":[180],"groups":[181],"similar":[183,211],"common":[187,214],"changes":[189],"over":[190],"time":[191,208],"across":[192],"multiple":[193],"members;":[194],"(2)":[196],"time-step":[197],"assumes":[202],"aligned":[206],"by":[209],"shapes":[212],"at":[213,231],"time-steps.":[215],"Both":[216],"enable":[218],"interactively":[221],"visualize":[222],"analyze":[224],"perspectives":[230],"detail.":[235],"demonstrate":[237],"our":[238],"studying":[243],"matter":[244],"hadronic":[247],"gas":[248],"quark-gluon":[250],"plasma":[251],"during":[252],"gold-on-gold":[253],"particle":[254],"collisions.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}