{"id":"https://openalex.org/W2119485335","doi":"https://doi.org/10.1109/tvcg.2013.2297933","title":"Stroscope: Multi-Scale Visualization of Irregularly Measured Time-Series Data","display_name":"Stroscope: Multi-Scale Visualization of Irregularly Measured Time-Series Data","publication_year":2014,"publication_date":"2014-01-31","ids":{"openalex":"https://openalex.org/W2119485335","doi":"https://doi.org/10.1109/tvcg.2013.2297933","mag":"2119485335","pmid":"https://pubmed.ncbi.nlm.nih.gov/26357300"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2013.2297933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2013.2297933","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/A5062917601","display_name":"Myoungsu Cho","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Myoungsu Cho","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University, Seoul, Korea","Dept. of Comput. Sci. & Eng., Seoul Nat. Univ., Seoul, , South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Dept. of Comput. Sci. & Eng., Seoul Nat. Univ., Seoul, , South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042323667","display_name":"Bohyoung Kim","orcid":"https://orcid.org/0000-0002-2183-5651"},"institutions":[{"id":"https://openalex.org/I2803058125","display_name":"Seoul National University Bundang Hospital","ror":"https://ror.org/00cb3km46","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I139264467","https://openalex.org/I2802835388","https://openalex.org/I2803058125"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Bohyoung Kim","raw_affiliation_strings":["Department of Radiology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Korea","Dept. of Radiol., Seoul Nat. Univ. Bundang Hosp., Seongnam, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Korea","institution_ids":["https://openalex.org/I2803058125"]},{"raw_affiliation_string":"Dept. of Radiol., Seoul Nat. Univ. Bundang Hosp., Seongnam, South Korea","institution_ids":["https://openalex.org/I2803058125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071829277","display_name":"Hee\u2010Joon Bae","orcid":"https://orcid.org/0000-0003-0051-1997"},"institutions":[{"id":"https://openalex.org/I2803058125","display_name":"Seoul National University Bundang Hospital","ror":"https://ror.org/00cb3km46","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I139264467","https://openalex.org/I2802835388","https://openalex.org/I2803058125"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hee-Joon Bae","raw_affiliation_strings":["Department of Neurology, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Korea","Dept. of Neurology, Seoul Nat. Univ. Bundang Hosp., Seongnam, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Korea","institution_ids":["https://openalex.org/I2803058125"]},{"raw_affiliation_string":"Dept. of Neurology, Seoul Nat. Univ. Bundang Hosp., Seongnam, South Korea","institution_ids":["https://openalex.org/I2803058125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012388103","display_name":"Jinwook Seo","orcid":"https://orcid.org/0000-0002-7734-822X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinwook Seo","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University, Seoul, Korea","Dept. of Comput. Sci. & Eng., Seoul Nat. Univ., Seoul, , South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Dept. of Comput. Sci. & Eng., Seoul Nat. Univ., Seoul, , South Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7278,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.76930909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"20","issue":"5","first_page":"808","last_page":"821"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9890000224113464,"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/T11106","display_name":"Data Management and Algorithms","score":0.9271000027656555,"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/bar-chart","display_name":"Bar chart","score":0.8731908798217773},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7953882217407227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7429766654968262},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.6847696304321289},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6195582747459412},{"id":"https://openalex.org/keywords/graph-drawing","display_name":"Graph drawing","score":0.49463149905204773},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.44787365198135376},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.42139580845832825},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38195279240608215},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3077760338783264},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15213516354560852},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1213761568069458},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1133820116519928}],"concepts":[{"id":"https://openalex.org/C61122496","wikidata":"https://www.wikidata.org/wiki/Q1124595","display_name":"Bar chart","level":2,"score":0.8731908798217773},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7953882217407227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7429766654968262},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6847696304321289},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6195582747459412},{"id":"https://openalex.org/C112953755","wikidata":"https://www.wikidata.org/wiki/Q739462","display_name":"Graph drawing","level":3,"score":0.49463149905204773},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.44787365198135376},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.42139580845832825},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38195279240608215},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3077760338783264},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15213516354560852},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1213761568069458},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1133820116519928}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tvcg.2013.2297933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2013.2297933","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:26357300","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26357300","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:s-space.snu.ac.kr:10371/207442","is_oa":false,"landing_page_url":"https://hdl.handle.net/10371/207442","pdf_url":null,"source":{"id":"https://openalex.org/S4306401345","display_name":"Seoul National University Open Repository (Seoul National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139264467","host_organization_name":"Seoul National University","host_organization_lineage":["https://openalex.org/I139264467"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320333435","display_name":"Virginia Agricultural Experiment Station, Virginia Polytechnic Institute and State University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W161049316","https://openalex.org/W181624760","https://openalex.org/W1495354255","https://openalex.org/W1533191152","https://openalex.org/W1536091370","https://openalex.org/W1735790193","https://openalex.org/W1987332428","https://openalex.org/W1991925350","https://openalex.org/W2017032467","https://openalex.org/W2035714874","https://openalex.org/W2080752813","https://openalex.org/W2082318814","https://openalex.org/W2097924927","https://openalex.org/W2100565272","https://openalex.org/W2106814120","https://openalex.org/W2108713782","https://openalex.org/W2109076134","https://openalex.org/W2109113588","https://openalex.org/W2109911343","https://openalex.org/W2122060742","https://openalex.org/W2126483201","https://openalex.org/W2133013573","https://openalex.org/W2134754107","https://openalex.org/W2141569821","https://openalex.org/W2142349824","https://openalex.org/W2142865875","https://openalex.org/W2144024567","https://openalex.org/W2145646037","https://openalex.org/W2146345875","https://openalex.org/W2152460728","https://openalex.org/W2157887077","https://openalex.org/W2162336725","https://openalex.org/W2164349448","https://openalex.org/W2170083989","https://openalex.org/W2327525319","https://openalex.org/W4239966611","https://openalex.org/W4255822078","https://openalex.org/W6606484279","https://openalex.org/W6681571899","https://openalex.org/W6684091376"],"related_works":["https://openalex.org/W3149127250","https://openalex.org/W2158984754","https://openalex.org/W2119485335","https://openalex.org/W2080934634","https://openalex.org/W146293383","https://openalex.org/W3093260338","https://openalex.org/W2143428259","https://openalex.org/W348707231","https://openalex.org/W2081749267","https://openalex.org/W2112083262"],"abstract_inverted_index":{"For":[0],"irregularly":[1],"measured":[2,202],"time-series":[3,19,118,184,203],"data,":[4],"the":[5,23,44,58,66,77,82,99,111,138,144,148,179,190],"measurement":[6,45,168],"frequency":[7],"or":[8],"interval":[9],"is":[10,26,38,61],"as":[11,14,22,194],"crucial":[12],"information":[13],"measurements":[15],"are.":[16],"A":[17],"well-known":[18],"visualization":[20,91,120,140,145],"such":[21],"line":[24,78,83],"graph":[25,60,84,87,181],"good":[27],"at":[28],"showing":[29,65,72],"an":[30,73,116,195],"overall":[31,74],"temporal":[32],"pattern":[33,75],"of":[34,101,103,170],"change;":[35],"however,":[36],"it":[37],"not":[39],"so":[40],"effective":[41,63,70,196],"in":[42,52,64,71,88],"revealing":[43],"frequency/interval":[46],"while":[47],"likely":[48],"giving":[49],"illusory":[50],"confidence":[51],"values":[53],"between":[54],"measurements.":[55],"In":[56],"contrast,":[57],"bar":[59,86],"more":[62],"frequency/interval,":[67],"but":[68],"less":[69],"than":[76],"graph.":[79],"We":[80,142],"integrate":[81],"and":[85,156,186,192],"a":[89,94,132,152],"unified":[90],"model,":[92],"called":[93,122],"ripple":[95,112,149,180],"graph,":[96,113],"to":[97,135],"take":[98],"benefits":[100],"both":[102],"them":[104],"with":[105,131,162],"enhanced":[106],"graphical":[107,133],"integrity.":[108],"Based":[109],"on":[110],"we":[114],"implemented":[115],"interactive":[117],"data":[119,169],"tool,":[121],"Stroscope,":[123],"which":[124],"facilitates":[125],"multi-scale":[126],"visualizations":[127],"by":[128],"providing":[129],"users":[130],"widget":[134],"interactively":[136],"control":[137],"integrated":[139],"model.":[141],"evaluated":[143],"model":[146],"(i.e.,":[147],"graph)":[150],"through":[151,158],"controlled":[153],"user":[154],"study":[155],"Stroscope":[157,188],"long-term":[159],"case":[160],"studies":[161],"neurologists":[163],"exploring":[164],"large":[165],"blood":[166],"pressure":[167],"stroke":[171],"patients.":[172],"Results":[173],"from":[174],"our":[175],"evaluations":[176],"demonstrate":[177],"that":[178,187],"outperforms":[182],"existing":[183],"visualizations,":[185],"has":[189],"efficacy":[191],"potential":[193],"visual":[197],"analysis":[198],"tool":[199],"for":[200],"(irregularly)":[201],"data.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}