{"id":"https://openalex.org/W3092514384","doi":"https://doi.org/10.1109/tvcg.2020.3030466","title":"Uncertainty in Continuous Scatterplots, Continuous Parallel Coordinates, and Fibers","display_name":"Uncertainty in Continuous Scatterplots, Continuous Parallel Coordinates, and Fibers","publication_year":2020,"publication_date":"2020-10-13","ids":{"openalex":"https://openalex.org/W3092514384","doi":"https://doi.org/10.1109/tvcg.2020.3030466","mag":"3092514384","pmid":"https://pubmed.ncbi.nlm.nih.gov/33048747"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2020.3030466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2020.3030466","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/A5091569809","display_name":"Boyan Zheng","orcid":"https://orcid.org/0000-0003-4443-6589"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Boyan Zheng","raw_affiliation_strings":["Heidelberg University, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heidelberg University, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011941798","display_name":"Filip Sadlo","orcid":"https://orcid.org/0000-0002-8949-8452"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Filip Sadlo","raw_affiliation_strings":["Heidelberg University, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heidelberg University, Germany","institution_ids":["https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4895,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.66658944,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"27","issue":"2","first_page":"1819","last_page":"1828"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9725000262260437,"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/T13398","display_name":"Data Analysis with R","score":0.9544000029563904,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7867655754089355},{"id":"https://openalex.org/keywords/bivariate-analysis","display_name":"Bivariate analysis","score":0.5889667272567749},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5675480961799622},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5516298413276672},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5448321104049683},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.49810123443603516},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4574129283428192},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44872021675109863},{"id":"https://openalex.org/keywords/parallel-coordinates","display_name":"Parallel coordinates","score":0.4380331337451935},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.380817174911499},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36760586500167847},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1438920795917511},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.1432698369026184}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7867655754089355},{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.5889667272567749},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5675480961799622},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5516298413276672},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5448321104049683},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.49810123443603516},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4574129283428192},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44872021675109863},{"id":"https://openalex.org/C60011546","wikidata":"https://www.wikidata.org/wiki/Q932996","display_name":"Parallel coordinates","level":4,"score":0.4380331337451935},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.380817174911499},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36760586500167847},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1438920795917511},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.1432698369026184},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2020.3030466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2020.3030466","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:33048747","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33048747","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":[{"id":"https://openalex.org/G6560761325","display_name":null,"funder_award_id":"GSC 220","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1601042374","https://openalex.org/W1604082823","https://openalex.org/W1869447506","https://openalex.org/W1932275522","https://openalex.org/W1968630765","https://openalex.org/W1972543277","https://openalex.org/W1990779238","https://openalex.org/W1997494785","https://openalex.org/W2020226548","https://openalex.org/W2022529130","https://openalex.org/W2027264069","https://openalex.org/W2028937404","https://openalex.org/W2031619085","https://openalex.org/W2047046780","https://openalex.org/W2047970617","https://openalex.org/W2053158115","https://openalex.org/W2069228960","https://openalex.org/W2084057287","https://openalex.org/W2091800485","https://openalex.org/W2095233635","https://openalex.org/W2096544239","https://openalex.org/W2100613188","https://openalex.org/W2115596386","https://openalex.org/W2122613794","https://openalex.org/W2127094813","https://openalex.org/W2133623148","https://openalex.org/W2145901259","https://openalex.org/W2146266364","https://openalex.org/W2149431522","https://openalex.org/W2153829923","https://openalex.org/W2159348630","https://openalex.org/W2293090538","https://openalex.org/W2400697183","https://openalex.org/W2475286089","https://openalex.org/W2509962701","https://openalex.org/W2614437336","https://openalex.org/W2614596590","https://openalex.org/W2884740671","https://openalex.org/W2957653962","https://openalex.org/W3209935099","https://openalex.org/W4253133244"],"related_works":["https://openalex.org/W2071476217","https://openalex.org/W2944266875","https://openalex.org/W2013728941","https://openalex.org/W4232514171","https://openalex.org/W4225274103","https://openalex.org/W2154046714","https://openalex.org/W2036617804","https://openalex.org/W2189613078","https://openalex.org/W2093133953","https://openalex.org/W2147893003"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,34,55],"introduce":[4],"uncertainty":[5,45],"to":[6],"continuous":[7,10],"scatterplots":[8],"and":[9,23,59,70],"parallel":[11],"coordinates.":[12],"We":[13],"derive":[14],"respective":[15],"models,":[16],"validate":[17],"them":[18],"with":[19],"sampling-based":[20],"brute-force":[21],"schemes,":[22],"present":[24],"acceleration":[25],"strategies":[26],"for":[27,43],"their":[28],"computation.":[29],"At":[30],"the":[31,47,57,60],"same":[32],"time,":[33],"show":[35],"that":[36],"our":[37,63],"approach":[38,64],"lends":[39],"itself":[40],"as":[41],"well":[42],"introducing":[44],"into":[46],"definition":[48],"of":[49,62],"fibers":[50],"in":[51],"bivariate":[52],"data.":[53,72],"Finally,":[54],"demonstrate":[56],"properties":[58],"utility":[61],"using":[65],"specifically":[66],"designed":[67],"synthetic":[68],"cases":[69],"simulated":[71]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
