{"id":"https://openalex.org/W2103822396","doi":"https://doi.org/10.1109/wsc.2003.1261490","title":"Visualization methods for time-dependent data - an overview","display_name":"Visualization methods for time-dependent data - an overview","publication_year":2004,"publication_date":"2004-05-13","ids":{"openalex":"https://openalex.org/W2103822396","doi":"https://doi.org/10.1109/wsc.2003.1261490","mag":"2103822396"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2003.1261490","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2003.1261490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5110622459","display_name":"Wolfgang M\u00fcller","orcid":"https://orcid.org/0000-0001-6474-3733"},"institutions":[{"id":"https://openalex.org/I32592955","display_name":"Ludwigsburg University of Education","ror":"https://ror.org/02j0n6s98","country_code":"DE","type":"education","lineage":["https://openalex.org/I32592955"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"W. Muller","raw_affiliation_strings":["Department of Mathematics and Computer Science, PH Ludwigsburg, Ludwigsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, PH Ludwigsburg, Ludwigsburg, Germany","institution_ids":["https://openalex.org/I32592955"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039180428","display_name":"Heidrun Schumann","orcid":null},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H. Schumann","raw_affiliation_strings":["Department of Computer Science, University of Rostock, Rostock, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Rostock, Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":144,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"737","last_page":"745"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9927999973297119,"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/T11106","display_name":"Data Management and Algorithms","score":0.989300012588501,"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":0.7231452465057373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6946395635604858},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5859933495521545},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3999429941177368},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22210755944252014}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7231452465057373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6946395635604858},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5859933495521545},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3999429941177368},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22210755944252014}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/wsc.2003.1261490","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2003.1261490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.116.7382","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.116.7382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://wwwicg.informatik.uni-rostock.de/~schumann/papers/2002+/WSC03_mueller_schumann.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.386.8127","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.386.8127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/articles/WSC03_mueller_schumann1.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.81.5019","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.81.5019","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.informs-cs.org/wsc03papers/090.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":35,"referenced_works":["https://openalex.org/W183798233","https://openalex.org/W1534521458","https://openalex.org/W1551726322","https://openalex.org/W1588957466","https://openalex.org/W1629017939","https://openalex.org/W1963822838","https://openalex.org/W1996136679","https://openalex.org/W2001988157","https://openalex.org/W2007483731","https://openalex.org/W2028073888","https://openalex.org/W2036257153","https://openalex.org/W2036726174","https://openalex.org/W2077389465","https://openalex.org/W2077725367","https://openalex.org/W2097236039","https://openalex.org/W2111263072","https://openalex.org/W2114313114","https://openalex.org/W2121378366","https://openalex.org/W2132035930","https://openalex.org/W2132881639","https://openalex.org/W2155843307","https://openalex.org/W2266054977","https://openalex.org/W2296156594","https://openalex.org/W2319455884","https://openalex.org/W2327525319","https://openalex.org/W2332632131","https://openalex.org/W2567886461","https://openalex.org/W2618814260","https://openalex.org/W2913872186","https://openalex.org/W2999276620","https://openalex.org/W6631878150","https://openalex.org/W6635087998","https://openalex.org/W6650883021","https://openalex.org/W6708436123","https://openalex.org/W6728010408"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2154046714","https://openalex.org/W2189613078","https://openalex.org/W2579659702","https://openalex.org/W2923661510","https://openalex.org/W1574055964","https://openalex.org/W1965329638","https://openalex.org/W2542318691","https://openalex.org/W3160708108"],"abstract_inverted_index":{"Visualization":[0],"has":[1],"been":[2,21],"successfully":[3],"applied":[4],"to":[5],"analyse":[6],"time-dependent":[7,60,73],"data":[8,46,75],"for":[9,28,71],"a":[10,15,53],"long":[11],"time":[12],"now.":[13],"Lately,":[14],"number":[16],"of":[17,44,59],"new":[18],"approaches":[19],"have":[20],"introduced,":[22],"promising":[23],"more":[24,78],"effective":[25],"graphs":[26],"especially":[27],"large":[29],"datasets":[30],"and":[31,47,55,90],"multi-parameter":[32],"data.":[33,61],"In":[34],"this":[35],"paper,":[36],"we":[37,68,82],"give":[38,83],"an":[39,63,84],"overview":[40,64,85],"on":[41,65,86],"the":[42,48],"visualization":[43],"time-series":[45],"available":[49],"techniques.":[50],"We":[51],"provide":[52],"taxonomy":[54],"discuss":[56,69],"general":[57],"aspects":[58],"After":[62,80],"conventional":[66],"techniques":[67,70,89],"analysing":[72],"multivariate":[74],"sets":[76],"in":[77],"detail.":[79],"this,":[81],"dynamic":[87],"presentation":[88],"event-based":[91],"visualization.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":10}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
