{"id":"https://openalex.org/W2085466647","doi":"https://doi.org/10.1109/vast.2010.5652433","title":"Improving the visual analysis of high-dimensional datasets using quality measures","display_name":"Improving the visual analysis of high-dimensional datasets using quality measures","publication_year":2010,"publication_date":"2010-10-01","ids":{"openalex":"https://openalex.org/W2085466647","doi":"https://doi.org/10.1109/vast.2010.5652433","mag":"2085466647"},"language":"en","primary_location":{"id":"doi:10.1109/vast.2010.5652433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2010.5652433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Symposium on Visual Analytics Science and Technology","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/A5085294981","display_name":"Ge\u00f3rgia Albuquerque","orcid":"https://orcid.org/0000-0002-4510-3383"},"institutions":[{"id":"https://openalex.org/I94509681","display_name":"Technische Universit\u00e4t Braunschweig","ror":"https://ror.org/010nsgg66","country_code":"DE","type":"education","lineage":["https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Georgia Albuquerque","raw_affiliation_strings":["Technical University of Braunschweig, Germany","TU Braunschweig,,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Braunschweig, Germany","institution_ids":["https://openalex.org/I94509681"]},{"raw_affiliation_string":"TU Braunschweig,,Germany","institution_ids":["https://openalex.org/I94509681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011059989","display_name":"Martin Eisemann","orcid":"https://orcid.org/0000-0002-8673-4405"},"institutions":[{"id":"https://openalex.org/I94509681","display_name":"Technische Universit\u00e4t Braunschweig","ror":"https://ror.org/010nsgg66","country_code":"DE","type":"education","lineage":["https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Eisemann","raw_affiliation_strings":["Technical University of Braunschweig, Germany","TU Braunschweig,,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Braunschweig, Germany","institution_ids":["https://openalex.org/I94509681"]},{"raw_affiliation_string":"TU Braunschweig,,Germany","institution_ids":["https://openalex.org/I94509681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055750487","display_name":"Dirk J. Lehmann","orcid":"https://orcid.org/0000-0002-8089-4408"},"institutions":[{"id":"https://openalex.org/I4210138551","display_name":"University Hospital Magdeburg","ror":"https://ror.org/03m04df46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210138551"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk J. Lehmann","raw_affiliation_strings":["University of Magdeburg, Germany","University of Magdeburg Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Magdeburg, Germany","institution_ids":["https://openalex.org/I4210138551"]},{"raw_affiliation_string":"University of Magdeburg Germany","institution_ids":["https://openalex.org/I4210138551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039626800","display_name":"Holger Theisel","orcid":"https://orcid.org/0000-0002-8009-7070"},"institutions":[{"id":"https://openalex.org/I4210138551","display_name":"University Hospital Magdeburg","ror":"https://ror.org/03m04df46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210138551"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Holger Theisel","raw_affiliation_strings":["University of Magdeburg, Germany","University of Magdeburg Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Magdeburg, Germany","institution_ids":["https://openalex.org/I4210138551"]},{"raw_affiliation_string":"University of Magdeburg Germany","institution_ids":["https://openalex.org/I4210138551"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000099153","display_name":"Marcus Magnor","orcid":"https://orcid.org/0000-0003-0579-480X"},"institutions":[{"id":"https://openalex.org/I94509681","display_name":"Technische Universit\u00e4t Braunschweig","ror":"https://ror.org/010nsgg66","country_code":"DE","type":"education","lineage":["https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcus Magnor","raw_affiliation_strings":["Technical University of Braunschweig, Germany","TU Braunschweig,,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Braunschweig, Germany","institution_ids":["https://openalex.org/I94509681"]},{"raw_affiliation_string":"TU Braunschweig,,Germany","institution_ids":["https://openalex.org/I94509681"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8072,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.9538401,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"26"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9858999848365784,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9711999893188477,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8754032850265503},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8241992592811584},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.6126512289047241},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5519744753837585},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.547792911529541},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.5182687640190125},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.49595364928245544},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.48345860838890076},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.4630691111087799},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44070783257484436},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4310249090194702},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3518502414226532},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3320190906524658},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11295315623283386}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8754032850265503},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8241992592811584},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.6126512289047241},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5519744753837585},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.547792911529541},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.5182687640190125},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49595364928245544},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.48345860838890076},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.4630691111087799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44070783257484436},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4310249090194702},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3518502414226532},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3320190906524658},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11295315623283386},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/vast.2010.5652433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2010.5652433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Symposium on Visual Analytics Science and Technology","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.176.7526","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.176.7526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://graphics.tu-bs.de/publications/AlbuquerqueVAST2010.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/W1485415000","https://openalex.org/W1486120306","https://openalex.org/W1525274852","https://openalex.org/W1540557141","https://openalex.org/W1581406946","https://openalex.org/W1964724001","https://openalex.org/W1978841917","https://openalex.org/W1978901130","https://openalex.org/W1987531805","https://openalex.org/W2016016887","https://openalex.org/W2046634810","https://openalex.org/W2047046780","https://openalex.org/W2050427657","https://openalex.org/W2096080031","https://openalex.org/W2105698097","https://openalex.org/W2106770908","https://openalex.org/W2109643392","https://openalex.org/W2111538337","https://openalex.org/W2119452648","https://openalex.org/W2121869841","https://openalex.org/W2126415191","https://openalex.org/W2138434937","https://openalex.org/W2156846700","https://openalex.org/W2161581092","https://openalex.org/W2165544866","https://openalex.org/W2427881153","https://openalex.org/W2610620600","https://openalex.org/W3151945894","https://openalex.org/W4238957295","https://openalex.org/W4239908238","https://openalex.org/W6628997021","https://openalex.org/W6629018540","https://openalex.org/W6634563840","https://openalex.org/W6674426842","https://openalex.org/W6718184248"],"related_works":["https://openalex.org/W2362367986","https://openalex.org/W2105200106","https://openalex.org/W4293108519","https://openalex.org/W1574055964","https://openalex.org/W2295030662","https://openalex.org/W4225274103","https://openalex.org/W2923661510","https://openalex.org/W1938514595","https://openalex.org/W2579659702","https://openalex.org/W2147893003"],"abstract_inverted_index":{"Modern":[0],"visualization":[1,79,91,124],"methods":[2],"are":[3,15,102,111],"needed":[4],"to":[5,17,49,96,106],"cope":[6],"with":[7,41],"very":[8],"high-dimensional":[9],"data.":[10,24],"Efficient":[11],"visual":[12,141],"analytical":[13],"techniques":[14,92],"required":[16],"extract":[18],"the":[19,42,47,58,97,100,140],"information":[20],"content":[21],"in":[22],"these":[23,136],"The":[25],"large":[26],"number":[27,43],"of":[28,44],"possible":[29],"projections":[30],"for":[31,72,121],"each":[32],"method,":[33],"which":[34],"usually":[35],"grow":[36],"quadrat-ically":[37],"or":[38,56,85],"even":[39],"exponentially":[40],"dimensions,":[45],"urges":[46],"necessity":[48],"employ":[50],"automatic":[51,54],"reduction":[52],"techniques,":[53,80],"sorting":[55],"selecting":[57],"projections,":[59],"based":[60],"on":[61],"their":[62],"information-bearing":[63],"content.":[64],"Different":[65],"quality":[66,119],"measures":[67,101,120,137],"have":[68],"been":[69],"successfully":[70],"applied":[71],"several":[73],"specified":[74],"user":[75],"tasks":[76],"and":[77,108,129],"established":[78],"like":[81],"Scatterplots,":[82],"Scatterplot":[83],"Matrices":[84],"Parallel":[86],"Coordinates.":[87],"Many":[88],"other":[89],"popular":[90,123],"exist,":[93],"but":[94],"due":[95],"structural":[98],"differences,":[99],"not":[103],"directly":[104],"applicable":[105],"them":[107],"new":[109,118],"approaches":[110],"needed.":[112],"In":[113],"this":[114],"paper":[115],"we":[116],"propose":[117],"three":[122],"methods:":[125],"Radviz,":[126],"Pixel-Oriented":[127],"Displays":[128],"Table":[130],"Lenses.":[131],"Our":[132],"experiments":[133],"show":[134],"that":[135],"efficiently":[138],"guide":[139],"analysis":[142],"task.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}