{"id":"https://openalex.org/W2158570355","doi":"https://doi.org/10.1057/palgrave.ivs.9500150","title":"An Automated Approach for the Optimization of Pixel-Based Visualizations","display_name":"An Automated Approach for the Optimization of Pixel-Based Visualizations","publication_year":2007,"publication_date":"2007-03-01","ids":{"openalex":"https://openalex.org/W2158570355","doi":"https://doi.org/10.1057/palgrave.ivs.9500150","mag":"2158570355"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1057/palgrave.ivs.9500150","pdf_url":null,"source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://kops.uni-konstanz.de/bitstreams/f9e147bf-b5e5-43ac-a200-b89d7b2052c1/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109232728","display_name":"J\u00f6rn Schneidewind","orcid":null},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"J\u00f6rn Schneidewind","raw_affiliation_strings":["University of Konstanz, Konstanz, Germany"],"affiliations":[{"raw_affiliation_string":"University of Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067631224","display_name":"Mike Sips","orcid":"https://orcid.org/0000-0003-3941-7092"},"institutions":[{"id":"https://openalex.org/I1743320","display_name":"Palo Alto University","ror":"https://ror.org/04f812k67","country_code":"US","type":"education","lineage":["https://openalex.org/I1743320"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mike Sips","raw_affiliation_strings":["Stanford University, Palo Alto, CA, U.S.A."],"affiliations":[{"raw_affiliation_string":"Stanford University, Palo Alto, CA, U.S.A.","institution_ids":["https://openalex.org/I1743320","https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073919282","display_name":"Daniel A. Keim","orcid":"https://orcid.org/0000-0001-7966-9740"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel A. Keim","raw_affiliation_strings":["University of Konstanz, Konstanz, Germany"],"affiliations":[{"raw_affiliation_string":"University of Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109232728"],"corresponding_institution_ids":["https://openalex.org/I189712700"],"apc_list":null,"apc_paid":null,"fwci":1.33,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":8,"citation_normalized_percentile":{"value":0.78369,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":81,"max":82},"biblio":{"volume":"6","issue":"1","first_page":"75","last_page":"88"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9999,"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":0.9999,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9945,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9928,"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":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8923215},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6515097},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5677868},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5524921},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5516086},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5147648},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4904327},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.46252733},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44916987},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4332814},{"id":"https://openalex.org/C73586568","wikidata":"https://www.wikidata.org/wiki/Q2600211","display_name":"Parameter space","level":2,"score":0.41967767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35753468},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1057/palgrave.ivs.9500150","pdf_url":null,"source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-opus-68768","pdf_url":"https://kops.uni-konstanz.de/bitstreams/f9e147bf-b5e5-43ac-a200-b89d7b2052c1/download","source":{"id":"https://openalex.org/S4377196311","display_name":"KOPS (University of Konstanz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189712700","host_organization_name":"University of Konstanz","host_organization_lineage":["https://openalex.org/I189712700"],"host_organization_lineage_names":["University of Konstanz"],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-opus-68768","pdf_url":"https://kops.uni-konstanz.de/bitstreams/f9e147bf-b5e5-43ac-a200-b89d7b2052c1/download","source":{"id":"https://openalex.org/S4377196311","display_name":"KOPS (University of Konstanz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189712700","host_organization_name":"University of Konstanz","host_organization_lineage":["https://openalex.org/I189712700"],"host_organization_lineage_names":["University of Konstanz"],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":37,"referenced_works":["https://openalex.org/W1540347880","https://openalex.org/W155237282","https://openalex.org/W1988772517","https://openalex.org/W1989373239","https://openalex.org/W1996136679","https://openalex.org/W1997970277","https://openalex.org/W2008196645","https://openalex.org/W2028156544","https://openalex.org/W2031271258","https://openalex.org/W2050462717","https://openalex.org/W2053039106","https://openalex.org/W2076414877","https://openalex.org/W2096080031","https://openalex.org/W2105698097","https://openalex.org/W2126415191","https://openalex.org/W2132881639","https://openalex.org/W2138199375","https://openalex.org/W2138434937","https://openalex.org/W2138651421","https://openalex.org/W2142068257","https://openalex.org/W2157895715","https://openalex.org/W2161160262","https://openalex.org/W2164244016","https://openalex.org/W2165544866","https://openalex.org/W2167703429","https://openalex.org/W2169177915","https://openalex.org/W2319794630","https://openalex.org/W4210774122","https://openalex.org/W4214674345","https://openalex.org/W4231215004","https://openalex.org/W4233110100","https://openalex.org/W4237114061","https://openalex.org/W4238723273","https://openalex.org/W4247262184","https://openalex.org/W4299848736","https://openalex.org/W4301792466","https://openalex.org/W4302415282"],"related_works":["https://openalex.org/W4225274103","https://openalex.org/W2923661510","https://openalex.org/W2586219255","https://openalex.org/W2579659702","https://openalex.org/W2547096368","https://openalex.org/W2189613078","https://openalex.org/W2154046714","https://openalex.org/W2013728941","https://openalex.org/W1965329638","https://openalex.org/W1574055964"],"abstract_inverted_index":{"During":[0],"the":[1,12,47,73,80,94,119,143,147,151,179,183,198,208,214,222,225],"last":[2],"two":[3],"decades,":[4],"a":[5,31,99,130,157,187],"wide":[6],"variety":[7],"of":[8,15,24,63,75,118,123,146,224],"advanced":[9],"methods":[10],"for":[11,107,133,182],"visual":[13,193],"exploration":[14,81],"large":[16],"data":[17,77,125,148,194],"sets":[18],"have":[19,44],"been":[20],"proposed.":[21],"For":[22],"most":[23],"these":[25],"techniques":[26],"user":[27],"interaction":[28],"has":[29],"become":[30],"crucial":[32],"element,":[33],"since":[34,68,197],"there":[35],"are":[36,218],"many":[37,53],"situations":[38],"in":[39,54,89],"which":[40],"users":[41],"or":[42,72],"analysts":[43],"to":[45,56,110,156,178,203,220],"select":[46],"right":[48,61,95],"parameter":[49,70,114,172],"settings":[50,71,140],"from":[51,167,170],"among":[52],"order":[55],"construct":[57],"insightful":[58],"visualizations.":[59],"The":[60],"choice":[62],"input":[64],"parameters":[65,96],"is":[66,97,201],"essential,":[67],"suboptimal":[69],"investigation":[74],"irrelevant":[76],"dimensions":[78],"make":[79],"process":[82,101],"more":[83,188,191],"time":[84],"consuming":[85],"and":[86,102,121,138,150,174,190,206],"may":[87],"result":[88],"wrong":[90],"conclusions.":[91],"But":[92],"finding":[93],"often":[98],"tedious":[100],"it":[103],"becomes":[104],"almost":[105],"impossible":[106],"an":[108,112],"analyst":[109,209],"find":[111],"optimal":[113],"setting":[115],"manually":[116],"because":[117],"volume":[120],"complexity":[122],"today's":[124],"sets.":[126],"Therefore,":[127],"we":[128],"propose":[129],"novel":[131],"approach":[132],"automatically":[134,162],"determining":[135],"meaningful":[136,204],"parameter-":[137],"attribute":[139],"based":[141],"on":[142],"combined":[144],"analysis":[145,195],"space":[149,200],"resulting":[152,166],"visualizations":[153,168],"with":[154],"respect":[155],"given":[158],"task.":[159],"Our":[160],"technique":[161],"analyzes":[163],"pixel":[164],"images":[165],"created":[169],"diverse":[171],"mappings":[173],"ranks":[175],"them":[176],"according":[177],"potential":[180],"value":[181],"user.":[184],"This":[185],"allows":[186],"effective":[189],"efficient":[192],"process,":[196],"attribute/parameter":[199],"reduced":[202],"selections":[205],"thus":[207],"obtains":[210],"faster":[211],"insight":[212],"into":[213],"data.":[215],"Real-world":[216],"applications":[217],"provided":[219],"show":[221],"benefit":[223],"proposed":[226],"approach.":[227]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2158570355","counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2024-12-17T03:13:45.213028","created_date":"2016-06-24"}