{"id":"https://openalex.org/W4281251816","doi":"https://doi.org/10.1109/tvcg.2022.3175532","title":"Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons","display_name":"Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons","publication_year":2022,"publication_date":"2022-05-19","ids":{"openalex":"https://openalex.org/W4281251816","doi":"https://doi.org/10.1109/tvcg.2022.3175532","pmid":"https://pubmed.ncbi.nlm.nih.gov/35588414"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2022.3175532","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2022.3175532","pdf_url":"https://ieeexplore.ieee.org/ielx7/2945/4359476/09779102.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/2945/4359476/09779102.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040454660","display_name":"Rafael Savvides","orcid":"https://orcid.org/0000-0002-5796-6274"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Rafael Savvides","raw_affiliation_strings":["University of Helsinki, Finland","Computer Science, University of Helsinki, 3835 Helsinki, Uusimaa, Finland, 00560"],"raw_orcid":"https://orcid.org/0000-0002-5796-6274","affiliations":[{"raw_affiliation_string":"University of Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"Computer Science, University of Helsinki, 3835 Helsinki, Uusimaa, Finland, 00560","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044047404","display_name":"Andreas Henelius","orcid":"https://orcid.org/0000-0002-4040-6967"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Andreas Henelius","raw_affiliation_strings":["University of Helsinki, Finland","Computer Science, University of Helsinki, 3835 Helsinki, Uusimaa, Finland"],"raw_orcid":"https://orcid.org/0000-0002-4040-6967","affiliations":[{"raw_affiliation_string":"University of Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"Computer Science, University of Helsinki, 3835 Helsinki, Uusimaa, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039712529","display_name":"Emilia Oikarinen","orcid":"https://orcid.org/0000-0002-9623-6282"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Emilia Oikarinen","raw_affiliation_strings":["University of Helsinki, Finland","Computer Science, University of Helsinki, 3835 Helsinki, Uusimaa, Finland"],"raw_orcid":"https://orcid.org/0000-0002-9623-6282","affiliations":[{"raw_affiliation_string":"University of Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"Computer Science, University of Helsinki, 3835 Helsinki, Uusimaa, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067547881","display_name":"Kai Puolam\u00e4ki","orcid":"https://orcid.org/0000-0003-1819-1047"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I4210102852","display_name":"Helsinki Art Museum","ror":"https://ror.org/01bjs1d88","country_code":"FI","type":"archive","lineage":["https://openalex.org/I4210102852"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kai Puolam\u00e4ki","raw_affiliation_strings":["University of Helsinki, Finland","Department of Computer Science, Helsingin Yliopisto, 3835 University of Helsinki, Helsinki, Finland, 00014"],"raw_orcid":"https://orcid.org/0000-0003-1819-1047","affiliations":[{"raw_affiliation_string":"University of Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"Department of Computer Science, Helsingin Yliopisto, 3835 University of Helsinki, Helsinki, Finland, 00014","institution_ids":["https://openalex.org/I133731052","https://openalex.org/I4210102852"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.243,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.44984262,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"29","issue":"9","first_page":"3937","last_page":"3948"},"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/T13398","display_name":"Data Analysis with R","score":0.9817000031471252,"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"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9555000066757202,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.794643759727478},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6943536996841431},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6477251052856445},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.6041423678398132},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.6036356687545776},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.5563967227935791},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4491092562675476},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.44457656145095825},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3910123407840729},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3613969087600708},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.335533082485199},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17297980189323425},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10038962960243225}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.794643759727478},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6943536996841431},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6477251052856445},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6041423678398132},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.6036356687545776},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.5563967227935791},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4491092562675476},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.44457656145095825},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3910123407840729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3613969087600708},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.335533082485199},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17297980189323425},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10038962960243225}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2022.3175532","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2022.3175532","pdf_url":"https://ieeexplore.ieee.org/ielx7/2945/4359476/09779102.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:35588414","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35588414","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":{"id":"doi:10.1109/tvcg.2022.3175532","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2022.3175532","pdf_url":"https://ieeexplore.ieee.org/ielx7/2945/4359476/09779102.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1247261429","display_name":null,"funder_award_id":"326339","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G4190525276","display_name":null,"funder_award_id":"326280","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320310086","display_name":"Helsingin Yliopisto","ror":"https://ror.org/040af2s02"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281251816.pdf","grobid_xml":"https://content.openalex.org/works/W4281251816.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1494010375","https://openalex.org/W1494663243","https://openalex.org/W1965138864","https://openalex.org/W1994432310","https://openalex.org/W1995692164","https://openalex.org/W2024383241","https://openalex.org/W2036852794","https://openalex.org/W2040731319","https://openalex.org/W2067366707","https://openalex.org/W2109727435","https://openalex.org/W2113381189","https://openalex.org/W2125775272","https://openalex.org/W2149086733","https://openalex.org/W2165544866","https://openalex.org/W2169112940","https://openalex.org/W2395911969","https://openalex.org/W2485962973","https://openalex.org/W2512646345","https://openalex.org/W2560713231","https://openalex.org/W2565998017","https://openalex.org/W2582743722","https://openalex.org/W2754504587","https://openalex.org/W2795875919","https://openalex.org/W2796349379","https://openalex.org/W2808051234","https://openalex.org/W2815307792","https://openalex.org/W2888349491","https://openalex.org/W2906194767","https://openalex.org/W2908972697","https://openalex.org/W2914169506","https://openalex.org/W2944730836","https://openalex.org/W2949075269","https://openalex.org/W2965478572","https://openalex.org/W2969700220","https://openalex.org/W2971083425","https://openalex.org/W2974063679","https://openalex.org/W2997472722","https://openalex.org/W2999308857","https://openalex.org/W3029368332","https://openalex.org/W3037200136","https://openalex.org/W3082825870","https://openalex.org/W3094137687","https://openalex.org/W3100035947","https://openalex.org/W3103529187","https://openalex.org/W3105294734","https://openalex.org/W3167423243","https://openalex.org/W3183712881","https://openalex.org/W4239908238","https://openalex.org/W6711880427","https://openalex.org/W6733261796","https://openalex.org/W6752210146","https://openalex.org/W6779915876"],"related_works":["https://openalex.org/W2148525144","https://openalex.org/W2134678736","https://openalex.org/W2112083262","https://openalex.org/W2400976661","https://openalex.org/W2013467770","https://openalex.org/W2801605877","https://openalex.org/W3204132069","https://openalex.org/W2803331709","https://openalex.org/W1950943555","https://openalex.org/W2120329225"],"abstract_inverted_index":{"A":[0],"fundamental":[1],"problem":[2,18,44],"in":[3,22,48,69,124],"visual":[4,23],"data":[5,85,110],"exploration":[6,86],"concerns":[7],"whether":[8],"observed":[9,113],"patterns":[10,123],"are":[11],"true":[12],"or":[13],"merely":[14],"random":[15],"noise.":[16],"This":[17],"is":[19,28],"especially":[20],"pertinent":[21],"analytics,":[24],"where":[25,118],"the":[26,54,71,74,89,99,103,109],"user":[27,100],"presented":[29],"with":[30,111],"a":[31,79],"barrage":[32],"of":[33,38,50,65,105],"patterns,":[34],"without":[35],"any":[36],"guarantees":[37],"their":[39,106],"statistical":[40,51,80],"validity.":[41],"Recently":[42],"this":[43,59],"has":[45],"been":[46],"formulated":[47],"terms":[49],"testing":[52,81],"and":[53,73,121],"multiple":[55,66],"comparisons":[56,67],"problem.":[57,76],"In":[58],"paper,":[60],"we":[61,119],"identify":[62],"two":[63],"levels":[64],"problems":[68],"visualization:":[70],"within-view":[72],"between-view":[75],"We":[77,115],"develop":[78],"procedure":[82,97],"for":[83],"interactive":[84],"that":[87],"controls":[88],"family-wise":[90],"error":[91],"rate":[92],"on":[93],"both":[94],"levels.":[95],"The":[96],"enables":[98],"to":[101],"determine":[102],"compatibility":[104],"assumptions":[107],"about":[108],"visually":[112],"patterns.":[114],"present":[116],"use-cases":[117],"visualize":[120],"evaluate":[122],"real-world":[125],"data.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
