{"id":"https://openalex.org/W1656389077","doi":"https://doi.org/10.14778/2735479.2735485","title":"Rapid sampling for visualizations with ordering guarantees","display_name":"Rapid sampling for visualizations with ordering guarantees","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1656389077","doi":"https://doi.org/10.14778/2735479.2735485","mag":"1656389077","pmid":"https://pubmed.ncbi.nlm.nih.gov/26779380"},"language":"en","primary_location":{"id":"doi:10.14778/2735479.2735485","is_oa":false,"landing_page_url":"https://doi.org/10.14778/2735479.2735485","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://escholarship.org/uc/item/1v75g7rn","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081934282","display_name":"Albert Kim","orcid":"https://orcid.org/0000-0003-1539-1246"},"institutions":[{"id":"https://openalex.org/I4210109586","display_name":"Moscow Institute of Thermal Technology","ror":"https://ror.org/021es5e59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210109586"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Albert Kim","raw_affiliation_strings":["MIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT","institution_ids":["https://openalex.org/I4210109586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000042413","display_name":"Eric Blais","orcid":"https://orcid.org/0009-0000-5824-9034"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Eric Blais","raw_affiliation_strings":["MIT and University of Waterloo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT and University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013608601","display_name":"Aditya Parameswaran","orcid":"https://orcid.org/0000-0002-4538-4752"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aditya Parameswaran","raw_affiliation_strings":["MIT and Illinois (UIUC)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT and Illinois (UIUC)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076056716","display_name":"Piotr Indyk","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109586","display_name":"Moscow Institute of Thermal Technology","ror":"https://ror.org/021es5e59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210109586"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Piotr Indyk","raw_affiliation_strings":["MIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT","institution_ids":["https://openalex.org/I4210109586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037742794","display_name":"Samuel Madden","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109586","display_name":"Moscow Institute of Thermal Technology","ror":"https://ror.org/021es5e59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210109586"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sam Madden","raw_affiliation_strings":["MIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT","institution_ids":["https://openalex.org/I4210109586"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041567023","display_name":"Ronitt Rubinfeld","orcid":null},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ronitt Rubinfeld","raw_affiliation_strings":["MIT and Tel Aviv University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT and Tel Aviv University","institution_ids":["https://openalex.org/I16391192"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.1939,"has_fulltext":false,"cited_by_count":102,"citation_normalized_percentile":{"value":0.98656349,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"8","issue":"5","first_page":"521","last_page":"532"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994000196456909,"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":0.9994000196456909,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9991999864578247,"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/T11106","display_name":"Data Management and Algorithms","score":0.98580002784729,"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/computer-science","display_name":"Computer science","score":0.8102948665618896},{"id":"https://openalex.org/keywords/bar-chart","display_name":"Bar chart","score":0.7468001246452332},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7374646067619324},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.7285327911376953},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.6600440144538879},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.49510255455970764},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4467346668243408},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.43771013617515564},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41971486806869507},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3662593960762024},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1338346302509308},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12229248881340027},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.11339172720909119}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8102948665618896},{"id":"https://openalex.org/C61122496","wikidata":"https://www.wikidata.org/wiki/Q1124595","display_name":"Bar chart","level":2,"score":0.7468001246452332},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7374646067619324},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.7285327911376953},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6600440144538879},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.49510255455970764},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4467346668243408},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.43771013617515564},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41971486806869507},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3662593960762024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1338346302509308},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12229248881340027},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.11339172720909119},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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":4,"locations":[{"id":"doi:10.14778/2735479.2735485","is_oa":false,"landing_page_url":"https://doi.org/10.14778/2735479.2735485","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},{"id":"pmid:26779380","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26779380","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":"Proceedings of the VLDB Endowment. International Conference on Very Large Data Bases","raw_type":null},{"id":"pmh:oai:escholarship.org:ark:/13030/qt1v75g7rn","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/1v75g7rn","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"chapter"},{"id":"pmh:oai:pubmedcentral.nih.gov:4714571","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4714571","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings VLDB Endowment","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:escholarship.org:ark:/13030/qt1v75g7rn","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/1v75g7rn","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"chapter"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4219326155","display_name":null,"funder_award_id":"U54 GM114838","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W205529591","https://openalex.org/W1586825695","https://openalex.org/W1656389077","https://openalex.org/W1784244685","https://openalex.org/W1971459440","https://openalex.org/W1972978214","https://openalex.org/W1973435495","https://openalex.org/W1974554406","https://openalex.org/W1985620471","https://openalex.org/W1986130900","https://openalex.org/W1988144572","https://openalex.org/W1988313157","https://openalex.org/W2000154402","https://openalex.org/W2003421875","https://openalex.org/W2006148350","https://openalex.org/W2023758372","https://openalex.org/W2037701287","https://openalex.org/W2038435918","https://openalex.org/W2059922215","https://openalex.org/W2061562960","https://openalex.org/W2063546264","https://openalex.org/W2064379477","https://openalex.org/W2071774356","https://openalex.org/W2071989194","https://openalex.org/W2073479529","https://openalex.org/W2081028405","https://openalex.org/W2093189534","https://openalex.org/W2098996270","https://openalex.org/W2100005810","https://openalex.org/W2103012681","https://openalex.org/W2110557355","https://openalex.org/W2113411758","https://openalex.org/W2114005694","https://openalex.org/W2115084472","https://openalex.org/W2122441390","https://openalex.org/W2122991194","https://openalex.org/W2130990991","https://openalex.org/W2132631291","https://openalex.org/W2134786002","https://openalex.org/W2138722877","https://openalex.org/W2139276812","https://openalex.org/W2149427297","https://openalex.org/W2152029707","https://openalex.org/W2155843307","https://openalex.org/W2161126263","https://openalex.org/W2161768947","https://openalex.org/W2168385561","https://openalex.org/W2169982181","https://openalex.org/W2197881366","https://openalex.org/W2199389590","https://openalex.org/W2242977838","https://openalex.org/W2296677182","https://openalex.org/W2496945004","https://openalex.org/W2610685016","https://openalex.org/W2791199946","https://openalex.org/W2799002609","https://openalex.org/W2950282063","https://openalex.org/W4242587584","https://openalex.org/W4246899237","https://openalex.org/W4250212406","https://openalex.org/W6723301277","https://openalex.org/W6751060025","https://openalex.org/W6845883598"],"related_works":["https://openalex.org/W4236230270","https://openalex.org/W1499232172","https://openalex.org/W4254627246","https://openalex.org/W4296143854","https://openalex.org/W2487768403","https://openalex.org/W2101830037","https://openalex.org/W4243489664","https://openalex.org/W2970848727","https://openalex.org/W4379390844","https://openalex.org/W2054901814"],"abstract_inverted_index":{"Visualizations":[0],"are":[1,96,105],"frequently":[2],"used":[3,77],"as":[4],"a":[5,18,84],"means":[6],"to":[7,21,43,66,78,123],"understand":[8],"trends":[9],"and":[10,108,147],"gather":[11],"insights":[12],"from":[13],"datasets,":[14],"but":[15],"often":[16],"take":[17,118],"long":[19],"time":[20,150],"generate.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26],"focus":[27,47],"on":[28,50],"the":[29,55,90,125],"problem":[30],"of":[31,41,58,83,143],"rapidly":[32],"generating":[33],"approximate":[34,81],"visualizations":[35,126],"while":[36,140],"preserving":[37],"crucial":[38],"visual":[39,56,69],"properties":[40],"interest":[42],"analysts.":[44],"Our":[45],"primary":[46],"will":[48,63],"be":[49,76],"sampling":[51,103,153],"algorithms":[52,74,104],"that":[53,101,114],"preserve":[54],"property":[57],"ordering":[59,128,137],";":[60],"our":[61,73,102],"techniques":[62],"also":[64,131],"apply":[65],"some":[67],"other":[68],"properties.":[70],"For":[71],"instance,":[72],"can":[75],"generate":[79,124],"an":[80],"visualization":[82],"bar":[85],"chart":[86],"very":[87],"rapidly,":[88],"where":[89],"comparisons":[91],"between":[92],"any":[93],"two":[94],"bars":[95],"correct.":[97],"We":[98],"formally":[99],"show":[100],"generally":[106],"applicable":[107],"provably":[109],"optimal":[110],"in":[111,113,134],"theory,":[112],"they":[115],"do":[116],"not":[117],"more":[119],"samples":[120,146],"than":[121,151],"necessary":[122],"with":[127],"guarantees.":[129],"They":[130],"work":[132],"well":[133],"practice,":[135],"correctly":[136],"output":[138],"groups":[139],"taking":[141],"orders":[142],"magnitude":[144],"fewer":[145],"much":[148],"less":[149],"conventional":[152],"schemes.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":15},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":6}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}