{"id":"https://openalex.org/W2009221201","doi":"https://doi.org/10.1109/pacificvis.2013.6596139","title":"Interactive selection of multivariate features in large spatiotemporal data","display_name":"Interactive selection of multivariate features in large spatiotemporal data","publication_year":2013,"publication_date":"2013-02-01","ids":{"openalex":"https://openalex.org/W2009221201","doi":"https://doi.org/10.1109/pacificvis.2013.6596139","mag":"2009221201"},"language":"en","primary_location":{"id":"doi:10.1109/pacificvis.2013.6596139","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis.2013.6596139","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Pacific Visualization Symposium (PacificVis)","raw_type":"proceedings-article"},"type":"article","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/A5100400846","display_name":"Jingyuan Wang","orcid":"https://orcid.org/0000-0003-0651-1592"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jingyuan Wang","raw_affiliation_strings":["University of Tennessee, USA","University of Tennessee; Knoxville TN USA"],"affiliations":[{"raw_affiliation_string":"University of Tennessee, USA","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"University of Tennessee; Knoxville TN USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113487859","display_name":"Robert Sisneros","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Sisneros","raw_affiliation_strings":["National Center for Supercomputing Applications, USA","Nat. Center for Supercomput. Applic., USA"],"affiliations":[{"raw_affiliation_string":"National Center for Supercomputing Applications, USA","institution_ids":["https://openalex.org/I4210135837"]},{"raw_affiliation_string":"Nat. Center for Supercomput. Applic., USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041484012","display_name":"Jian Huang","orcid":"https://orcid.org/0000-0002-9288-0505"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jian Huang","raw_affiliation_strings":["University of Tennessee, USA","University of Tennessee; Knoxville TN USA"],"affiliations":[{"raw_affiliation_string":"University of Tennessee, USA","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"University of Tennessee; Knoxville TN USA","institution_ids":["https://openalex.org/I75027704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100400846"],"corresponding_institution_ids":["https://openalex.org/I75027704"],"apc_list":null,"apc_paid":null,"fwci":0.2764,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.58844984,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"pp","issue":null,"first_page":"145","last_page":"152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9908000230789185,"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":0.9811999797821045,"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":0.7395420074462891},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.679059624671936},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.519205629825592},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5172948837280273},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"Interactive visualization","score":0.49470970034599304},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4884006381034851},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4715932607650757},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4584161937236786},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4432097375392914},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32575511932373047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22316023707389832},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21023744344711304},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07801169157028198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7395420074462891},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.679059624671936},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.519205629825592},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5172948837280273},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.49470970034599304},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4884006381034851},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4715932607650757},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4584161937236786},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4432097375392914},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32575511932373047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22316023707389832},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21023744344711304},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07801169157028198}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/pacificvis.2013.6596139","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis.2013.6596139","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Pacific Visualization Symposium (PacificVis)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.352.5626","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.352.5626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://web.eecs.utk.edu/~huangj/papers/co3_pvis.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W83710587","https://openalex.org/W1981325128","https://openalex.org/W2001833529","https://openalex.org/W2011316786","https://openalex.org/W2026620505","https://openalex.org/W2032305628","https://openalex.org/W2046591691","https://openalex.org/W2054501662","https://openalex.org/W2077122434","https://openalex.org/W2083053945","https://openalex.org/W2086135154","https://openalex.org/W2087307037","https://openalex.org/W2094176393","https://openalex.org/W2098623081","https://openalex.org/W2108766743","https://openalex.org/W2111400107","https://openalex.org/W2122192161","https://openalex.org/W2132631291","https://openalex.org/W2138615112","https://openalex.org/W2139380568","https://openalex.org/W2144716277","https://openalex.org/W2145800914","https://openalex.org/W2166928043","https://openalex.org/W2616651216","https://openalex.org/W6603349776","https://openalex.org/W6658450121","https://openalex.org/W6664092027","https://openalex.org/W6680970901","https://openalex.org/W6681559314"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W2006240110","https://openalex.org/W2751110224","https://openalex.org/W2147036980","https://openalex.org/W1510524001","https://openalex.org/W1973315673","https://openalex.org/W2520625499","https://openalex.org/W2996372188","https://openalex.org/W2131473689","https://openalex.org/W2771576151"],"abstract_inverted_index":{"Selecting":[0],"meaningful":[1],"features":[2,26,160,164],"is":[3],"central":[4],"in":[5],"the":[6,45,120,132,142,173],"analysis":[7,126],"of":[8,27,48,114,150,163],"scientific":[9,13,31,151,183],"data.":[10],"Today's":[11],"multivariate":[12,71],"datasets":[14],"are":[15,138],"often":[16],"large":[17],"and":[18,52,145,161,167,176],"complex":[19,70],"making":[20],"it":[21],"difficult":[22],"to":[23,30,43,68,110,156],"define":[24],"general":[25],"interest":[28],"significant":[29,46,159],"applications.":[32],"To":[33],"address":[34],"this":[35],"problem,":[36],"we":[37],"propose":[38],"three":[39],"general,":[40],"spatiotemporal":[41],"metrics":[42,102,137],"quantify":[44],"properties":[47],"data":[49,73],"features-concentration,":[50],"continuity":[51],"co-occurrence,":[53],"named":[54],"collectively":[55],"as":[56,82,84],"CO":[57,98,133],"<sub":[58,99,134],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[59,100,135],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">3</sub>":[60,101,136],".":[61],"We":[62],"implemented":[63],"an":[64,104,123],"interactive":[65],"visualization":[66,166],"system":[67,96,121],"investigate":[69],"time-varying":[72],"from":[74,85],"satellite":[75],"remote":[76],"sensing":[77],"with":[78,91,103],"great":[79,92],"spatial":[80],"resolutions,":[81],"well":[83],"real-time":[86],"continental-scale":[87],"power":[88],"grid":[89],"monitoring":[90],"temporal":[93],"resolutions.":[94],"The":[95],"integrates":[97],"elegant":[105],"multi-space":[106],"user":[107,116],"interaction":[108],"tool":[109],"provide":[111],"various":[112],"forms":[113],"quantitative":[115],"feedback.":[117],"Through":[118],"these,":[119],"supports":[122],"iterative":[124],"user-driven":[125],"process.":[127],"Our":[128],"findings":[129],"demonstrate":[130],"that":[131],"useful":[139],"for":[140,165],"simplifying":[141],"problem":[143,174],"space":[144],"revealing":[146],"potential":[147],"unknown":[148],"possibilities":[149],"discoveries":[152],"by":[153],"assisting":[154],"users":[155],"effectively":[157],"select":[158],"groups":[162],"analysis.":[168],"Users":[169],"can":[170],"then":[171],"comprehend":[172],"better":[175],"design":[177],"future":[178],"studies":[179],"using":[180],"newly":[181],"discovered":[182],"hypotheses.":[184]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
