{"id":"https://openalex.org/W1981325128","doi":"https://doi.org/10.1109/vast.2010.5652392","title":"DimStiller: Workflows for dimensional analysis and reduction","display_name":"DimStiller: Workflows for dimensional analysis and reduction","publication_year":2010,"publication_date":"2010-10-01","ids":{"openalex":"https://openalex.org/W1981325128","doi":"https://doi.org/10.1109/vast.2010.5652392","mag":"1981325128"},"language":"en","primary_location":{"id":"doi:10.1109/vast.2010.5652392","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2010.5652392","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":"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/A5045361309","display_name":"Stephen Ingram","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Stephen Ingram","raw_affiliation_strings":["University of British Columbia, Canada"],"affiliations":[{"raw_affiliation_string":"University of British Columbia, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079916657","display_name":"Tamara Munzner","orcid":"https://orcid.org/0000-0002-3294-3869"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tamara Munzner","raw_affiliation_strings":["University of British Columbia, Canada"],"affiliations":[{"raw_affiliation_string":"University of British Columbia, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001140149","display_name":"Veronika Irvine","orcid":"https://orcid.org/0000-0002-9455-8712"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Veronika Irvine","raw_affiliation_strings":["University of Victoria","University of Victoria, Canada"],"affiliations":[{"raw_affiliation_string":"University of Victoria","institution_ids":["https://openalex.org/I212119943"]},{"raw_affiliation_string":"University of Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047827833","display_name":"Melanie Tory","orcid":"https://orcid.org/0000-0002-6806-9253"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Melanie Tory","raw_affiliation_strings":["University of Victoria","University of Victoria, Canada"],"affiliations":[{"raw_affiliation_string":"University of Victoria","institution_ids":["https://openalex.org/I212119943"]},{"raw_affiliation_string":"University of Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110631057","display_name":"Steven Bergner","orcid":null},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Steven Bergner","raw_affiliation_strings":["Simon Fraser University, Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060664606","display_name":"Torsten M\u00f6ller","orcid":"https://orcid.org/0000-0003-1192-0710"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Torsten Moller","raw_affiliation_strings":["Simon Fraser University, Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5045361309"],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":6.7882,"has_fulltext":false,"cited_by_count":86,"citation_normalized_percentile":{"value":0.97205801,"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":"3","last_page":"10"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9745000004768372,"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":0.7603739500045776},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7256491780281067},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6795353889465332},{"id":"https://openalex.org/keywords/chaining","display_name":"Chaining","score":0.6786787509918213},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.6473291516304016},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.5620447993278503},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5371829271316528},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5256184935569763},{"id":"https://openalex.org/keywords/symbolic-data-analysis","display_name":"Symbolic data analysis","score":0.5168057680130005},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4987058639526367},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47697576880455017},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4165474772453308},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3748738467693329},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25914835929870605},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1828938126564026},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13412654399871826},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10942435264587402}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7603739500045776},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7256491780281067},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6795353889465332},{"id":"https://openalex.org/C49020025","wikidata":"https://www.wikidata.org/wiki/Q1059099","display_name":"Chaining","level":2,"score":0.6786787509918213},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.6473291516304016},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5620447993278503},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5371829271316528},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5256184935569763},{"id":"https://openalex.org/C65620979","wikidata":"https://www.wikidata.org/wiki/Q7661176","display_name":"Symbolic data analysis","level":2,"score":0.5168057680130005},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4987058639526367},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47697576880455017},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4165474772453308},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3748738467693329},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25914835929870605},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1828938126564026},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13412654399871826},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10942435264587402},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/vast.2010.5652392","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2010.5652392","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:10.1.1.173.1162","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.173.1162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.ubc.ca/labs/imager/tr/2010/DimStiller/dimstiller.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6299999952316284}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1977050089","https://openalex.org/W2017018978","https://openalex.org/W2067752346","https://openalex.org/W2098072631","https://openalex.org/W2098996270","https://openalex.org/W2100567442","https://openalex.org/W2102323492","https://openalex.org/W2114005694","https://openalex.org/W2119471108","https://openalex.org/W2123414367","https://openalex.org/W2132631291","https://openalex.org/W2144769479","https://openalex.org/W2147823926","https://openalex.org/W2166775858","https://openalex.org/W2319824271","https://openalex.org/W2338658972","https://openalex.org/W2489799469","https://openalex.org/W3099514962","https://openalex.org/W4247110399","https://openalex.org/W4247630466","https://openalex.org/W4250857377","https://openalex.org/W4252824811","https://openalex.org/W6644352162","https://openalex.org/W6677063681","https://openalex.org/W6678315941"],"related_works":["https://openalex.org/W1995270367","https://openalex.org/W2767696758","https://openalex.org/W4387627836","https://openalex.org/W2041767423","https://openalex.org/W2107793209","https://openalex.org/W3028301851","https://openalex.org/W4200061056","https://openalex.org/W2901315987","https://openalex.org/W2486348789","https://openalex.org/W1581002386"],"abstract_inverted_index":{"DimStiller":[0,86],"is":[1],"a":[2,20],"system":[3],"for":[4,91],"dimensionality":[5],"reduction":[6],"and":[7,15,46],"analysis.":[8,107],"It":[9],"frames":[10],"the":[11,54,57,62,74,80],"task":[12],"of":[13,22,39,56,76,79,82,103,106],"understanding":[14],"transforming":[16],"input":[17],"dimensions":[18],"as":[19],"series":[21],"analysis":[23],"steps":[24],"where":[25],"users":[26],"transform":[27],"data":[28,84],"tables":[29],"by":[30],"chaining":[31],"together":[32,51],"different":[33],"techniques,":[34],"called":[35,98],"operators,":[36],"into":[37],"pipelines":[38],"expressions.":[40],"The":[41],"individual":[42],"operators":[43],"have":[44],"controls":[45,64],"views":[47],"that":[48],"are":[49],"linked":[50],"based":[52],"on":[53],"structure":[55],"expression.":[58],"Users":[59],"interact":[60],"with":[61,69],"operator":[63],"to":[65],"tune":[66],"parameter":[67],"choices,":[68],"immediate":[70],"visual":[71],"feedback":[72],"guiding":[73],"exploration":[75],"local":[77],"neighborhoods":[78],"space":[81,94],"possible":[83],"tables.":[85],"also":[87],"provides":[88],"global":[89],"guidance":[90],"navigating":[92],"data-table":[93],"through":[95],"expression":[96],"templates":[97],"workflows,":[99],"which":[100],"permit":[101],"re-use":[102],"common":[104],"patterns":[105]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":8}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}