{"id":"https://openalex.org/W2118046314","doi":"https://doi.org/10.1109/icdm.2003.1251023","title":"Detecting patterns of change using enhanced parallel coordinates visualization","display_name":"Detecting patterns of change using enhanced parallel coordinates visualization","publication_year":2004,"publication_date":"2004-04-23","ids":{"openalex":"https://openalex.org/W2118046314","doi":"https://doi.org/10.1109/icdm.2003.1251023","mag":"2118046314"},"language":"en","primary_location":{"id":"doi:10.1109/icdm.2003.1251023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm.2003.1251023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third IEEE International Conference on Data Mining","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/A5101917464","display_name":"Kaidi Zhao","orcid":"https://orcid.org/0000-0001-8081-4650"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"K. Zhao","raw_affiliation_strings":["Department of Computer Science, University of Illinois, Chicago, Chicago, IL, USA","Dept. of Comput. Sci., Illinois Univ., Chicago, IL, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois, Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Illinois Univ., Chicago, IL, USA#TAB#","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012762917","display_name":"B. Liu","orcid":"https://orcid.org/0009-0003-3504-0387"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Liu","raw_affiliation_strings":["Department of Computer Science, University of Illinois, Chicago, Chicago, IL, USA","Dept. of Comput. Sci., Illinois Univ., Chicago, IL, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois, Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Illinois Univ., Chicago, IL, USA#TAB#","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004097025","display_name":"Thomas M. Tirpak","orcid":null},"institutions":[{"id":"https://openalex.org/I1333370159","display_name":"Motorola (United States)","ror":"https://ror.org/01hafxd32","country_code":"US","type":"company","lineage":["https://openalex.org/I1333370159"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T.M. Tirpak","raw_affiliation_strings":["Motorola Advanced Technology Center, Schaumburg, IL, USA","Motorola Advanced Technology Center Schaumburg, IL"],"affiliations":[{"raw_affiliation_string":"Motorola Advanced Technology Center, Schaumburg, IL, USA","institution_ids":["https://openalex.org/I1333370159"]},{"raw_affiliation_string":"Motorola Advanced Technology Center Schaumburg, IL","institution_ids":["https://openalex.org/I1333370159"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023633754","display_name":"Andreas Schaller","orcid":"https://orcid.org/0000-0002-3788-2698"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. Schaller","raw_affiliation_strings":["MATC-Europe, Taunusstein, Germany","MATC-Europe, Germany"],"affiliations":[{"raw_affiliation_string":"MATC-Europe, Taunusstein, Germany","institution_ids":[]},{"raw_affiliation_string":"MATC-Europe, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101917464"],"corresponding_institution_ids":["https://openalex.org/I157725225","https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":1.3665,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.82855697,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"747","last_page":"750"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9930999875068665,"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":0.9930999875068665,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9835000038146973,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9682000279426575,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8220860958099365},{"id":"https://openalex.org/keywords/parallel-coordinates","display_name":"Parallel coordinates","score":0.8206387758255005},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.674834668636322},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5585125088691711},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5530110001564026},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.44800713658332825},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4163414239883423},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3228144645690918},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10215598344802856},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09378811717033386}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8220860958099365},{"id":"https://openalex.org/C60011546","wikidata":"https://www.wikidata.org/wiki/Q932996","display_name":"Parallel coordinates","level":4,"score":0.8206387758255005},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.674834668636322},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5585125088691711},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5530110001564026},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.44800713658332825},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4163414239883423},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3228144645690918},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10215598344802856},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09378811717033386},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdm.2003.1251023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm.2003.1251023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third IEEE International Conference on Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1485406629","https://openalex.org/W1506285740","https://openalex.org/W1509578651","https://openalex.org/W1606918473","https://openalex.org/W1987732120","https://openalex.org/W2118046314","https://openalex.org/W2121155062","https://openalex.org/W2122282348","https://openalex.org/W3039539181","https://openalex.org/W6630726433","https://openalex.org/W6780396083"],"related_works":["https://openalex.org/W2905547976","https://openalex.org/W2071476217","https://openalex.org/W2944266875","https://openalex.org/W4225274103","https://openalex.org/W2013728941","https://openalex.org/W4232514171","https://openalex.org/W2154046714","https://openalex.org/W2093133953","https://openalex.org/W2147893003","https://openalex.org/W2108010457"],"abstract_inverted_index":{"Analyzing":[0],"data":[1],"to":[2,60,89,119,124,141,149],"find":[3],"trends,":[4],"correlations,":[5],"and":[6,111,157],"stable":[7],"patterns":[8,48,95,110,123,152],"is":[9,69,77,81,139],"an":[10,85,131],"important":[11],"problem":[12],"for":[13,107],"many":[14],"industrial":[15],"applications.":[16],"We":[17,83],"propose":[18,84],"a":[19,112,136],"new":[20],"technique":[21,88],"based":[22,87],"on":[23,29],"parallel":[24,30,54],"coordinates":[25,31,55],"visualization.":[26],"Previous":[27],"work":[28],"method":[32],"has":[33],"shown":[34],"that":[35,42,93,115],"they":[36],"are":[37,43,49],"effective":[38],"only":[39],"when":[40,72],"variables":[41,76,91],"correlated":[44],"and/or":[45],"show":[46],"similar":[47],"displayed":[50],"adjacently.":[51],"Although":[52],"current":[53],"tools":[56],"allow":[57],"the":[58,63,73,117,128,134],"user":[59,118],"manually":[61],"rearrange":[62,90],"order":[64],"of":[65,75,133],"variables,":[66],"this":[67],"process":[68],"very":[70],"time-consuming":[71],"number":[74],"large.":[78],"Automated":[79],"assistance":[80],"needed.":[82],"edit-distance":[86],"so":[92],"interesting":[94],"can":[96],"be":[97,125],"easily":[98],"detected.":[99],"Our":[100],"system,":[101,135],"V-Miner,":[102],"includes":[103],"both":[104],"automated":[105],"methods":[106],"visualizing":[108],"common":[109],"query":[113],"tool":[114],"enables":[116],"describe":[120],"specific":[121],"target":[122],"mined/displayed":[126],"by":[127],"system.":[129],"Following":[130],"overview":[132],"case":[137],"study":[138],"presented":[140],"explain":[142],"how":[143],"Motorola":[144],"engineers":[145],"have":[146],"used":[147],"V-Miner":[148],"identify":[150],"significant":[151],"in":[153],"their":[154],"product":[155],"test":[156],"design":[158],"data.":[159]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}