{"id":"https://openalex.org/W1984107911","doi":"https://doi.org/10.1145/2063576.2063694","title":"CLUES","display_name":"CLUES","publication_year":2011,"publication_date":"2011-10-24","ids":{"openalex":"https://openalex.org/W1984107911","doi":"https://doi.org/10.1145/2063576.2063694","mag":"1984107911"},"language":"en","primary_location":{"id":"doi:10.1145/2063576.2063694","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2063576.2063694","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM international conference on Information and knowledge management","raw_type":"proceedings-article"},"type":"conference-paper","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/A5013719632","display_name":"Di Yang","orcid":"https://orcid.org/0000-0002-7964-7872"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Di Yang","raw_affiliation_strings":["WPI, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WPI, Worcester, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101634327","display_name":"Zhenyu Guo","orcid":"https://orcid.org/0000-0002-2869-429X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhenyu Guo","raw_affiliation_strings":["WPI, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WPI, Worcester, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008269094","display_name":"Elke A. Rundensteiner","orcid":"https://orcid.org/0000-0001-5375-9254"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elke A. Rundensteiner","raw_affiliation_strings":["WPI, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WPI, Worcester, MA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102773082","display_name":"Matthew O. Ward","orcid":"https://orcid.org/0000-0002-3080-2579"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthew O. Ward","raw_affiliation_strings":["WPI, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WPI, Worcester, MA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"815","last_page":"824"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9984999895095825,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9976000189781189,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9937000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.811309278011322},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5700543522834778},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5545079112052917},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.5265420079231262},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5214711427688599},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.48574763536453247},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.46008825302124023},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4556761384010315},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.44811776280403137},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4382117986679077},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29849159717559814}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.811309278011322},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5700543522834778},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5545079112052917},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.5265420079231262},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5214711427688599},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.48574763536453247},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.46008825302124023},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4556761384010315},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.44811776280403137},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4382117986679077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29849159717559814},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2063576.2063694","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2063576.2063694","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM international conference on Information and knowledge management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W111817963","https://openalex.org/W182707955","https://openalex.org/W1495986321","https://openalex.org/W1530595269","https://openalex.org/W1673310716","https://openalex.org/W1965456679","https://openalex.org/W1980435364","https://openalex.org/W2002847183","https://openalex.org/W2004787755","https://openalex.org/W2067914441","https://openalex.org/W2092335550","https://openalex.org/W2093100781","https://openalex.org/W2099395665","https://openalex.org/W2100832675","https://openalex.org/W2101445598","https://openalex.org/W2106738877","https://openalex.org/W2117096839","https://openalex.org/W2124507579","https://openalex.org/W2169330240","https://openalex.org/W2170936641"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W2045155990","https://openalex.org/W4313163053","https://openalex.org/W3124914020","https://openalex.org/W3045811229","https://openalex.org/W4300973204","https://openalex.org/W2141033859","https://openalex.org/W2077542787","https://openalex.org/W1483408780","https://openalex.org/W4284884309"],"abstract_inverted_index":{"Although":[0],"various":[1],"mining":[2,49],"algorithms":[3],"have":[4,16],"been":[5,17],"proposed":[6,197],"in":[7,21,29,73,164],"the":[8,30,45,78,93,107,112,120,156,191],"literature":[9],"to":[10,19,24,39,89,105,154,158],"efficiently":[11,96],"compute":[12],"clusters,":[13],"few":[14],"strides":[15],"made":[18],"date":[20],"helping":[22],"analysts":[23],"interactively":[25],"explore":[26,159],"such":[27],"patterns":[28],"stream":[31],"context.":[32],"We":[33],"present":[34],"a":[35,102,128,146,173],"framework":[36],"called":[37],"CLUES":[38,53,91,118,198],"both":[40,190],"computationally":[41],"and":[42,123,139,151,172,184,193],"visually":[43],"support":[44],"process":[46,110],"of":[47,50,56,63,70,81,95,149,195],"real-time":[48],"density-based":[51,71],"clusters.":[52],"is":[54],"composed":[55],"three":[57],"major":[58],"components.":[59],"First,":[60],"as":[61],"foundation":[62],"CLUES,":[64],"we":[65,100],"develop":[66],"an":[67],"evolution":[68,83,108,125],"model":[69],"clusters":[72,122,134],"data":[74],"streams":[75,178],"that":[76],"captures":[77],"complete":[79],"spectrum":[80],"cluster":[82,98,114],"types":[84],"across":[85,140],"streaming":[86],"windows.":[87],"Second,":[88],"equip":[90],"with":[92],"capability":[94],"tracking":[97,109],"evolution,":[99],"design":[101],"novel":[103],"algorithm":[104],"piggy-back":[106],"into":[111,127],"underlying":[113],"detection":[115],"process.":[116],"Third,":[117],"organizes":[119],"detected":[121],"their":[124],"interrelationships":[126],"multidimensional":[129],"pattern":[130,162],"space":[131,163],"-":[132],"presenting":[133],"at":[135],"different":[136,141],"time":[137],"horizons":[138],"abstraction":[142],"levels.":[143],"It":[144],"provides":[145],"rich":[147],"set":[148],"visualization":[150],"interaction":[152],"techniques":[153],"allow":[155],"analyst":[157],"this":[160],"multi-dimensional":[161],"real-time.":[165],"Our":[166],"experimental":[167],"evaluation,":[168],"including":[169],"performance":[170],"studies":[171],"user":[174],"study,":[175],"using":[176],"real":[177],"from":[179,185],"ground":[180],"group":[181],"movement":[182],"monitoring":[183],"stock":[186],"transaction":[187],"domains":[188],"confirm":[189],"efficiency":[192],"effectiveness":[194],"our":[196],"framework.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}
