{"id":"https://openalex.org/W1987881840","doi":"https://doi.org/10.1155/2012/724846","title":"Multidimensional Sensor Data Analysis in Cyber-Physical System: An Atypical Cube Approach","display_name":"Multidimensional Sensor Data Analysis in Cyber-Physical System: An Atypical Cube Approach","publication_year":2012,"publication_date":"2012-04-01","ids":{"openalex":"https://openalex.org/W1987881840","doi":"https://doi.org/10.1155/2012/724846","mag":"1987881840"},"language":"en","primary_location":{"id":"doi:10.1155/2012/724846","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2012/724846","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2012/724846","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.sagepub.com/doi/pdf/10.1155/2012/724846","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102243589","display_name":"Lu-An Tang","orcid":null},"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"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lu-An Tang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, JL 61801, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, JL 61801, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101859907","display_name":"Xiao Yu","orcid":"https://orcid.org/0000-0002-2462-012X"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiao Yu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, JL 61801, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, JL 61801, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101580306","display_name":"Sang Kyum Kim","orcid":"https://orcid.org/0000-0003-0768-9923"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangkyum Kim","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, JL 61801, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, JL 61801, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019539533","display_name":"Jiawei Han","orcid":"https://orcid.org/0000-0002-3629-2696"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiawei Han","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, JL 61801, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, JL 61801, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040101293","display_name":"Wen-Chih Peng","orcid":"https://orcid.org/0000-0002-0172-7311"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Chih Peng","raw_affiliation_strings":["National Chiao Tung University, Hsinchu 30010, Taiwan","2 National Chiao Tung University, Hsinchu 30010, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Chiao Tung University, Hsinchu 30010, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"2 National Chiao Tung University, Hsinchu 30010, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025213473","display_name":"Yizhou Sun","orcid":"https://orcid.org/0000-0003-1812-6843"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yizhou Sun","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, JL 61801, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, JL 61801, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114016828","display_name":"Alice Leung","orcid":"https://orcid.org/0000-0002-5479-7225"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alice Leung","raw_affiliation_strings":["BBN Technologies, Cambridge, MA 02138, USA"],"affiliations":[{"raw_affiliation_string":"BBN Technologies, Cambridge, MA 02138, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073465096","display_name":"Thomas La Porta","orcid":"https://orcid.org/0000-0003-1295-4461"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas La Porta","raw_affiliation_strings":["The Pennsylvania State University, Philadelphia, PA 16802, USA"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, Philadelphia, PA 16802, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5102243589"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":1.7341,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.87080675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":"4","first_page":"724846","last_page":"724846"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9994999766349792,"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/T11106","display_name":"Data Management and Algorithms","score":0.9994999766349792,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9962999820709229,"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":0.9923999905586243,"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":0.8167543411254883},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7021771669387817},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6337764263153076},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5864002704620361},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5728758573532104},{"id":"https://openalex.org/keywords/battlefield","display_name":"Battlefield","score":0.5326967239379883},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5297380685806274},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.45323869585990906},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3872331380844116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2382187843322754},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1521216332912445},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09199023246765137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8167543411254883},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7021771669387817},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6337764263153076},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5864002704620361},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5728758573532104},{"id":"https://openalex.org/C2779669469","wikidata":"https://www.wikidata.org/wiki/Q4895508","display_name":"Battlefield","level":2,"score":0.5326967239379883},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5297380685806274},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.45323869585990906},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3872331380844116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2382187843322754},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1521216332912445},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09199023246765137},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C195244886","wikidata":"https://www.wikidata.org/wiki/Q41493","display_name":"Ancient history","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/2012/724846","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2012/724846","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2012/724846","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.718.2156","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.718.2156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.nec-labs.com/%7Eltang/Publications/2012_Journal_AtypicalCube.pdf","raw_type":"text"},{"id":"pmh:oai:RePEc:sae:intdis:v:8:y:2012:i:4:p:724846","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1155/2012/724846","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:f3463dd249b448b0b089fe153c59796e","is_oa":true,"landing_page_url":"https://doaj.org/article/f3463dd249b448b0b089fe153c59796e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 8 (2012)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2012/724846","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2012/724846","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2012/724846","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5798891093","display_name":null,"funder_award_id":"CNS-0931975","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G584685319","display_name":null,"funder_award_id":"CCF-0905014","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5961757849","display_name":null,"funder_award_id":"IIS-1017362","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7561134949","display_name":null,"funder_award_id":"W911NF-09-2-0053","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8202099690","display_name":null,"funder_award_id":"IIS-0905215","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1987881840.pdf","grobid_xml":"https://content.openalex.org/works/W1987881840.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W51840176","https://openalex.org/W124008658","https://openalex.org/W216678443","https://openalex.org/W578585133","https://openalex.org/W1519440323","https://openalex.org/W1530612431","https://openalex.org/W1546365363","https://openalex.org/W2011925575","https://openalex.org/W2028113911","https://openalex.org/W2065426594","https://openalex.org/W2098939959","https://openalex.org/W2100885421","https://openalex.org/W2103201239","https://openalex.org/W2104289880","https://openalex.org/W2112128729","https://openalex.org/W2112734514","https://openalex.org/W2113320247","https://openalex.org/W2114773789","https://openalex.org/W2137524085","https://openalex.org/W2138459266","https://openalex.org/W2138745909","https://openalex.org/W2140190241","https://openalex.org/W2146384339","https://openalex.org/W2149543322","https://openalex.org/W2152279665","https://openalex.org/W2166613071","https://openalex.org/W2338354263","https://openalex.org/W2405327395","https://openalex.org/W2482143991","https://openalex.org/W3022257115","https://openalex.org/W3204616723","https://openalex.org/W4237444643"],"related_works":["https://openalex.org/W1984179778","https://openalex.org/W2363573290","https://openalex.org/W2387459700","https://openalex.org/W2362261179","https://openalex.org/W2383940993","https://openalex.org/W2354389285","https://openalex.org/W4375930838","https://openalex.org/W2387678935","https://openalex.org/W3004173571","https://openalex.org/W2390277087"],"abstract_inverted_index":{"Cyber-Physical":[0],"System":[1],"(CPS)":[2],"is":[3,33,101,111,130,137],"an":[4,105,144],"integration":[5],"of":[6,83,157,181],"distributed":[7],"sensor":[8,46,152],"networks":[9],"with":[10,51,154,174],"computational":[11],"devices.":[12],"CPS":[13,31],"claims":[14],"many":[15],"promising":[16],"applications,":[17],"such":[18,65,89],"as":[19],"traffic":[20],"observation,":[21],"battlefield":[22],"surveillance,":[23],"and":[24,48,54,91,108,124,132],"sensor-network-based":[25],"monitoring.":[26],"One":[27],"important":[28],"topic":[29],"in":[30,143],"research":[32],"about":[34],"the":[35,42,71,109,115,127,155,162,166,182],"atypical":[36,73,84,128],"event":[37],"analysis,":[38,126],"that":[39,165],"is,":[40],"retrieving":[41],"events":[43,90],"from":[44,95,117],"massive":[45,96],"data":[47],"analyzing":[49],"them":[50,94],"spatial,":[52],"temporal,":[53],"other":[55],"multidimensional":[56],"information.":[57],"Many":[58],"traditional":[59],"methods":[60],"are":[61],"not":[62],"feasible":[63],"for":[64],"analysis":[66],"since":[67],"they":[68],"cannot":[69],"describe":[70],"complex":[72],"events.":[74,119],"In":[75],"this":[76],"paper,":[77],"we":[78],"propose":[79],"a":[80,133],"novel":[81],"model":[82],"cluster":[85,100],"to":[86,103,113,139,177],"effectively":[87],"represent":[88],"efficiently":[92],"retrieve":[93,140],"data.":[97],"The":[98],"basic":[99],"designed":[102],"summarize":[104],"individual":[106],"event,":[107],"macrocluster":[110],"used":[112],"integrate":[114],"information":[116,173],"multiple":[118],"To":[120],"facilitate":[121],"scalable,":[122],"flexible,":[123],"online":[125],"cube":[129],"constructed,":[131],"guided":[134],"clustering":[135],"algorithm":[136],"proposed":[138,167],"significant":[141],"clusters":[142],"efficient":[145],"manner.":[146],"We":[147],"conduct":[148],"experiments":[149],"on":[150],"real":[151],"datasets":[153],"size":[156],"more":[158,171],"than":[159],"50":[160],"GB;":[161],"results":[163],"show":[164],"method":[168],"can":[169],"provide":[170],"accurate":[172],"only":[175],"15%":[176],"20%":[178],"time":[179],"cost":[180],"baselines.":[183]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}