{"id":"https://openalex.org/W1988232074","doi":"https://doi.org/10.4018/jdwm.2011100104","title":"Preserving Privacy in Time Series Data Mining","display_name":"Preserving Privacy in Time Series Data Mining","publication_year":2011,"publication_date":"2011-10-01","ids":{"openalex":"https://openalex.org/W1988232074","doi":"https://doi.org/10.4018/jdwm.2011100104","mag":"1988232074"},"language":"en","primary_location":{"id":"doi:10.4018/jdwm.2011100104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jdwm.2011100104","pdf_url":null,"source":{"id":"https://openalex.org/S53932126","display_name":"International Journal of Data Warehousing and Mining","issn_l":"1548-3924","issn":["1548-3924","1548-3932"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Warehousing and Mining","raw_type":"journal-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/A5101992277","display_name":"Ye Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I102607778","display_name":"Cleveland State University","ror":"https://ror.org/002tx1f22","country_code":"US","type":"education","lineage":["https://openalex.org/I102607778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ye Zhu","raw_affiliation_strings":["Cleveland State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cleveland State University, USA","institution_ids":["https://openalex.org/I102607778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102027967","display_name":"Yongjian Fu","orcid":"https://orcid.org/0000-0003-1650-7167"},"institutions":[{"id":"https://openalex.org/I102607778","display_name":"Cleveland State University","ror":"https://ror.org/002tx1f22","country_code":"US","type":"education","lineage":["https://openalex.org/I102607778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongjian Fu","raw_affiliation_strings":["Cleveland State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cleveland State University, USA","institution_ids":["https://openalex.org/I102607778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083522562","display_name":"Huirong Fu","orcid":"https://orcid.org/0000-0002-0462-0587"},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huirong Fu","raw_affiliation_strings":["Oakland University, USA","Oakland University*, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oakland University, USA","institution_ids":["https://openalex.org/I177721651"]},{"raw_affiliation_string":"Oakland University*, USA","institution_ids":["https://openalex.org/I177721651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.922,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72662777,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"7","issue":"4","first_page":"64","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9962999820709229,"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":0.9962999820709229,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9961000084877014,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9959999918937683,"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":0.9026505947113037},{"id":"https://openalex.org/keywords/data-publishing","display_name":"Data publishing","score":0.685088038444519},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6730571985244751},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5189468860626221},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5182859301567078},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5128791332244873},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4859008193016052},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.4448031187057495},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28208088874816895},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23451706767082214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2158617079257965},{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.18324095010757446}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9026505947113037},{"id":"https://openalex.org/C2781396290","wikidata":"https://www.wikidata.org/wiki/Q17051824","display_name":"Data publishing","level":3,"score":0.685088038444519},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6730571985244751},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5189468860626221},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5182859301567078},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5128791332244873},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4859008193016052},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.4448031187057495},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28208088874816895},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23451706767082214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2158617079257965},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.18324095010757446},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.4018/jdwm.2011100104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jdwm.2011100104","pdf_url":null,"source":{"id":"https://openalex.org/S53932126","display_name":"International Journal of Data Warehousing and Mining","issn_l":"1548-3924","issn":["1548-3924","1548-3932"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Warehousing and Mining","raw_type":"journal-article"},{"id":"pmh:oai:engagedscholarship.csuohio.edu:enece_facpub-1228","is_oa":false,"landing_page_url":"https://engagedscholarship.csuohio.edu/enece_facpub/216","pdf_url":null,"source":{"id":"https://openalex.org/S4306400889","display_name":"EngagedScholarship @ Cleveland State University (Cleveland State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102607778","host_organization_name":"Cleveland State University","host_organization_lineage":["https://openalex.org/I102607778"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical and Computer Engineering Faculty Publications","raw_type":"text"},{"id":"pmh:oai:RePEc:igg:jdwm00:v:7:y:2011:i:4:p:64-85","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jdwm.2011100104","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W116902681","https://openalex.org/W151863654","https://openalex.org/W1482428201","https://openalex.org/W1499049447","https://openalex.org/W1528076390","https://openalex.org/W1587157435","https://openalex.org/W1785021972","https://openalex.org/W1966554111","https://openalex.org/W1969019410","https://openalex.org/W1984710256","https://openalex.org/W2004759253","https://openalex.org/W2008393584","https://openalex.org/W2009733253","https://openalex.org/W2016267457","https://openalex.org/W2022079499","https://openalex.org/W2024098961","https://openalex.org/W2039260438","https://openalex.org/W2041719973","https://openalex.org/W2055433197","https://openalex.org/W2069171221","https://openalex.org/W2076249942","https://openalex.org/W2078937669","https://openalex.org/W2082974912","https://openalex.org/W2085220035","https://openalex.org/W2085954109","https://openalex.org/W2093367651","https://openalex.org/W2097983034","https://openalex.org/W2099741732","https://openalex.org/W2101005720","https://openalex.org/W2112022568","https://openalex.org/W2118944554","https://openalex.org/W2119647652","https://openalex.org/W2120582309","https://openalex.org/W2124192284","https://openalex.org/W2128061541","https://openalex.org/W2128906841","https://openalex.org/W2136561753","https://openalex.org/W2139336600","https://openalex.org/W2141224535","https://openalex.org/W2141625084","https://openalex.org/W2143147232","https://openalex.org/W2151113746","https://openalex.org/W2161229593","https://openalex.org/W2163336863","https://openalex.org/W3004804023","https://openalex.org/W3147178137","https://openalex.org/W3169372665","https://openalex.org/W4302325969","https://openalex.org/W6606194391","https://openalex.org/W6678205798","https://openalex.org/W6683737394"],"related_works":["https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W136304283","https://openalex.org/W1990205660","https://openalex.org/W2978783953","https://openalex.org/W4385611918","https://openalex.org/W2564793090","https://openalex.org/W2380561796","https://openalex.org/W1849704981","https://openalex.org/W2777883117"],"abstract_inverted_index":{"Time":[0],"series":[1,50],"data":[2,34,51],"mining":[3,48],"poses":[4],"new":[5],"challenges":[6],"to":[7,29,85],"privacy.":[8],"Through":[9],"extensive":[10],"experiments,":[11],"the":[12,58,87,90,96],"authors":[13],"find":[14],"that":[15,95],"existing":[16],"privacy-preserving":[17],"techniques":[18],"such":[19,32],"as":[20,33],"aggregation":[21,75,113],"and":[22,47,52,77,107],"adding":[23],"random":[24],"noise":[25],"are":[26,80,83],"insufficient":[27],"due":[28],"privacy":[30,54,63,78,101],"attacks":[31],"flow":[35],"separation":[36],"attack.":[37],"This":[38],"paper":[39],"also":[40],"presents":[41],"a":[42,60,109],"general":[43],"model":[44],"for":[45],"publishing":[46],"time":[49],"its":[53],"issues.":[55],"Based":[56],"on":[57,72],"model,":[59],"spectrum":[61],"of":[62,89,112],"preserving":[64],"methods":[65,97],"is":[66],"proposed.":[67],"For":[68],"each":[69],"method,":[70],"effects":[71],"classification":[73,105],"accuracy,":[74],"error,":[76],"leak":[79],"studied.":[81],"Experiments":[82],"conducted":[84],"evaluate":[86],"performance":[88],"methods.":[91],"The":[92],"results":[93],"show":[94],"can":[98],"effectively":[99],"preserve":[100],"without":[102],"losing":[103],"much":[104],"accuracy":[106],"within":[108],"specified":[110],"limit":[111],"error.":[114]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}