{"id":"https://openalex.org/W2142877411","doi":"https://doi.org/10.1007/11430919_40","title":"A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors Search for Time-Series Data Streams","display_name":"A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors Search for Time-Series Data Streams","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2142877411","doi":"https://doi.org/10.1007/11430919_40","mag":"2142877411"},"language":"en","primary_location":{"id":"doi:10.1007/11430919_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11430919_40","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5101558875","display_name":"Jessica Lin","orcid":"https://orcid.org/0000-0002-4887-0692"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jessica Lin","raw_affiliation_strings":["Department of Computer Science and Engineering, University of California, Riverside, Riverside, CA, 92521","Department of Computer Science & Engineering, University of California - Riverside, Riverside, CA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of California, Riverside, Riverside, CA, 92521","institution_ids":["https://openalex.org/I103635307"]},{"raw_affiliation_string":"Department of Computer Science & Engineering, University of California - Riverside, Riverside, CA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091785745","display_name":"Michail Vlachos","orcid":"https://orcid.org/0000-0003-1008-5290"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michai Vlachos","raw_affiliation_strings":["Department of Computer Science and Engineering, University of California, Riverside, Riverside, CA, 92521","Department of Computer Science & Engineering, University of California - Riverside, Riverside, CA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of California, Riverside, Riverside, CA, 92521","institution_ids":["https://openalex.org/I103635307"]},{"raw_affiliation_string":"Department of Computer Science & Engineering, University of California - Riverside, Riverside, CA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078245746","display_name":"Eamonn Keogh","orcid":"https://orcid.org/0000-0002-4188-3968"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eamonn Keogh","raw_affiliation_strings":["Department of Computer Science and Engineering, University of California, Riverside, Riverside, CA, 92521","Department of Computer Science & Engineering, University of California - Riverside, Riverside, CA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of California, Riverside, Riverside, CA, 92521","institution_ids":["https://openalex.org/I103635307"]},{"raw_affiliation_string":"Department of Computer Science & Engineering, University of California - Riverside, Riverside, CA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063685438","display_name":"Dimitrios Gunopulos","orcid":"https://orcid.org/0000-0001-6339-1879"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dimitrios Gunopulos","raw_affiliation_strings":["Department of Computer Science and Engineering, University of California, Riverside, Riverside, CA, 92521","Department of Computer Science & Engineering, University of California - Riverside, Riverside, CA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of California, Riverside, Riverside, CA, 92521","institution_ids":["https://openalex.org/I103635307"]},{"raw_affiliation_string":"Department of Computer Science & Engineering, University of California - Riverside, Riverside, CA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425107","display_name":"Jianwei Liu","orcid":"https://orcid.org/0000-0003-2965-3518"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Liu","raw_affiliation_strings":["College of Computer Science & Technology, Donghua University,","College of Computer Science & Technology, Donghua University#TAB#"],"affiliations":[{"raw_affiliation_string":"College of Computer Science & Technology, Donghua University,","institution_ids":["https://openalex.org/I181326427"]},{"raw_affiliation_string":"College of Computer Science & Technology, Donghua University#TAB#","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102055857","display_name":"Shoujian Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shoujian Yu","raw_affiliation_strings":["College of Computer Science & Technology, Donghua University,","College of Computer Science & Technology, Donghua University#TAB#"],"affiliations":[{"raw_affiliation_string":"College of Computer Science & Technology, Donghua University,","institution_ids":["https://openalex.org/I181326427"]},{"raw_affiliation_string":"College of Computer Science & Technology, Donghua University#TAB#","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103896418","display_name":"Jiajin Le","orcid":null},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajin Le","raw_affiliation_strings":["College of Computer Science & Technology, Donghua University,","College of Computer Science & Technology, Donghua University#TAB#"],"affiliations":[{"raw_affiliation_string":"College of Computer Science & Technology, Donghua University,","institution_ids":["https://openalex.org/I181326427"]},{"raw_affiliation_string":"College of Computer Science & Technology, Donghua University#TAB#","institution_ids":["https://openalex.org/I181326427"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101558875"],"corresponding_institution_ids":["https://openalex.org/I103635307"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.0743,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.76088413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"333","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9901000261306763,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9896000027656555,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8389825224876404},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.832638144493103},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.6578801870346069},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5695891976356506},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5400278568267822},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.4688884913921356},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.45136570930480957},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44069209694862366},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.436744749546051},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.42676877975463867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27380967140197754}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8389825224876404},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.832638144493103},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.6578801870346069},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5695891976356506},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5400278568267822},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.4688884913921356},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.45136570930480957},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44069209694862366},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.436744749546051},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.42676877975463867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27380967140197754},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/11430919_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11430919_40","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.386.7817","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.386.7817","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.gmu.edu/~jessica/publications/mpaa_pakdd05.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1515412672","https://openalex.org/W1563247097","https://openalex.org/W1581502805","https://openalex.org/W1882711135","https://openalex.org/W2036557187","https://openalex.org/W2039924853","https://openalex.org/W2066796814","https://openalex.org/W2068714596","https://openalex.org/W2103012681","https://openalex.org/W2118828104","https://openalex.org/W4233413206"],"related_works":["https://openalex.org/W2559422900","https://openalex.org/W3144143113","https://openalex.org/W2491448268","https://openalex.org/W2892323093","https://openalex.org/W4306940721","https://openalex.org/W2181939267","https://openalex.org/W2160785859","https://openalex.org/W3174322327","https://openalex.org/W2394193399","https://openalex.org/W4301002638"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}