{"id":"https://openalex.org/W2913840783","doi":"https://doi.org/10.1007/s11222-018-09851-z","title":"Clustering of interval time series","display_name":"Clustering of interval time series","publication_year":2019,"publication_date":"2019-01-21","ids":{"openalex":"https://openalex.org/W2913840783","doi":"https://doi.org/10.1007/s11222-018-09851-z","mag":"2913840783"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-018-09851-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-018-09851-z","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","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/A5017097014","display_name":"Elizabeth Ann Maharaj","orcid":"https://orcid.org/0000-0002-5513-962X"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Elizabeth Ann Maharaj","raw_affiliation_strings":["Monash University, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5513-962X","affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088617242","display_name":"Paulo Teles","orcid":"https://orcid.org/0000-0001-7969-1403"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Paulo Teles","raw_affiliation_strings":["Faculdade de Economia and LIAAD INESC TEC, Universidade do Porto, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculdade de Economia and LIAAD INESC TEC, Universidade do Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210166615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073656007","display_name":"Paula Brito","orcid":"https://orcid.org/0000-0002-2593-8818"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Paula Brito","raw_affiliation_strings":["Faculdade de Economia and LIAAD INESC TEC, Universidade do Porto, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculdade de Economia and LIAAD INESC TEC, Universidade do Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210166615"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017097014"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":null,"fwci":1.2349,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.79858992,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"29","issue":"5","first_page":"1011","last_page":"1034"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9988999962806702,"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":0.9988999962806702,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10282","display_name":"Financial Risk and Volatility Modeling","score":0.919700026512146,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8594914078712463},{"id":"https://openalex.org/keywords/autocorrelation","display_name":"Autocorrelation","score":0.7661950588226318},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5675565004348755},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.5434539318084717},{"id":"https://openalex.org/keywords/k-medians-clustering","display_name":"k-medians clustering","score":0.5334620475769043},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5305856466293335},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.512897253036499},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4751826822757721},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4604405164718628},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.45309191942214966},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.432587206363678},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4307519793510437},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4121054410934448},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3902103304862976},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3349398970603943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28593921661376953},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.0902298092842102}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8594914078712463},{"id":"https://openalex.org/C5297727","wikidata":"https://www.wikidata.org/wiki/Q786970","display_name":"Autocorrelation","level":2,"score":0.7661950588226318},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5675565004348755},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5434539318084717},{"id":"https://openalex.org/C115328559","wikidata":"https://www.wikidata.org/wiki/Q4041956","display_name":"k-medians clustering","level":5,"score":0.5334620475769043},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5305856466293335},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.512897253036499},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4751826822757721},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4604405164718628},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.45309191942214966},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.432587206363678},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4307519793510437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4121054410934448},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3902103304862976},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3349398970603943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28593921661376953},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0902298092842102},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11222-018-09851-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-018-09851-z","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3009126697","display_name":null,"funder_award_id":"POCI-01-0145-FEDER-006961","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W42618873","https://openalex.org/W136213865","https://openalex.org/W146619314","https://openalex.org/W197944401","https://openalex.org/W1016015581","https://openalex.org/W1236109317","https://openalex.org/W1482555119","https://openalex.org/W1498828547","https://openalex.org/W1521463944","https://openalex.org/W1592981148","https://openalex.org/W1614215352","https://openalex.org/W1839456025","https://openalex.org/W1974198014","https://openalex.org/W1982262289","https://openalex.org/W1989638674","https://openalex.org/W1994440910","https://openalex.org/W2007961939","https://openalex.org/W2022730559","https://openalex.org/W2025818402","https://openalex.org/W2038318937","https://openalex.org/W2039480584","https://openalex.org/W2042289951","https://openalex.org/W2049623660","https://openalex.org/W2054050358","https://openalex.org/W2068708371","https://openalex.org/W2072242542","https://openalex.org/W2073002835","https://openalex.org/W2073488975","https://openalex.org/W2074972084","https://openalex.org/W2079554354","https://openalex.org/W2081525541","https://openalex.org/W2091691993","https://openalex.org/W2093709255","https://openalex.org/W2114679438","https://openalex.org/W2126231666","https://openalex.org/W2130426550","https://openalex.org/W2130761473","https://openalex.org/W2133609334","https://openalex.org/W2156963701","https://openalex.org/W2165406227","https://openalex.org/W2181572596","https://openalex.org/W2215756333","https://openalex.org/W2234763457","https://openalex.org/W2250136874","https://openalex.org/W2334651772","https://openalex.org/W2496675188","https://openalex.org/W2516108306","https://openalex.org/W2519923343","https://openalex.org/W2524792501","https://openalex.org/W2554799668","https://openalex.org/W2573715514","https://openalex.org/W2784489644","https://openalex.org/W3140207665","https://openalex.org/W3143188256","https://openalex.org/W4212801676","https://openalex.org/W4231517854","https://openalex.org/W4235169531","https://openalex.org/W4235500030","https://openalex.org/W4285719527","https://openalex.org/W4293244076","https://openalex.org/W4301856975","https://openalex.org/W6978228375"],"related_works":["https://openalex.org/W2393816671","https://openalex.org/W2376412895","https://openalex.org/W2367377022","https://openalex.org/W2293953271","https://openalex.org/W2896827084","https://openalex.org/W1547125942","https://openalex.org/W3113302101","https://openalex.org/W2389804866","https://openalex.org/W2188840951","https://openalex.org/W3092684173"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}