{"id":"https://openalex.org/W4221016718","doi":"https://doi.org/10.1007/s10618-022-00822-7","title":"PETSC: pattern-based embedding for time series classification","display_name":"PETSC: pattern-based embedding for time series classification","publication_year":2022,"publication_date":"2022-03-24","ids":{"openalex":"https://openalex.org/W4221016718","doi":"https://doi.org/10.1007/s10618-022-00822-7"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-022-00822-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-022-00822-7","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.tilburguniversity.edu/en/publications/8677d85b-dcc5-4919-8fd2-d5f442ed859c","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088714933","display_name":"Len Feremans","orcid":"https://orcid.org/0000-0001-8717-0552"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Len Feremans","raw_affiliation_strings":["Department of Computer Science, University of Antwerp, Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Antwerp, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045231288","display_name":"Boris \u010cule","orcid":"https://orcid.org/0000-0003-1539-0892"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]},{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE","NL"],"is_corresponding":false,"raw_author_name":"Boris Cule","raw_affiliation_strings":["Department of Accountancy and Finance, University of Antwerp, Antwerp, Belgium","Department of Cognitive Science and Artificial Intelligence, Tilburg University, Tilburg, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Accountancy and Finance, University of Antwerp, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]},{"raw_affiliation_string":"Department of Cognitive Science and Artificial Intelligence, Tilburg University, Tilburg, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020321444","display_name":"Bart Goethals","orcid":"https://orcid.org/0000-0001-9327-9554"},"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"]},{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["AU","BE"],"is_corresponding":false,"raw_author_name":"Bart Goethals","raw_affiliation_strings":["Department of Computer Science, University of Antwerp, Antwerp, Belgium","Faculty of Information Technology, Monash University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Antwerp, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]},{"raw_affiliation_string":"Faculty of Information Technology, Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088714933"],"corresponding_institution_ids":["https://openalex.org/I149213910"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.8712,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.94312875,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"36","issue":"3","first_page":"1015","last_page":"1061"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.983299970626831,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9729999899864197,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.7970665693283081},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7087643146514893},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5807779431343079},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5623656511306763},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5492694973945618},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5205265283584595},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.48709893226623535},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.48068007826805115},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40384694933891296},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3493122458457947},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3160911202430725}],"concepts":[{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.7970665693283081},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7087643146514893},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5807779431343079},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5623656511306763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5492694973945618},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5205265283584595},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.48709893226623535},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.48068007826805115},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40384694933891296},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3493122458457947},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3160911202430725},{"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":3,"locations":[{"id":"doi:10.1007/s10618-022-00822-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-022-00822-7","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},{"id":"pmh:oai:tilburguniversity.edu:publications/8677d85b-dcc5-4919-8fd2-d5f442ed859c","is_oa":true,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/8677d85b-dcc5-4919-8fd2-d5f442ed859c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401490","display_name":"Research portal (Tilburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193700539","host_organization_name":"Tilburg University","host_organization_lineage":["https://openalex.org/I193700539"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Feremans, L, \u010cule, B & Goethals, B 2022, 'PETSC: pattern-based embedding for time series classification', Data Mining and Knowledge Discovery, vol. 36, no. 3, pp. 1015-1061. https://doi.org/10.1007/s10618-022-00822-7","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:tilburguniversity.edu:openaire_cris_publications/8677d85b-dcc5-4919-8fd2-d5f442ed859c","is_oa":true,"landing_page_url":"https://link.springer.com/article/10.1007/s10618-022-00822-7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401490","display_name":"Research portal (Tilburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193700539","host_organization_name":"Tilburg University","host_organization_lineage":["https://openalex.org/I193700539"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Feremans, L, \u010cule, B & Goethals, B 2022, 'PETSC: pattern-based embedding for time series classification', Data Mining and Knowledge Discovery, vol. 36, no. 3, pp. 1015-1061. https://doi.org/10.1007/s10618-022-00822-7","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:tilburguniversity.edu:publications/8677d85b-dcc5-4919-8fd2-d5f442ed859c","is_oa":true,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/8677d85b-dcc5-4919-8fd2-d5f442ed859c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401490","display_name":"Research portal (Tilburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193700539","host_organization_name":"Tilburg University","host_organization_lineage":["https://openalex.org/I193700539"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Feremans, L, \u010cule, B & Goethals, B 2022, 'PETSC: pattern-based embedding for time series classification', Data Mining and Knowledge Discovery, vol. 36, no. 3, pp. 1015-1061. https://doi.org/10.1007/s10618-022-00822-7","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W138108058","https://openalex.org/W848133049","https://openalex.org/W1661113200","https://openalex.org/W1771395304","https://openalex.org/W1968354112","https://openalex.org/W1984674851","https://openalex.org/W1989037929","https://openalex.org/W1989417520","https://openalex.org/W2018434937","https://openalex.org/W2026909728","https://openalex.org/W2030863907","https://openalex.org/W2035104901","https://openalex.org/W2052496634","https://openalex.org/W2066796814","https://openalex.org/W2096126105","https://openalex.org/W2099302229","https://openalex.org/W2104933556","https://openalex.org/W2116396873","https://openalex.org/W2122825543","https://openalex.org/W2141536962","https://openalex.org/W2150642692","https://openalex.org/W2151554678","https://openalex.org/W2153567088","https://openalex.org/W2154053567","https://openalex.org/W2154553070","https://openalex.org/W2156026066","https://openalex.org/W2162756694","https://openalex.org/W2164842737","https://openalex.org/W2166547175","https://openalex.org/W2168196587","https://openalex.org/W2237307454","https://openalex.org/W2282821441","https://openalex.org/W2283896980","https://openalex.org/W2332955060","https://openalex.org/W2468738844","https://openalex.org/W2551393996","https://openalex.org/W2555077524","https://openalex.org/W2581867724","https://openalex.org/W2584499795","https://openalex.org/W2616619856","https://openalex.org/W2786161686","https://openalex.org/W2802178212","https://openalex.org/W2888791883","https://openalex.org/W2892035503","https://openalex.org/W2912116129","https://openalex.org/W2935741862","https://openalex.org/W2939865913","https://openalex.org/W2946507061","https://openalex.org/W2954112873","https://openalex.org/W2960603606","https://openalex.org/W2966392777","https://openalex.org/W2972810968","https://openalex.org/W2982438846","https://openalex.org/W2984797972","https://openalex.org/W3010158807","https://openalex.org/W3035125997","https://openalex.org/W3042807565","https://openalex.org/W3080921724","https://openalex.org/W3083891030","https://openalex.org/W3098967488","https://openalex.org/W3115948762","https://openalex.org/W3116868303","https://openalex.org/W3145004415","https://openalex.org/W3150565720"],"related_works":["https://openalex.org/W2049578243","https://openalex.org/W1828158523","https://openalex.org/W2122079181","https://openalex.org/W2000145235","https://openalex.org/W1985848810","https://openalex.org/W2889939530","https://openalex.org/W2399195672","https://openalex.org/W3121881699","https://openalex.org/W2748838164","https://openalex.org/W2118640767"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}