{"id":"https://openalex.org/W2986524475","doi":"https://doi.org/10.1007/s10618-019-00663-x","title":"FastEE: Fast Ensembles of Elastic Distances for time series classification","display_name":"FastEE: Fast Ensembles of Elastic Distances for time series classification","publication_year":2019,"publication_date":"2019-11-18","ids":{"openalex":"https://openalex.org/W2986524475","doi":"https://doi.org/10.1007/s10618-019-00663-x","mag":"2986524475"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-019-00663-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-019-00663-x","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088038766","display_name":"Chang Wei Tan","orcid":"https://orcid.org/0000-0001-8377-3241"},"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":"Chang Wei Tan","raw_affiliation_strings":["Faculty of Information Technology, 25 Exhibition Walk, Monash University, Melbourne, VIC, 3800, Australia"],"raw_orcid":"https://orcid.org/0000-0001-8377-3241","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, 25 Exhibition Walk, Monash University, Melbourne, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005781957","display_name":"Fran\u00e7ois Petitjean","orcid":"https://orcid.org/0000-0001-5334-3574"},"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":false,"raw_author_name":"Fran\u00e7ois Petitjean","raw_affiliation_strings":["Faculty of Information Technology, 25 Exhibition Walk, Monash University, Melbourne, VIC, 3800, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5334-3574","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, 25 Exhibition Walk, Monash University, Melbourne, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058054791","display_name":"Geoffrey I. Webb","orcid":"https://orcid.org/0000-0001-9963-5169"},"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":false,"raw_author_name":"Geoffrey I. Webb","raw_affiliation_strings":["Faculty of Information Technology, 25 Exhibition Walk, Monash University, Melbourne, VIC, 3800, Australia"],"raw_orcid":"https://orcid.org/0000-0001-9963-5169","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, 25 Exhibition Walk, Monash University, Melbourne, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088038766"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.3368,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.89595129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"34","issue":"1","first_page":"231","last_page":"272"},"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/T11309","display_name":"Music and Audio Processing","score":0.988099992275238,"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":0.9670000076293945,"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/computer-science","display_name":"Computer science","score":0.6853957176208496},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6712087988853455},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5172151327133179},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5113682150840759},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4831094741821289},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4726378321647644},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.44737139344215393},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43564194440841675},{"id":"https://openalex.org/keywords/cascading-classifiers","display_name":"Cascading classifiers","score":0.42880746722221375},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.41643065214157104},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.413073867559433},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3788766860961914}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6853957176208496},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6712087988853455},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5172151327133179},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5113682150840759},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4831094741821289},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4726378321647644},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.44737139344215393},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43564194440841675},{"id":"https://openalex.org/C40651066","wikidata":"https://www.wikidata.org/wiki/Q5048220","display_name":"Cascading classifiers","level":4,"score":0.42880746722221375},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.41643065214157104},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.413073867559433},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3788766860961914},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/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/s10618-019-00663-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-019-00663-x","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3124033015","display_name":null,"funder_award_id":"DE170100037","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G6306844140","display_name":null,"funder_award_id":"DP190100017","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W54230203","https://openalex.org/W58346954","https://openalex.org/W67158865","https://openalex.org/W1534304300","https://openalex.org/W1565746575","https://openalex.org/W1597504361","https://openalex.org/W1864972570","https://openalex.org/W1974339580","https://openalex.org/W1977991519","https://openalex.org/W1984674851","https://openalex.org/W1989417520","https://openalex.org/W2008348094","https://openalex.org/W2034528422","https://openalex.org/W2035104901","https://openalex.org/W2042645898","https://openalex.org/W2050493487","https://openalex.org/W2051110057","https://openalex.org/W2091921805","https://openalex.org/W2098759488","https://openalex.org/W2099302229","https://openalex.org/W2118037698","https://openalex.org/W2118371392","https://openalex.org/W2118529802","https://openalex.org/W2128160875","https://openalex.org/W2137089646","https://openalex.org/W2143325592","https://openalex.org/W2147880780","https://openalex.org/W2155919101","https://openalex.org/W2174518382","https://openalex.org/W2342893289","https://openalex.org/W2507191791","https://openalex.org/W2524083015","https://openalex.org/W2555077524","https://openalex.org/W2561675875","https://openalex.org/W2578040940","https://openalex.org/W2765911928","https://openalex.org/W2799671043","https://openalex.org/W2802183958","https://openalex.org/W2888791883","https://openalex.org/W2970148418","https://openalex.org/W2970478682","https://openalex.org/W3098967488","https://openalex.org/W4239867545"],"related_works":["https://openalex.org/W2046975922","https://openalex.org/W2388864896","https://openalex.org/W2407804800","https://openalex.org/W2057416691","https://openalex.org/W4256395896","https://openalex.org/W2117265009","https://openalex.org/W2913388591","https://openalex.org/W2968660735","https://openalex.org/W2245276335","https://openalex.org/W1760344465"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}