{"id":"https://openalex.org/W4206748003","doi":"https://doi.org/10.1007/s10489-021-02926-x","title":"Time Series Reconstruction and Classification: A Comprehensive Comparative Study","display_name":"Time Series Reconstruction and Classification: A Comprehensive Comparative Study","publication_year":2022,"publication_date":"2022-01-11","ids":{"openalex":"https://openalex.org/W4206748003","doi":"https://doi.org/10.1007/s10489-021-02926-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-021-02926-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-021-02926-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/A5041598111","display_name":"Jinbo Li","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jinbo Li","raw_affiliation_strings":["Department of Electrical & Computer Engineering, University of Alberta, Edmonton, AB, T6R 2V4, Canada"],"raw_orcid":"https://orcid.org/0000-0003-4776-0237","affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, University of Alberta, Edmonton, AB, T6R 2V4, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003799782","display_name":"Witold Pedrycz","orcid":"https://orcid.org/0000-0002-9335-9930"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]},{"id":"https://openalex.org/I4210129007","display_name":"Warsaw School of Information Technology","ror":"https://ror.org/02wbgfm85","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210129007","https://openalex.org/I99542240"]}],"countries":["CA","PL"],"is_corresponding":false,"raw_author_name":"Witold Pedrycz","raw_affiliation_strings":["Department of Electrical & Computer Engineering, University of Alberta, Edmonton, AB, T6R 2V4, Canada","Warsaw School of Information Technology, Newelska 6, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, University of Alberta, Edmonton, AB, T6R 2V4, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Warsaw School of Information Technology, Newelska 6, Warsaw, Poland","institution_ids":["https://openalex.org/I4210129007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050142094","display_name":"Adam Gacek","orcid":"https://orcid.org/0000-0002-0836-2976"},"institutions":[{"id":"https://openalex.org/I4210125040","display_name":"Institute of Medical Technology and Equipment","ror":"https://ror.org/02ks0br87","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125040"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Adam Gacek","raw_affiliation_strings":["Institute of Medical Technology and Equipment (ITAM), 118 Roosevelt Street, 41-800, Zabrze, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Technology and Equipment (ITAM), 118 Roosevelt Street, 41-800, Zabrze, Poland","institution_ids":["https://openalex.org/I4210125040"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041598111"],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":0.3534,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.48518112,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"52","issue":"9","first_page":"10082","last_page":"10097"},"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":0.989799976348877,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9846000075340271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.8132508993148804},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.755612313747406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7235755920410156},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.7155563831329346},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6171298623085022},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5633399486541748},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5549057722091675},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5027623176574707},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5024526119232178},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4671815037727356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4517742991447449},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.4423374831676483},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4296359419822693},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41774091124534607},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3942221403121948},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32947665452957153}],"concepts":[{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.8132508993148804},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.755612313747406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7235755920410156},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.7155563831329346},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6171298623085022},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5633399486541748},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5549057722091675},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5027623176574707},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5024526119232178},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4671815037727356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4517742991447449},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.4423374831676483},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4296359419822693},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41774091124534607},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3942221403121948},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32947665452957153},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-021-02926-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-021-02926-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W2014065015","https://openalex.org/W2077924188","https://openalex.org/W2095679991","https://openalex.org/W2100399071","https://openalex.org/W2157195543","https://openalex.org/W2301363727","https://openalex.org/W2409641346","https://openalex.org/W2605642793","https://openalex.org/W2747875299","https://openalex.org/W2891524153","https://openalex.org/W2973008469","https://openalex.org/W2980537499","https://openalex.org/W2981296444","https://openalex.org/W2988244882","https://openalex.org/W2996182064","https://openalex.org/W3006586637","https://openalex.org/W3009960850","https://openalex.org/W3013824346","https://openalex.org/W3016653670","https://openalex.org/W3025986213","https://openalex.org/W3036123607","https://openalex.org/W3038162001","https://openalex.org/W3040166285","https://openalex.org/W3044203778","https://openalex.org/W3045900894","https://openalex.org/W3046208935","https://openalex.org/W3046978353","https://openalex.org/W3047068003","https://openalex.org/W3089299216","https://openalex.org/W3089337021","https://openalex.org/W3091113335","https://openalex.org/W3092657637","https://openalex.org/W3094205865","https://openalex.org/W3109922063","https://openalex.org/W3109975285","https://openalex.org/W3111905586","https://openalex.org/W3113272947","https://openalex.org/W3114899680","https://openalex.org/W3120847116","https://openalex.org/W3121116066","https://openalex.org/W3128663285","https://openalex.org/W3135615975","https://openalex.org/W3137222725","https://openalex.org/W3153337649","https://openalex.org/W3153789791","https://openalex.org/W3172930962","https://openalex.org/W3175925542","https://openalex.org/W3176134760","https://openalex.org/W3190748826","https://openalex.org/W3193442329","https://openalex.org/W3193572782","https://openalex.org/W3196148814","https://openalex.org/W4247160275"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241","https://openalex.org/W2354420595","https://openalex.org/W3095373396"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}