{"id":"https://openalex.org/W3008160449","doi":"https://doi.org/10.1109/access.2020.2974190","title":"Intelligent Deep Learning Method for Forecasting the Health Evolution Trend of Aero-Engine With Dispersion Entropy-Based Multi-Scale Series Aggregation and LSTM Neural Network","display_name":"Intelligent Deep Learning Method for Forecasting the Health Evolution Trend of Aero-Engine With Dispersion Entropy-Based Multi-Scale Series Aggregation and LSTM Neural Network","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3008160449","doi":"https://doi.org/10.1109/access.2020.2974190","mag":"3008160449"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2974190","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2974190","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09000627.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09000627.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100628324","display_name":"Wei Jiang","orcid":"https://orcid.org/0000-0001-5229-3587"},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huaiyin Institute of Technology","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Jiang","raw_affiliation_strings":["Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai\u2019an, China","Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai\u2019an, China","Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai'an, China","Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai'an, China"],"raw_orcid":"https://orcid.org/0000-0001-5229-3587","affiliations":[{"raw_affiliation_string":"Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai\u2019an, China","institution_ids":["https://openalex.org/I4210153869"]},{"raw_affiliation_string":"Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai\u2019an, China","institution_ids":["https://openalex.org/I4210153869"]},{"raw_affiliation_string":"Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai'an, China","institution_ids":["https://openalex.org/I4210153869"]},{"raw_affiliation_string":"Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai'an, China","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100721032","display_name":"Nan Zhang","orcid":"https://orcid.org/0000-0003-1318-4358"},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huaiyin Institute of Technology","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Zhang","raw_affiliation_strings":["Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai\u2019an, China","Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai\u2019an, China","Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai'an, China","Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai'an, China"],"raw_orcid":"https://orcid.org/0000-0003-1318-4358","affiliations":[{"raw_affiliation_string":"Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai\u2019an, China","institution_ids":["https://openalex.org/I4210153869"]},{"raw_affiliation_string":"Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai\u2019an, China","institution_ids":["https://openalex.org/I4210153869"]},{"raw_affiliation_string":"Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai'an, China","institution_ids":["https://openalex.org/I4210153869"]},{"raw_affiliation_string":"Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai'an, China","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103024604","display_name":"Xiaoming Xue","orcid":"https://orcid.org/0000-0003-2866-0871"},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huaiyin Institute of Technology","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Xue","raw_affiliation_strings":["Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai\u2019an, China","Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai\u2019an, China","Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai'an, China","Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai'an, China"],"raw_orcid":"https://orcid.org/0000-0003-2866-0871","affiliations":[{"raw_affiliation_string":"Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai\u2019an, China","institution_ids":["https://openalex.org/I4210153869"]},{"raw_affiliation_string":"Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai\u2019an, China","institution_ids":["https://openalex.org/I4210153869"]},{"raw_affiliation_string":"Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai'an, China","institution_ids":["https://openalex.org/I4210153869"]},{"raw_affiliation_string":"Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai'an, China","institution_ids":["https://openalex.org/I4210153869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035357400","display_name":"Yanhe Xu","orcid":"https://orcid.org/0000-0003-1234-3636"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanhe Xu","raw_affiliation_strings":["School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-1234-3636","affiliations":[{"raw_affiliation_string":"School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044067939","display_name":"Jian-zhong Zhou","orcid":"https://orcid.org/0000-0002-1810-3572"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianzhong Zhou","raw_affiliation_strings":["School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1810-3572","affiliations":[{"raw_affiliation_string":"School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101741335","display_name":"Xinzi Wang","orcid":"https://orcid.org/0000-0002-5640-056X"},"institutions":[{"id":"https://openalex.org/I4210153869","display_name":"Huaiyin Institute of Technology","ror":"https://ror.org/0555ezg60","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinzi Wang","raw_affiliation_strings":["Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai\u2019an, China","Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai'an, China"],"raw_orcid":"https://orcid.org/0000-0002-5640-056X","affiliations":[{"raw_affiliation_string":"Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai\u2019an, China","institution_ids":["https://openalex.org/I4210153869"]},{"raw_affiliation_string":"Faculty of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huai'an, China","institution_ids":["https://openalex.org/I4210153869"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.1093,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.8741499,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"34350","last_page":"34361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9710999727249146,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.7135657072067261},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6926805377006531},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6044406294822693},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5509160161018372},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4949173331260681},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4947046935558319},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4858705401420593},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4364801347255707},{"id":"https://openalex.org/keywords/aero-engine","display_name":"Aero engine","score":0.4340746998786926},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4316714406013489},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41532766819000244},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12901365756988525}],"concepts":[{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.7135657072067261},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6926805377006531},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6044406294822693},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5509160161018372},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4949173331260681},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4947046935558319},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4858705401420593},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4364801347255707},{"id":"https://openalex.org/C2985438705","wikidata":"https://www.wikidata.org/wiki/Q743004","display_name":"Aero engine","level":2,"score":0.4340746998786926},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4316714406013489},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41532766819000244},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12901365756988525},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2974190","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2974190","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09000627.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3af6d52a64694463978cbc82c381fe1d","is_oa":true,"landing_page_url":"https://doaj.org/article/3af6d52a64694463978cbc82c381fe1d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 34350-34361 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2974190","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2974190","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09000627.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3343475571","display_name":null,"funder_award_id":"51709122","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6557294168","display_name":null,"funder_award_id":"HGAMTL-1713","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8622791133","display_name":null,"funder_award_id":"51809099","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3008160449.pdf","grobid_xml":"https://content.openalex.org/works/W3008160449.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W1828120854","https://openalex.org/W1965520378","https://openalex.org/W1985258458","https://openalex.org/W1986421176","https://openalex.org/W1989137448","https://openalex.org/W2004353783","https://openalex.org/W2007221293","https://openalex.org/W2025387494","https://openalex.org/W2041723890","https://openalex.org/W2050568166","https://openalex.org/W2064323378","https://openalex.org/W2110007571","https://openalex.org/W2120390927","https://openalex.org/W2120841219","https://openalex.org/W2125056386","https://openalex.org/W2149956719","https://openalex.org/W2175473154","https://openalex.org/W2512303431","https://openalex.org/W2609559763","https://openalex.org/W2735544324","https://openalex.org/W2750674396","https://openalex.org/W2810988938","https://openalex.org/W2897446518","https://openalex.org/W2898961532","https://openalex.org/W2941258581","https://openalex.org/W2942721092","https://openalex.org/W2951836720","https://openalex.org/W2959915043","https://openalex.org/W2964923369","https://openalex.org/W2965307660","https://openalex.org/W2974653574","https://openalex.org/W2974815047","https://openalex.org/W2978710861","https://openalex.org/W2999247147","https://openalex.org/W6628877408"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2363056446","https://openalex.org/W2081563414","https://openalex.org/W2359718298","https://openalex.org/W2377062149","https://openalex.org/W2380939102","https://openalex.org/W154554909","https://openalex.org/W2072581623","https://openalex.org/W1915398038","https://openalex.org/W1985781979"],"abstract_inverted_index":{"Accurate":[0],"health":[1,48,58,62,134,170],"evolution":[2,49,135,171],"trend":[3,50,136,180],"forecasting":[4,46,137,156,181],"of":[5,15,51,57,99,128,138,144,155,173],"aero-engine":[6,174],"is":[7,43,66,82,112],"essential":[8],"for":[9,45,114,152],"operation":[10],"reliability":[11],"and":[12,35,175],"maintenance":[13],"costs":[14],"aeronautical":[16],"equipment.":[17],"In":[18],"this":[19],"study,":[20],"an":[21],"intelligent":[22],"deep":[23],"learning":[24],"method,":[25,147],"systematically":[26],"blending":[27],"the":[28,47,72,86,96,116,121,126,133,142,145,153,163,169],"dispersion":[29,108],"entropy-based":[30],"multi-scale":[31,91,103],"series":[32,92,104],"aggregation":[33,105],"scheme":[34],"long":[36],"short":[37],"term":[38],"memory":[39],"(LSTM)":[40],"neural":[41],"network,":[42],"proposed":[44,146,164],"aero-engine.":[52,139],"Firstly,":[53],"a":[54],"comprehensive":[55],"measurement":[56],"levels,":[59],"namely,":[60],"integrated":[61],"state":[63],"index":[64],"(IHSI),":[65],"developed":[67],"with":[68,78,107],"high-dimensional":[69],"dataset.":[70],"Secondly,":[71],"complete":[73,132],"ensemble":[74],"empirical":[75],"mode":[76],"decomposition":[77],"adaptive":[79],"noise":[80],"(CEEMDAN)":[81],"exploited":[83],"to":[84,93,131],"decompose":[85],"IHSI":[87],"sequence":[88],"into":[89],"several":[90],"further":[94,176],"capture":[95],"internal":[97],"characteristics":[98],"original":[100],"sequence.":[101],"Subsequently,":[102],"assisted":[106],"entropy":[109],"analysis":[110],"theory":[111],"conducted":[113],"obtaining":[115],"aggregated":[117],"sub-series":[118],"(ASS).":[119],"Finally,":[120],"ASS":[122],"are":[123,150],"served":[124],"as":[125],"inputs":[127],"LSTM":[129],"network":[130],"To":[140],"demonstrate":[141],"effectiveness":[143],"six":[148],"approaches":[149],"present":[151],"comparisons":[154],"performance.":[157],"The":[158],"experimental":[159],"results":[160],"indicate":[161],"that":[162],"method":[165],"can":[166],"effectively":[167],"measure":[168],"process":[172],"obtain":[177],"more":[178],"accurate":[179],"results.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2026-08-02T14:50:37.381335","created_date":"2025-10-10T00:00:00"}
