{"id":"https://openalex.org/W4283807699","doi":"https://doi.org/10.3390/rs14133163","title":"SRT: A Spectral Reconstruction Network for GF-1 PMS Data Based on Transformer and ResNet","display_name":"SRT: A Spectral Reconstruction Network for GF-1 PMS Data Based on Transformer and ResNet","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4283807699","doi":"https://doi.org/10.3390/rs14133163"},"language":"en","primary_location":{"id":"doi:10.3390/rs14133163","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14133163","pdf_url":"https://www.mdpi.com/2072-4292/14/13/3163/pdf?version=1656676239","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/13/3163/pdf?version=1656676239","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114549502","display_name":"Kai Mu","orcid":"https://orcid.org/0000-0002-6624-8389"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Mu","raw_affiliation_strings":["The Key Laboratory of Signal Detection and Processing in Xinjiang Uygur Autonomous Region, Xinjiang University, Urumqi 830091, China","The Key Laboratory of Software Engineering, Xinjiang University, Urumqi 830091, China","The School of Software, Xinjiang University, Urumqi 830091, China"],"raw_orcid":"https://orcid.org/0000-0002-6624-8389","affiliations":[{"raw_affiliation_string":"The Key Laboratory of Signal Detection and Processing in Xinjiang Uygur Autonomous Region, Xinjiang University, Urumqi 830091, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"The Key Laboratory of Software Engineering, Xinjiang University, Urumqi 830091, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"The School of Software, Xinjiang University, Urumqi 830091, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100730159","display_name":"Ziyuan Zhang","orcid":"https://orcid.org/0000-0002-4547-5283"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyuan Zhang","raw_affiliation_strings":["The Key Laboratory of Signal Detection and Processing in Xinjiang Uygur Autonomous Region, Xinjiang University, Urumqi 830091, China","The Key Laboratory of Software Engineering, Xinjiang University, Urumqi 830091, China","The School of Software, Xinjiang University, Urumqi 830091, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Key Laboratory of Signal Detection and Processing in Xinjiang Uygur Autonomous Region, Xinjiang University, Urumqi 830091, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"The Key Laboratory of Software Engineering, Xinjiang University, Urumqi 830091, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"The School of Software, Xinjiang University, Urumqi 830091, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002981402","display_name":"Yurong Qian","orcid":"https://orcid.org/0000-0001-6564-4745"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yurong Qian","raw_affiliation_strings":["The Key Laboratory of Signal Detection and Processing in Xinjiang Uygur Autonomous Region, Xinjiang University, Urumqi 830091, China","The Key Laboratory of Software Engineering, Xinjiang University, Urumqi 830091, China","The School of Software, Xinjiang University, Urumqi 830091, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Key Laboratory of Signal Detection and Processing in Xinjiang Uygur Autonomous Region, Xinjiang University, Urumqi 830091, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"The Key Laboratory of Software Engineering, Xinjiang University, Urumqi 830091, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"The School of Software, Xinjiang University, Urumqi 830091, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029050073","display_name":"Suhong Liu","orcid":"https://orcid.org/0000-0002-4969-5304"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suhong Liu","raw_affiliation_strings":["The Department of Geography, Beijing Normal University, Beijing 100875, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Department of Geography, Beijing Normal University, Beijing 100875, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059155659","display_name":"Mengting Sun","orcid":"https://orcid.org/0000-0001-8022-0510"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengting Sun","raw_affiliation_strings":["The School of Geography and Remote Sensing Science, Xinjiang University, Urumqi 830049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Geography and Remote Sensing Science, Xinjiang University, Urumqi 830049, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002868062","display_name":"Ranran Qi","orcid":"https://orcid.org/0009-0004-1519-4992"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ranran Qi","raw_affiliation_strings":["The Key Laboratory of Signal Detection and Processing in Xinjiang Uygur Autonomous Region, Xinjiang University, Urumqi 830091, China","The Key Laboratory of Software Engineering, Xinjiang University, Urumqi 830091, China","The School of Software, Xinjiang University, Urumqi 830091, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Key Laboratory of Signal Detection and Processing in Xinjiang Uygur Autonomous Region, Xinjiang University, Urumqi 830091, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"The Key Laboratory of Software Engineering, Xinjiang University, Urumqi 830091, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"The School of Software, Xinjiang University, Urumqi 830091, China","institution_ids":["https://openalex.org/I96908189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002981402"],"corresponding_institution_ids":["https://openalex.org/I96908189"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.7979,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.72189295,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"14","issue":"13","first_page":"3163","last_page":"3163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gf","display_name":"GF(2)","score":0.7762506604194641},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6693941354751587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6224579811096191},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.536408007144928},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5129070281982422},{"id":"https://openalex.org/keywords/spectral-bands","display_name":"Spectral bands","score":0.5050204396247864},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5044091939926147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4172506332397461},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3992650508880615},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2960008382797241},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24931159615516663},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16610947251319885},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11361509561538696}],"concepts":[{"id":"https://openalex.org/C156350748","wikidata":"https://www.wikidata.org/wiki/Q5513324","display_name":"GF(2)","level":3,"score":0.7762506604194641},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6693941354751587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6224579811096191},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.536408007144928},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5129070281982422},{"id":"https://openalex.org/C114700698","wikidata":"https://www.wikidata.org/wiki/Q2882278","display_name":"Spectral bands","level":2,"score":0.5050204396247864},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5044091939926147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4172506332397461},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3992650508880615},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2960008382797241},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24931159615516663},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16610947251319885},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11361509561538696},{"id":"https://openalex.org/C77926391","wikidata":"https://www.wikidata.org/wiki/Q603880","display_name":"Finite field","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14133163","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14133163","pdf_url":"https://www.mdpi.com/2072-4292/14/13/3163/pdf?version=1656676239","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ea745c3b56564a608f0a774062a36410","is_oa":true,"landing_page_url":"https://doaj.org/article/ea745c3b56564a608f0a774062a36410","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":"Remote Sensing, Vol 14, Iss 13, p 3163 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/13/3163/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14133163","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 14; Issue 13; Pages: 3163","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14133163","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14133163","pdf_url":"https://www.mdpi.com/2072-4292/14/13/3163/pdf?version=1656676239","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1168676466","display_name":null,"funder_award_id":"XJ2021G062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5819373079","display_name":"\u57fa\u4e8e\u65f6-\u7a7a-\u8c31\u7279\u5f81\u6df1\u5ea6\u5b66\u4e60\u7684\u9065\u611f\u56fe\u50cf\u8d85\u5206\u8fa8\u7387\u91cd\u5efa\u7814\u7a76","funder_award_id":"61966035","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6097606922","display_name":null,"funder_award_id":"U1803261","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6371281343","display_name":null,"funder_award_id":"XJ2020G074","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6794181193","display_name":null,"funder_award_id":"XJ2019G069","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7524692325","display_name":null,"funder_award_id":"XJE-DU2017T002","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":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283807699.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W410923568","https://openalex.org/W817971873","https://openalex.org/W1996473670","https://openalex.org/W2012075135","https://openalex.org/W2074006604","https://openalex.org/W2094029876","https://openalex.org/W2114770744","https://openalex.org/W2133665775","https://openalex.org/W2154579312","https://openalex.org/W2194775991","https://openalex.org/W2520430674","https://openalex.org/W2752782242","https://openalex.org/W2753685993","https://openalex.org/W2766101120","https://openalex.org/W2766419681","https://openalex.org/W2768203249","https://openalex.org/W2848020186","https://openalex.org/W2893739000","https://openalex.org/W2901677542","https://openalex.org/W2963446712","https://openalex.org/W2987250212","https://openalex.org/W3035556176","https://openalex.org/W3035598238","https://openalex.org/W3036200672","https://openalex.org/W3096609285","https://openalex.org/W3099189289","https://openalex.org/W3104313739","https://openalex.org/W3116489684","https://openalex.org/W3127010833","https://openalex.org/W3127042927","https://openalex.org/W3132503749","https://openalex.org/W3135103104","https://openalex.org/W3164781827","https://openalex.org/W3170841864","https://openalex.org/W3211927563","https://openalex.org/W3212801349","https://openalex.org/W4242943569","https://openalex.org/W4285085921","https://openalex.org/W4313156423","https://openalex.org/W6795737213"],"related_works":["https://openalex.org/W4403412966","https://openalex.org/W3020030325","https://openalex.org/W158465627","https://openalex.org/W2992553142","https://openalex.org/W73286898","https://openalex.org/W4400889231","https://openalex.org/W3031921582","https://openalex.org/W2769081257","https://openalex.org/W1506971503","https://openalex.org/W2560215812"],"abstract_inverted_index":{"The":[0,87,101,116],"time":[1],"of":[2,13,39,78,83,151,164],"acquiring":[3],"remote":[4],"sensing":[5],"data":[6,43],"was":[7],"halved":[8],"after":[9],"the":[10,28,35,75,95,111,140,152,172],"joint":[11,56],"operation":[12],"Gao":[14,18],"Fen-6":[15],"(GF-6)":[16],"and":[17,71,109,125,138,158,166,184],"Fen-1":[19],"(GF-1)":[20],"satellites.":[21],"Meanwhile,":[22],"GF-6":[23],"added":[24],"four":[25],"bands,":[26,48],"including":[27],"\u201cred-edge\u201d":[29],"band":[30],"that":[31],"can":[32],"effectively":[33],"reflect":[34],"unique":[36],"spectral":[37,64,185],"characteristics":[38],"crops.":[40],"However,":[41],"GF-1":[42],"do":[44],"not":[45],"contain":[46],"these":[47],"which":[49],"greatly":[50],"limits":[51],"their":[52],"application":[53],"to":[54,73,144],"crop-related":[55],"monitoring.":[57],"In":[58],"this":[59],"paper,":[60],"we":[61],"propose":[62],"a":[63,149],"reconstruction":[65],"network":[66],"(SRT)":[67],"based":[68,178],"on":[69,179],"Transformer":[70],"ResNet":[72],"reconstruct":[74],"missing":[76],"bands":[77],"GF-1.":[79],"SRT":[80],"is":[81],"composed":[82],"three":[84],"modules:":[85],"(1)":[86],"transformer":[88],"feature":[89],"extraction":[90],"module":[91,104,120],"(TFEM)":[92],"fully":[93],"extracts":[94],"correlation":[96],"features":[97,108,124],"between":[98],"spectra.":[99],"(2)":[100],"residual":[102,117],"dense":[103],"(RDM)":[105],"reconstructs":[106,122],"local":[107],"avoids":[110],"vanishing":[112],"gradient":[113],"problem.":[114],"(3)":[115],"global":[118,123],"construction":[119],"(RGM)":[121],"preserves":[126],"texture":[127],"details.":[128],"Compared":[129],"with":[130],"competing":[131],"methods,":[132],"such":[133],"as":[134],"AWAN,":[135],"HRNet,":[136],"HSCNN-D,":[137],"M2HNet,":[139],"proposed":[141],"method":[142],"proved":[143],"have":[145],"higher":[146],"accuracy":[147,174],"by":[148],"margin":[150],"mean":[153,160],"relative":[154],"absolute":[155],"error":[156,162],"(MRAE)":[157],"root":[159],"squared":[161],"(RMSE)":[163],"0.022":[165],"0.009,":[167],"respectively.":[168],"It":[169],"also":[170],"achieved":[171],"best":[173],"in":[175],"supervised":[176],"classification":[177],"support":[180],"vector":[181],"machine":[182],"(SVM)":[183],"angle":[186],"mapper":[187],"(SAM).":[188]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-20T07:56:41.581041","created_date":"2022-07-06T00:00:00"}