{"id":"https://openalex.org/W3216623900","doi":"https://doi.org/10.3390/rs13224712","title":"Review of Image Classification Algorithms Based on Convolutional Neural Networks","display_name":"Review of Image Classification Algorithms Based on Convolutional Neural Networks","publication_year":2021,"publication_date":"2021-11-21","ids":{"openalex":"https://openalex.org/W3216623900","doi":"https://doi.org/10.3390/rs13224712","mag":"3216623900"},"language":"en","primary_location":{"id":"doi:10.3390/rs13224712","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13224712","pdf_url":"https://www.mdpi.com/2072-4292/13/22/4712/pdf?version=1637640147","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/2072-4292/13/22/4712/pdf?version=1637640147","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089158473","display_name":"Leiyu Chen","orcid":"https://orcid.org/0000-0001-8231-289X"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leiyu Chen","raw_affiliation_strings":["College of Mechanical Engineering, Guizhou University, Guiyang 550025, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Guizhou University, Guiyang 550025, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354322","display_name":"Shaobo Li","orcid":"https://orcid.org/0000-0003-4759-6000"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaobo Li","raw_affiliation_strings":["College of Mechanical Engineering, Guizhou University, Guiyang 550025, China","State Key Laboratory of Public Big Data, Guizhou University, Guiyang 550025, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Guizhou University, Guiyang 550025, China","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"State Key Laboratory of Public Big Data, Guizhou University, Guiyang 550025, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033073680","display_name":"Qiang Bai","orcid":"https://orcid.org/0000-0002-2630-0090"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Bai","raw_affiliation_strings":["College of Mechanical Engineering, Guizhou University, Guiyang 550025, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Guizhou University, Guiyang 550025, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074326967","display_name":"Jing Yang","orcid":"https://orcid.org/0000-0003-1915-9487"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Yang","raw_affiliation_strings":["College of Mechanical Engineering, Guizhou University, Guiyang 550025, China","State Key Laboratory of Public Big Data, Guizhou University, Guiyang 550025, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Guizhou University, Guiyang 550025, China","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"State Key Laboratory of Public Big Data, Guizhou University, Guiyang 550025, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014452057","display_name":"Sanlong Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sanlong Jiang","raw_affiliation_strings":["College of Mechanical Engineering, Guizhou University, Guiyang 550025, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Guizhou University, Guiyang 550025, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000761539","display_name":"Yanming Miao","orcid":"https://orcid.org/0009-0007-5901-2945"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanming Miao","raw_affiliation_strings":["Key Laboratory of Advanced Manufacturing Technology of the Ministry of Education, Guizhou University, Guiyang 550025, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Manufacturing Technology of the Ministry of Education, Guizhou University, Guiyang 550025, China","institution_ids":["https://openalex.org/I178232147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100354322"],"corresponding_institution_ids":["https://openalex.org/I178232147"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":51.806,"has_fulltext":false,"cited_by_count":717,"citation_normalized_percentile":{"value":0.99940625,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"13","issue":"22","first_page":"4712","last_page":"4712"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9973999857902527,"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":0.9973999857902527,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9930999875068665,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.8027582764625549},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7511056661605835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6666498184204102},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.6361868977546692},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5177704095840454},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4815683364868164},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4763919711112976},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45137515664100647},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4344474673271179}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8027582764625549},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7511056661605835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6666498184204102},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.6361868977546692},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5177704095840454},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4815683364868164},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4763919711112976},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45137515664100647},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4344474673271179}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13224712","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13224712","pdf_url":"https://www.mdpi.com/2072-4292/13/22/4712/pdf?version=1637640147","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:d6e42026eaa94282b4031eb188df3fb5","is_oa":true,"landing_page_url":"https://doaj.org/article/d6e42026eaa94282b4031eb188df3fb5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 13, Iss 22, p 4712 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/22/4712/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13224712","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 13; Issue 22; Pages: 4712","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13224712","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13224712","pdf_url":"https://www.mdpi.com/2072-4292/13/22/4712/pdf?version=1637640147","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":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3216623900.pdf","grobid_xml":"https://content.openalex.org/works/W3216623900.grobid-xml"},"referenced_works_count":194,"referenced_works":["https://openalex.org/W832971097","https://openalex.org/W1518494348","https://openalex.org/W1524680991","https://openalex.org/W1533861849","https://openalex.org/W1606858007","https://openalex.org/W1622676895","https://openalex.org/W1677182931","https://openalex.org/W1745334888","https://openalex.org/W1840106123","https://openalex.org/W1849277567","https://openalex.org/W1912954554","https://openalex.org/W1955055330","https://openalex.org/W1984309565","https://openalex.org/W1995341919","https://openalex.org/W2013027719","https://openalex.org/W2016053056","https://openalex.org/W2027922120","https://openalex.org/W2033310064","https://openalex.org/W2037227137","https://openalex.org/W2040870580","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2098676252","https://openalex.org/W2101210369","https://openalex.org/W2102605133","https://openalex.org/W2102935025","https://openalex.org/W2104657103","https://openalex.org/W2105464873","https://openalex.org/W2107878631","https://openalex.org/W2108598243","https://openalex.org/W2111316763","https://openalex.org/W2112739286","https://openalex.org/W2112796928","https://openalex.org/W2113325037","https://openalex.org/W2117951582","https://openalex.org/W2118097920","https://openalex.org/W2124634352","https://openalex.org/W2128154306","https://openalex.org/W2131846894","https://openalex.org/W2136922672","https://openalex.org/W2137515395","https://openalex.org/W2143915663","https://openalex.org/W2147238549","https://openalex.org/W2151103935","https://openalex.org/W2156163116","https://openalex.org/W2161184370","https://openalex.org/W2161381512","https://openalex.org/W2161758346","https://openalex.org/W2161969291","https://openalex.org/W2162931300","https://openalex.org/W2163605009","https://openalex.org/W2163808566","https://openalex.org/W2163922914","https://openalex.org/W2165698076","https://openalex.org/W2167215970","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2204257188","https://openalex.org/W2213612645","https://openalex.org/W2233116163","https://openalex.org/W2248723555","https://openalex.org/W2291068538","https://openalex.org/W2294370754","https://openalex.org/W2300242332","https://openalex.org/W2315075631","https://openalex.org/W2316716154","https://openalex.org/W2331143823","https://openalex.org/W2344884875","https://openalex.org/W2395611524","https://openalex.org/W2412588858","https://openalex.org/W2531409750","https://openalex.org/W2541674938","https://openalex.org/W2549139847","https://openalex.org/W2558580397","https://openalex.org/W2564755587","https://openalex.org/W2565516711","https://openalex.org/W2576683119","https://openalex.org/W2591954064","https://openalex.org/W2601789736","https://openalex.org/W2605135468","https://openalex.org/W2618530766","https://openalex.org/W2619510810","https://openalex.org/W2620429297","https://openalex.org/W2622826443","https://openalex.org/W2715220489","https://openalex.org/W2727875856","https://openalex.org/W2740620254","https://openalex.org/W2744582969","https://openalex.org/W2764034829","https://openalex.org/W2774466993","https://openalex.org/W2782522152","https://openalex.org/W2783165089","https://openalex.org/W2784163702","https://openalex.org/W2785761580","https://openalex.org/W2786225488","https://openalex.org/W2792857687","https://openalex.org/W2795674590","https://openalex.org/W2802999850","https://openalex.org/W2829067510","https://openalex.org/W2883780447","https://openalex.org/W2884585870","https://openalex.org/W2890166761","https://openalex.org/W2890732922","https://openalex.org/W2897086142","https://openalex.org/W2899198451","https://openalex.org/W2919115771","https://openalex.org/W2922509574","https://openalex.org/W2935849356","https://openalex.org/W2937220865","https://openalex.org/W2940939359","https://openalex.org/W2946057160","https://openalex.org/W2946822591","https://openalex.org/W2948329096","https://openalex.org/W2949736877","https://openalex.org/W2954156245","https://openalex.org/W2962217138","https://openalex.org/W2962697884","https://openalex.org/W2962737770","https://openalex.org/W2962761264","https://openalex.org/W2962850830","https://openalex.org/W2962861284","https://openalex.org/W2962949934","https://openalex.org/W2963091558","https://openalex.org/W2963122961","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2963420686","https://openalex.org/W2963446712","https://openalex.org/W2963466847","https://openalex.org/W2963495494","https://openalex.org/W2963821229","https://openalex.org/W2963918968","https://openalex.org/W2963993763","https://openalex.org/W2964081807","https://openalex.org/W2964137095","https://openalex.org/W2964231884","https://openalex.org/W2967733054","https://openalex.org/W2970987838","https://openalex.org/W2974770574","https://openalex.org/W2980137827","https://openalex.org/W2981413347","https://openalex.org/W2981689412","https://openalex.org/W2982083293","https://openalex.org/W2982220924","https://openalex.org/W2984737709","https://openalex.org/W2992308087","https://openalex.org/W2995027615","https://openalex.org/W3013263853","https://openalex.org/W3014641072","https://openalex.org/W3034429256","https://openalex.org/W3034552520","https://openalex.org/W3034609471","https://openalex.org/W3034752215","https://openalex.org/W3035049382","https://openalex.org/W3035160371","https://openalex.org/W3035682985","https://openalex.org/W3042011474","https://openalex.org/W3091002423","https://openalex.org/W3096533519","https://openalex.org/W3100399724","https://openalex.org/W3103152812","https://openalex.org/W3103410140","https://openalex.org/W3119205652","https://openalex.org/W3131500599","https://openalex.org/W3136416617","https://openalex.org/W3138516171","https://openalex.org/W3165924482","https://openalex.org/W3171398643","https://openalex.org/W3172509117","https://openalex.org/W3173807327","https://openalex.org/W3177052299","https://openalex.org/W3180134609","https://openalex.org/W3180562345","https://openalex.org/W4205398292","https://openalex.org/W4214493665","https://openalex.org/W4233045210","https://openalex.org/W4239510810","https://openalex.org/W4249306322","https://openalex.org/W4249594181","https://openalex.org/W4250482878","https://openalex.org/W4307823382","https://openalex.org/W6633032110","https://openalex.org/W6636489938","https://openalex.org/W6640054144","https://openalex.org/W6674330103","https://openalex.org/W6680610060","https://openalex.org/W6683411478","https://openalex.org/W6684191040","https://openalex.org/W6698835062","https://openalex.org/W6739901393","https://openalex.org/W6746552969","https://openalex.org/W6756427901","https://openalex.org/W6760846179","https://openalex.org/W6762585180"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W2911497689","https://openalex.org/W2952813363","https://openalex.org/W4360783045","https://openalex.org/W2963346891","https://openalex.org/W2770149305","https://openalex.org/W2795259429"],"abstract_inverted_index":{"Image":[0],"classification":[1,37,84,88,102,157],"has":[2,18],"always":[3],"been":[4],"a":[5],"hot":[6],"research":[7],"direction":[8],"in":[9,66,79,160,173],"the":[10,13,20,32,41,63,70,96,119,124,133,140,146,168,182],"world,":[11],"and":[12,40,56,85,132,171],"emergence":[14],"of":[15,22,72,98,127,137,154,181],"deep":[16],"learning":[17],"promoted":[19],"development":[21],"this":[23,91,161,174],"field.":[24],"Convolutional":[25],"neural":[26,129],"networks":[27,130],"(CNNs)":[28],"have":[29,77,165],"gradually":[30],"become":[31],"mainstream":[33],"algorithm":[34],"for":[35],"image":[36,67,82,101,156],"since":[38],"2012,":[39],"CNN":[42],"architecture":[43,65],"applied":[44],"to":[45,100,112],"other":[46],"visual":[47],"recognition":[48],"tasks":[49],"(such":[50],"as":[51,176,178],"object":[52,54],"detection,":[53],"localization,":[55],"semantic":[57],"segmentation)":[58],"is":[59],"generally":[60],"derived":[61],"from":[62,108],"network":[64,116,135,143,149],"classification.":[68],"In":[69,90],"wake":[71],"these":[73],"successes,":[74],"CNN-based":[75],"methods":[76,158],"emerged":[78],"remote":[80],"sensing":[81],"scene":[83],"achieved":[86],"advanced":[87],"accuracy.":[89],"review,":[92],"which":[93],"focuses":[94],"on":[95],"application":[97],"CNNs":[99],"tasks,":[103],"we":[104,121,164],"cover":[105],"their":[106,109],"development,":[107],"predecessors":[110],"up":[111],"recent":[113,147],"state-of-the-art":[114],"(SOAT)":[115],"architectures.":[117],"Along":[118],"way,":[120],"analyze":[122],"(1)":[123],"basic":[125,134],"structure":[126],"artificial":[128],"(ANNs)":[131],"layers":[136],"CNNs,":[138],"(2)":[139],"classic":[141],"predecessor":[142],"models,":[144],"(3)":[145],"SOAT":[148],"algorithms,":[150],"(4)":[151],"comprehensive":[152],"comparison":[153],"various":[155],"mentioned":[159],"article.":[162],"Finally,":[163],"also":[166],"summarized":[167],"main":[169],"analysis":[170],"discussion":[172],"article,":[175],"well":[177],"introduce":[179],"some":[180],"current":[183],"trends.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":50},{"year":2025,"cited_by_count":252},{"year":2024,"cited_by_count":252},{"year":2023,"cited_by_count":115},{"year":2022,"cited_by_count":40},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}