{"id":"https://openalex.org/W2945810026","doi":"https://doi.org/10.1109/access.2019.2917277","title":"Air Quality Forecasting Based on Gated Recurrent Long Short Term Memory Model in Internet of Things","display_name":"Air Quality Forecasting Based on Gated Recurrent Long Short Term Memory Model in Internet of Things","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2945810026","doi":"https://doi.org/10.1109/access.2019.2917277","mag":"2945810026"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2917277","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2917277","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08716687.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":null,"license_id":null,"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/ielx7/6287639/8600701/08716687.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101934392","display_name":"Baowei Wang","orcid":"https://orcid.org/0000-0002-6764-5941"},"institutions":[{"id":"https://openalex.org/I4210111400","display_name":"Education Department of Fujian Province","ror":"https://ror.org/01d6wrk87","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210111400"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Baowei Wang","raw_affiliation_strings":["Fujian Provincial Education Department, Engineering Research Center of Electronic Information and Control, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6764-5941","affiliations":[{"raw_affiliation_string":"Fujian Provincial Education Department, Engineering Research Center of Electronic Information and Control, Fuzhou, China","institution_ids":["https://openalex.org/I4210111400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005804256","display_name":"Weiwen Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwen Kong","raw_affiliation_strings":["School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085489377","display_name":"Hui Guan","orcid":"https://orcid.org/0000-0001-9128-2231"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Guan","raw_affiliation_strings":["School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103216531","display_name":"Naixue Xiong","orcid":"https://orcid.org/0000-0002-0394-4635"},"institutions":[{"id":"https://openalex.org/I192664086","display_name":"Northeastern State University","ror":"https://ror.org/01z7kzb45","country_code":"US","type":"education","lineage":["https://openalex.org/I192664086"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neal N. Xiong","raw_affiliation_strings":["Department of Mathematics and Computer Science, Northeastern State University, Tahlequah, OK, USA"],"raw_orcid":"https://orcid.org/0000-0002-0394-4635","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Northeastern State University, Tahlequah, OK, USA","institution_ids":["https://openalex.org/I192664086"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101934392"],"corresponding_institution_ids":["https://openalex.org/I4210111400"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":8.5817,"has_fulltext":true,"cited_by_count":117,"citation_normalized_percentile":{"value":0.98671621,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"69524","last_page":"69534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10190","display_name":"Air Quality and Health Impacts","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.8071935176849365},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6029288172721863},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.5525604486465454},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5294320583343506},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.5237802863121033},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.485115647315979},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4507470428943634},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4283926486968994},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4211370348930359},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41335850954055786},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.413252592086792},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4002760648727417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37540388107299805},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1300131380558014},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.11431804299354553}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8071935176849365},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6029288172721863},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.5525604486465454},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5294320583343506},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.5237802863121033},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.485115647315979},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4507470428943634},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4283926486968994},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4211370348930359},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41335850954055786},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.413252592086792},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4002760648727417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37540388107299805},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1300131380558014},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.11431804299354553},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2917277","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2917277","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08716687.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ebf1a1dd114c40d8897729b2ac27e93a","is_oa":true,"landing_page_url":"https://doaj.org/article/ebf1a1dd114c40d8897729b2ac27e93a","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 7, Pp 69524-69534 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2917277","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2917277","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08716687.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.800000011920929}],"awards":[{"id":"https://openalex.org/G1811665788","display_name":null,"funder_award_id":"U1536206","funder_id":"https://openalex.org/F4320324849","funder_display_name":"Nanjing University of Information Science and Technology"},{"id":"https://openalex.org/G2476851938","display_name":null,"funder_award_id":"61672294","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2492644075","display_name":null,"funder_award_id":"2018YFB1003205","funder_id":"https://openalex.org/F4320327518","funder_display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions"},{"id":"https://openalex.org/G2697043125","display_name":null,"funder_award_id":"U1836208","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2715041648","display_name":null,"funder_award_id":"U1836110","funder_id":"https://openalex.org/F4320327518","funder_display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions"},{"id":"https://openalex.org/G2843116531","display_name":null,"funder_award_id":"U1836208","funder_id":"https://openalex.org/F4320327518","funder_display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions"},{"id":"https://openalex.org/G3140205499","display_name":null,"funder_award_id":"U1836110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3210995051","display_name":null,"funder_award_id":"61602253","funder_id":"https://openalex.org/F4320324849","funder_display_name":"Nanjing University of Information Science and Technology"},{"id":"https://openalex.org/G3237435641","display_name":null,"funder_award_id":"2018YFB1003205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3327002499","display_name":null,"funder_award_id":"61602253","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020049540","display_name":null,"funder_award_id":"U1536206","funder_id":"https://openalex.org/F4320327518","funder_display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions"},{"id":"https://openalex.org/G4887170035","display_name":null,"funder_award_id":"17ZDA092","funder_id":"https://openalex.org/F4320327518","funder_display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions"},{"id":"https://openalex.org/G5070077326","display_name":null,"funder_award_id":"17ZDA092","funder_id":"https://openalex.org/F4320327557","funder_display_name":"National Office for Philosophy and Social Sciences"},{"id":"https://openalex.org/G5275630921","display_name":null,"funder_award_id":"61672294","funder_id":"https://openalex.org/F4320324849","funder_display_name":"Nanjing University of Information Science and Technology"},{"id":"https://openalex.org/G5408212559","display_name":null,"funder_award_id":"61602253","funder_id":"https://openalex.org/F4320327518","funder_display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions"},{"id":"https://openalex.org/G6564050835","display_name":null,"funder_award_id":"61672294","funder_id":"https://openalex.org/F4320327518","funder_display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions"},{"id":"https://openalex.org/G6701583729","display_name":null,"funder_award_id":"17ZDA092","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7159415382","display_name":null,"funder_award_id":"61173136","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G860498178","display_name":null,"funder_award_id":"U1536206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320310607","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324116","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17"},{"id":"https://openalex.org/F4320324849","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19"},{"id":"https://openalex.org/F4320324852","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760"},{"id":"https://openalex.org/F4320327518","display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions","ror":null},{"id":"https://openalex.org/F4320327557","display_name":"National Office for Philosophy and Social Sciences","ror":"https://ror.org/04m0ms912"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2945810026.pdf","grobid_xml":"https://content.openalex.org/works/W2945810026.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W167368901","https://openalex.org/W1974284277","https://openalex.org/W1997021349","https://openalex.org/W2011740524","https://openalex.org/W2016199013","https://openalex.org/W2026727583","https://openalex.org/W2064675550","https://openalex.org/W2103452139","https://openalex.org/W2136848157","https://openalex.org/W2157331557","https://openalex.org/W2219293789","https://openalex.org/W2568808500","https://openalex.org/W2611984554","https://openalex.org/W2754051771","https://openalex.org/W2785985841","https://openalex.org/W2805209699","https://openalex.org/W2885073745","https://openalex.org/W2898924913","https://openalex.org/W2899503102","https://openalex.org/W2900562530","https://openalex.org/W2903212338","https://openalex.org/W2905872298","https://openalex.org/W2906149388","https://openalex.org/W2912761558","https://openalex.org/W2921921726","https://openalex.org/W3144240269","https://openalex.org/W4249065762"],"related_works":["https://openalex.org/W4225394202","https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W1847088711","https://openalex.org/W3036642985","https://openalex.org/W3032952384","https://openalex.org/W3017902212","https://openalex.org/W2964335273","https://openalex.org/W2982145560","https://openalex.org/W2969450769"],"abstract_inverted_index":{"With":[0],"the":[1,5,9,20,28,34,61,69,73,77,94,97,102,112,150,161,176,183,189,201,210,241,248],"continuous":[2],"development":[3],"of":[4,12,33,63,99,160,191,240,254],"Chinese":[6],"economy":[7],"and":[8,30,48,75,101,136,158,179,226,247],"gradual":[10],"acceleration":[11],"urbanization,":[13],"it":[14],"has":[15],"caused":[16],"tremendous":[17],"damage":[18],"to":[19,59,67,109,148,209,221],"environment.":[21],"The":[22,36,52,84,170,204,237,252],"bad":[23],"air":[24],"environment":[25],"seriously":[26],"damages":[27],"physical":[29],"mental":[31],"health":[32],"people.":[35],"change":[37],"in":[38,55,119,195],"smog":[39,114,217,231],"concentration":[40,98],"will":[41],"be":[42],"affected":[43],"by":[44,175,182],"many":[45],"realistic":[46],"factors":[47,103],"exhibit":[49],"nonlinear":[50,113],"characteristics.":[51],"method":[53,164],"proposed":[54,118],"this":[56,120,255],"paper":[57,121],"is":[58,107,122,155],"use":[60],"Internet":[62],"Things":[64],"(IoT)":[65],"technology":[66],"monitor":[68],"acquired":[70],"data,":[71,74],"process":[72],"predict":[76,111,149],"next":[78],"data":[79,173,190,218,232,242],"using":[80],"a":[81,123,143,224,263],"neural":[82],"network.":[83],"existing":[85,162],"prediction":[86,126,163],"models":[87],"have":[88],"limitations.":[89],"They":[90],"don't":[91],"accurately":[92,110],"capture":[93],"law":[95],"between":[96],"haze":[100],"affecting":[104],"reality.":[105],"It":[106,229],"difficult":[108],"data.":[115],"One":[116],"algorithm":[117,127],"two-layer":[124],"model":[125,154,260],"based":[128],"on":[129],"Long":[130,165],"Short":[131,166],"Term":[132,167],"Memory":[133,168],"Neural":[134,146],"Network":[135,147],"Gated":[137],"Recurrent":[138,145],"Unit":[139],"(LSTM&GRU).":[140],"We":[141],"set":[142],"double-layer":[144],"PM2.5":[151],"value.":[152,212],"This":[153],"an":[156],"improvement":[157],"enhancement":[159],"(LSTM).":[169],"experiment":[171,256],"integrates":[172],"monitored":[174],"IoT":[177],"node":[178],"information":[180],"released":[181],"national":[184],"environmental":[185],"protection":[186],"department.":[187],"First,":[188],"96":[192],"consecutive":[193],"hours":[194],"four":[196],"cities":[197],"were":[198],"selected":[199,215],"as":[200,223],"experimental":[202,205],"samples.":[203],"results":[206,253],"are":[207],"close":[208],"true":[211],"Then,":[213],"we":[214],"daily":[216],"from":[219],"2014/1/1":[220],"2018/1/1":[222],"train":[225],"test":[227],"dataset.":[228],"contains":[230],"for":[233,245,250],"74":[234],"city":[235],"sites.":[236],"first":[238],"70%":[239],"was":[243],"used":[244],"training":[246],"rest":[249],"testing.":[251],"show":[257],"that":[258],"our":[259],"can":[261],"play":[262],"better":[264],"prediction.":[265]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":35},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
