{"id":"https://openalex.org/W3100071843","doi":"https://doi.org/10.3390/s20226419","title":"Towards Efficient Building Designing: Heating and Cooling Load Prediction via Multi-Output Model","display_name":"Towards Efficient Building Designing: Heating and Cooling Load Prediction via Multi-Output Model","publication_year":2020,"publication_date":"2020-11-10","ids":{"openalex":"https://openalex.org/W3100071843","doi":"https://doi.org/10.3390/s20226419","mag":"3100071843","pmid":"https://pubmed.ncbi.nlm.nih.gov/33182735"},"language":"en","primary_location":{"id":"doi:10.3390/s20226419","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20226419","pdf_url":"https://www.mdpi.com/1424-8220/20/22/6419/pdf?version=1605173123","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/22/6419/pdf?version=1605173123","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052654998","display_name":"Muhammad Sajjad","orcid":"https://orcid.org/0000-0001-5646-0338"},"institutions":[{"id":"https://openalex.org/I206573129","display_name":"Islamia College University","ror":"https://ror.org/02p2c1595","country_code":"PK","type":"education","lineage":["https://openalex.org/I206573129"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Sajjad","raw_affiliation_strings":["Digital Image Processing Laboratory, Islamia College Peshawar, Peshawar 25120, Pakistan"],"affiliations":[{"raw_affiliation_string":"Digital Image Processing Laboratory, Islamia College Peshawar, Peshawar 25120, Pakistan","institution_ids":["https://openalex.org/I206573129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003909640","display_name":"Samee U. Khan","orcid":"https://orcid.org/0000-0001-5640-4942"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Samee Ullah Khan","raw_affiliation_strings":["Sejong University, Seoul 143-747, Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul 143-747, Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054308631","display_name":"Noman Khan","orcid":"https://orcid.org/0000-0001-7531-3827"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Noman Khan","raw_affiliation_strings":["Sejong University, Seoul 143-747, Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul 143-747, Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000747784","display_name":"Ijaz Ul Haq","orcid":"https://orcid.org/0000-0001-8201-7372"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ijaz Ul Haq","raw_affiliation_strings":["Sejong University, Seoul 143-747, Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul 143-747, Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075042717","display_name":"Amin Ullah","orcid":"https://orcid.org/0000-0001-7538-2689"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Amin Ullah","raw_affiliation_strings":["Sejong University, Seoul 143-747, Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul 143-747, Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100690117","display_name":"Mi Young Lee","orcid":"https://orcid.org/0000-0002-8139-7091"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Mi Young Lee","raw_affiliation_strings":["Sejong University, Seoul 143-747, Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul 143-747, Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072407810","display_name":"Sung Wook Baik","orcid":"https://orcid.org/0000-0002-6678-7788"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sung Wook Baik","raw_affiliation_strings":["Sejong University, Seoul 143-747, Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul 143-747, Korea","institution_ids":["https://openalex.org/I28777354"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5072407810"],"corresponding_institution_ids":["https://openalex.org/I28777354"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.1613,"has_fulltext":true,"cited_by_count":54,"citation_normalized_percentile":{"value":0.94088961,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"20","issue":"22","first_page":"6419","last_page":"6419"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T11371","display_name":"Wind and Air Flow Studies","score":0.9814000129699707,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6751403212547302},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.6725285053253174},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.632526695728302},{"id":"https://openalex.org/keywords/cooling-load","display_name":"Cooling load","score":0.6049202680587769},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5506210327148438},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5060788989067078},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.391290545463562},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38866743445396423},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22860386967658997}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6751403212547302},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.6725285053253174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.632526695728302},{"id":"https://openalex.org/C2781099182","wikidata":"https://www.wikidata.org/wiki/Q24963825","display_name":"Cooling load","level":3,"score":0.6049202680587769},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5506210327148438},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5060788989067078},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.391290545463562},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38866743445396423},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22860386967658997},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s20226419","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20226419","pdf_url":"https://www.mdpi.com/1424-8220/20/22/6419/pdf?version=1605173123","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:33182735","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33182735","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:a23e7b76c1f44748b942b4015ea8bc74","is_oa":true,"landing_page_url":"https://doaj.org/article/a23e7b76c1f44748b942b4015ea8bc74","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":"Sensors, Vol 20, Iss 22, p 6419 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/22/6419/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s20226419","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":"Sensors; Volume 20; Issue 22; Pages: 6419","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7696299","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7696299","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20226419","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20226419","pdf_url":"https://www.mdpi.com/1424-8220/20/22/6419/pdf?version=1605173123","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2438603286","display_name":null,"funder_award_id":"2019M3F2A1073179","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3942910960","display_name":null,"funder_award_id":"(NRF) grant","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G626505518","display_name":null,"funder_award_id":"No. 201","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6715807384","display_name":null,"funder_award_id":"2019M3F2A1073","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3100071843.pdf","grobid_xml":"https://content.openalex.org/works/W3100071843.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W100464641","https://openalex.org/W1495464107","https://openalex.org/W1969885422","https://openalex.org/W1995341919","https://openalex.org/W2000424045","https://openalex.org/W2048200986","https://openalex.org/W2074898051","https://openalex.org/W2075891641","https://openalex.org/W2094048915","https://openalex.org/W2145778689","https://openalex.org/W2189574584","https://openalex.org/W2205474615","https://openalex.org/W2268331518","https://openalex.org/W2276875620","https://openalex.org/W2278844965","https://openalex.org/W2286378158","https://openalex.org/W2477019488","https://openalex.org/W2528671820","https://openalex.org/W2604499125","https://openalex.org/W2616807349","https://openalex.org/W2625709058","https://openalex.org/W2726811377","https://openalex.org/W2763500568","https://openalex.org/W2769978795","https://openalex.org/W2797655065","https://openalex.org/W2802101108","https://openalex.org/W2809317444","https://openalex.org/W2884499471","https://openalex.org/W2894665398","https://openalex.org/W2930922598","https://openalex.org/W2936343203","https://openalex.org/W2942779455","https://openalex.org/W2946396870","https://openalex.org/W2947177749","https://openalex.org/W2968516859","https://openalex.org/W2981586919","https://openalex.org/W2987850001","https://openalex.org/W3002622729","https://openalex.org/W3004492566","https://openalex.org/W3035907790","https://openalex.org/W3043685378","https://openalex.org/W3043878998","https://openalex.org/W3089728331","https://openalex.org/W3111213018","https://openalex.org/W6694662954","https://openalex.org/W6721500454","https://openalex.org/W6787073809"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2064726690","https://openalex.org/W4252678288","https://openalex.org/W4254065731","https://openalex.org/W1607297154","https://openalex.org/W4210820789","https://openalex.org/W4237782192","https://openalex.org/W2913177154","https://openalex.org/W4235131201","https://openalex.org/W179829755"],"abstract_inverted_index":{"In":[0,111],"the":[1,43,50,76,83,154,160,167,182,209],"current":[2],"technological":[3],"era,":[4],"energy-efficient":[5,26],"buildings":[6],"have":[7,115],"a":[8,68,97,116,142,171,185],"significant":[9],"research":[10],"body":[11],"due":[12,100],"to":[13,101,169,218],"increasing":[14],"concerns":[15],"about":[16],"energy":[17,72,205],"consumption":[18,73],"and":[19,40,54,74,123,134,156,196],"its":[20,30],"environmental":[21],"impact.":[22],"Designing":[23],"an":[24,204,213],"appropriate":[25],"building":[27],"depends":[28],"on":[29,146,194],"layout,":[31],"such":[32],"as":[33,216],"relative":[34],"compactness,":[35],"overall":[36],"area,":[37],"height,":[38],"orientation,":[39],"distribution":[41],"of":[42,58,64,71,79,82,119,131,162,184,191],"glazing":[44],"area.":[45],"These":[46],"factors":[47],"directly":[48],"influence":[49],"cooling":[51],"load":[52,56,66],"(CL)":[53],"heating":[55],"(HL)":[57],"residential":[59],"buildings.":[60],"An":[61],"accurate":[62],"prediction":[63],"these":[65,113,138],"facilitates":[67],"better":[69],"management":[70],"enhances":[75],"living":[77],"standards":[78],"inhabitants.":[80],"Most":[81],"traditional":[84],"machine":[85],"learning":[86,175,198],"(ML)-based":[87],"approaches":[88,114],"are":[89,166],"designed":[90],"for":[91,105],"single-output":[92],"(SO)":[93],"prediction,":[94],"which":[95,125],"is":[96,201],"tedious":[98],"task":[99],"separate":[102],"training":[103],"processes":[104],"each":[106],"output":[107],"with":[108],"low":[109],"performance.":[110],"addition,":[112],"high":[117],"level":[118],"nonlinearity":[120],"between":[121],"input":[122],"output,":[124],"need":[126],"more":[127],"enhancement":[128],"in":[129],"terms":[130],"robustness,":[132],"predictability,":[133],"generalization.":[135],"To":[136,159],"tackle":[137],"issues,":[139],"we":[140,165],"propose":[141,170],"novel":[143],"framework":[144],"based":[145],"gated":[147],"recurrent":[148],"unit":[149],"(GRU)":[150],"that":[151],"reliably":[152],"predicts":[153],"CL":[155],"HL":[157],"concurrently.":[158],"best":[161],"our":[163],"knowledge,":[164],"first":[168],"multi-output":[172],"(MO)":[173],"sequential":[174],"model":[176,211],"followed":[177],"by":[178],"utility":[179],"preprocessing":[180],"under":[181],"umbrella":[183],"unified":[186],"framework.":[187],"A":[188],"comprehensive":[189],"set":[190],"ablation":[192],"studies":[193],"ML":[195],"deep":[197],"(DL)":[199],"techniques":[200],"done":[202],"over":[203],"efficiency":[206],"dataset,":[207],"where":[208],"proposed":[210],"reveals":[212],"incredible":[214],"performance":[215],"compared":[217],"other":[219],"existing":[220],"models.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}
