{"id":"https://openalex.org/W4386472968","doi":"https://doi.org/10.1109/access.2023.3312343","title":"A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence","display_name":"A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386472968","doi":"https://doi.org/10.1109/access.2023.3312343"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3312343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3312343","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10241995.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/ielx7/6287639/6514899/10241995.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055565936","display_name":"Maali Alabdulhafith","orcid":null},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Maali Alabdulhafith","raw_affiliation_strings":["Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108016584","display_name":"Hager Saleh","orcid":"https://orcid.org/0000-0001-6184-7107"},"institutions":[{"id":"https://openalex.org/I189575948","display_name":"South Valley University","ror":"https://ror.org/00jxshx33","country_code":"EG","type":"education","lineage":["https://openalex.org/I189575948"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Hager Saleh","raw_affiliation_strings":["Faculty of Computers and Artificial Intelligence, South Valley University, Hurghada, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-6184-7107","affiliations":[{"raw_affiliation_string":"Faculty of Computers and Artificial Intelligence, South Valley University, Hurghada, Egypt","institution_ids":["https://openalex.org/I189575948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076083494","display_name":"Hela Elmannai","orcid":"https://orcid.org/0000-0003-2571-1848"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hela Elmannai","raw_affiliation_strings":["Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-2571-1848","affiliations":[{"raw_affiliation_string":"Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072299343","display_name":"Zainab H. Ali","orcid":"https://orcid.org/0000-0002-5046-428X"},"institutions":[{"id":"https://openalex.org/I130309236","display_name":"Kafrelsheikh University","ror":"https://ror.org/04a97mm30","country_code":"EG","type":"education","lineage":["https://openalex.org/I130309236"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Zainab Hassan Ali","raw_affiliation_strings":["Department of Embedded Network Systems Technology, Faculty of Artificial Intelligence, Kafrelsheiksh University, Kafr El-Sheikh, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Embedded Network Systems Technology, Faculty of Artificial Intelligence, Kafrelsheiksh University, Kafr El-Sheikh, Egypt","institution_ids":["https://openalex.org/I130309236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052265483","display_name":"Shaker El\u2013Sappagh","orcid":"https://orcid.org/0000-0001-9705-1477"},"institutions":[{"id":"https://openalex.org/I130009713","display_name":"Suez University","ror":"https://ror.org/00ndhrx30","country_code":"EG","type":"education","lineage":["https://openalex.org/I130009713"]},{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]},{"id":"https://openalex.org/I4400009028","display_name":"Galala University","ror":"https://ror.org/04x3ne739","country_code":null,"type":"education","lineage":["https://openalex.org/I4400009028"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Shaker El-Sappagh","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Galala University, Suez, Egypt","Information Systems Department, Faculty of Computers and Artificial Intelligence, Benha University, Banha, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-9705-1477","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Galala University, Suez, Egypt","institution_ids":["https://openalex.org/I130009713","https://openalex.org/I4400009028"]},{"raw_affiliation_string":"Information Systems Department, Faculty of Computers and Artificial Intelligence, Benha University, Banha, Egypt","institution_ids":["https://openalex.org/I207547235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083620416","display_name":"Jong Wan Hu","orcid":"https://orcid.org/0000-0001-6081-4469"},"institutions":[{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jong-Wan Hu","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Incheon National University, Incheon, South Korea","Incheon Disaster Prevention Research Center, Incheon National University, Incheon, Korea"],"raw_orcid":"https://orcid.org/0000-0001-6081-4469","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Incheon National University, Incheon, South Korea","institution_ids":["https://openalex.org/I146429904"]},{"raw_affiliation_string":"Incheon Disaster Prevention Research Center, Incheon National University, Incheon, Korea","institution_ids":["https://openalex.org/I146429904"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050567281","display_name":"Nora El-Rashidy","orcid":"https://orcid.org/0000-0001-8177-9439"},"institutions":[{"id":"https://openalex.org/I130309236","display_name":"Kafrelsheikh University","ror":"https://ror.org/04a97mm30","country_code":"EG","type":"education","lineage":["https://openalex.org/I130309236"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Nora El-Rashidy","raw_affiliation_strings":["Machine Learning and Information Retrieval Department, Faculty of Artificial Intelligence, Kafrelsheiksh University, Kafr El-Sheikh, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-8177-9439","affiliations":[{"raw_affiliation_string":"Machine Learning and Information Retrieval Department, Faculty of Artificial Intelligence, Kafrelsheiksh University, Kafr El-Sheikh, Egypt","institution_ids":["https://openalex.org/I130309236"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5055565936"],"corresponding_institution_ids":["https://openalex.org/I106778892"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.2803,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93619577,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"100604","last_page":"100621"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9975000023841858,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7348495125770569},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7220193147659302},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6756348609924316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6613889336585999},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.49091440439224243},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4826381802558899},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.42954716086387634},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0570407509803772}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7348495125770569},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7220193147659302},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6756348609924316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6613889336585999},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.49091440439224243},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4826381802558899},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.42954716086387634},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0570407509803772}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3312343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3312343","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10241995.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:1f3d33b3e9104a8893b1121f7bf0546a","is_oa":true,"landing_page_url":"https://doaj.org/article/1f3d33b3e9104a8893b1121f7bf0546a","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 11, Pp 100604-100621 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3312343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3312343","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10241995.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":"Good health and well-being","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G3548420168","display_name":null,"funder_award_id":"NRF-2021R1A2B5B02002599","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5757774417","display_name":null,"funder_award_id":"PNURSP2023R407","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G6001155943","display_name":null,"funder_award_id":"-2021R1A2B5B02002599","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6450500116","display_name":null,"funder_award_id":"NRF-2021R1A2B5B02002599","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/F4320322484","display_name":"Princess Nourah Bint Abdulrahman University","ror":"https://ror.org/05b0cyh02"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386472968.pdf","grobid_xml":"https://content.openalex.org/works/W4386472968.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W1472067","https://openalex.org/W153129698","https://openalex.org/W1537016912","https://openalex.org/W1565746575","https://openalex.org/W1568654892","https://openalex.org/W1599871777","https://openalex.org/W1972879084","https://openalex.org/W1974705751","https://openalex.org/W1976119501","https://openalex.org/W1985690171","https://openalex.org/W2000480518","https://openalex.org/W2013771610","https://openalex.org/W2056264597","https://openalex.org/W2071623765","https://openalex.org/W2088252378","https://openalex.org/W2097548575","https://openalex.org/W2120599302","https://openalex.org/W2137080502","https://openalex.org/W2138920113","https://openalex.org/W2143508752","https://openalex.org/W2160645014","https://openalex.org/W2162949830","https://openalex.org/W2183371548","https://openalex.org/W2183843206","https://openalex.org/W2282821441","https://openalex.org/W2396881363","https://openalex.org/W2517656122","https://openalex.org/W2590489721","https://openalex.org/W2592382322","https://openalex.org/W2755492370","https://openalex.org/W2783764628","https://openalex.org/W2792399041","https://openalex.org/W2803516046","https://openalex.org/W2806419994","https://openalex.org/W2831614058","https://openalex.org/W2908445743","https://openalex.org/W2926832798","https://openalex.org/W2941931164","https://openalex.org/W2945248062","https://openalex.org/W2949974618","https://openalex.org/W2957430216","https://openalex.org/W2962862931","https://openalex.org/W2968594437","https://openalex.org/W2969225972","https://openalex.org/W2977072935","https://openalex.org/W2991070188","https://openalex.org/W2998359435","https://openalex.org/W3002510506","https://openalex.org/W3003443412","https://openalex.org/W3004530661","https://openalex.org/W3008277872","https://openalex.org/W3044427673","https://openalex.org/W3099894463","https://openalex.org/W3148181069","https://openalex.org/W3149839747","https://openalex.org/W3210370552","https://openalex.org/W4205915034","https://openalex.org/W4210482258","https://openalex.org/W4220745069","https://openalex.org/W4224300633","https://openalex.org/W4225275371","https://openalex.org/W4304182480","https://openalex.org/W4308602612","https://openalex.org/W4312141229","https://openalex.org/W4324385549","https://openalex.org/W4377092660","https://openalex.org/W4379468756","https://openalex.org/W6632140270","https://openalex.org/W6635930888","https://openalex.org/W6686145329","https://openalex.org/W6703736830","https://openalex.org/W6712503630","https://openalex.org/W6737947904","https://openalex.org/W6752930083","https://openalex.org/W6772693645","https://openalex.org/W6774043905"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":{"ICU":[0,32,35,66,234],"readmission":[1,13,229],"is":[2,62],"usually":[3],"associated":[4],"with":[5,253],"an":[6],"increased":[7],"number":[8],"of":[9,81,92,138,233],"hospital":[10],"death.":[11],"Predicting":[12],"helps":[14],"to":[15,103,156,198,221,227,245,267,278],"reduce":[16],"such":[17,37],"risks":[18],"by":[19,256],"avoiding":[20],"early":[21],"discharge,":[22],"providing":[23],"appropriate":[24],"intervention,":[25],"and":[26,45,48,79,110,112,135,172,191,214,224,264,270,282,290],"planning":[27],"for":[28,76,97,105,165,182],"patient":[29,166],"placement":[30],"after":[31,230],"discharge.":[33,235],"Unfortunately,":[34],"scores":[36],"as":[38],"the":[39,90,124,132,139,146,157,178,200,215,241,285],"simplified":[40],"acute":[41],"physiology":[42],"score":[43],"(SAPS)":[44],"Acute":[46],"Physiology":[47],"Chronic":[49],"Health":[50],"(APACHE)":[51],"could":[52],"help":[53],"predict":[54,228],"mortality":[55],"or":[56],"evaluate":[57],"illness":[58],"severity.":[59],"Still,":[60],"it":[61],"ineffective":[63],"in":[64,128,143,284],"predicting":[65],"readmission.":[67],"This":[68,85],"study":[69],"introduces":[70],"a":[71,99],"clinical":[72],"monitoring":[73,80,87,111],"fog-computing-based":[74],"system":[75,88,118],"remote":[77],"prognosis":[78],"intensive":[82],"care":[83],"patients.":[84,184],"proposed":[86,117,216,237,249],"uses":[89],"advantages":[91],"machine":[93],"learning":[94,212],"(ML)":[95],"approaches":[96],"generating":[98],"real-time":[100],"alert":[101],"signal":[102],"doctors":[104],"supplying":[106],"e-healthcare,":[107],"accelerating":[108],"decision-making,":[109],"controlling":[113],"health":[114,141],"systems.":[115],"The":[116,151,236,248],"includes":[119],"three":[120],"main":[121],"layers.":[122],"First,":[123],"data":[125],"acquisition":[126],"layer,":[127,159],"which":[129,160],"we":[130],"collect":[131],"vital":[133,173],"signs":[134,174],"lab":[136,170],"tests":[137],"patient\u2019s":[140],"conditions":[142],"real-time.":[144],"Then,":[145],"fog":[147],"computing":[148],"layer":[149],"processes.":[150],"results":[152,260],"are":[153,175,196,219],"then":[154],"sent":[155],"cloud":[158],"offers":[161],"sizable":[162],"storage":[163],"space":[164],"healthcare.":[167],"Demographic":[168],"data,":[169],"tests,":[171],"aggregated":[176],"from":[177,204],"MIMIC":[179],"III":[180],"dataset":[181],"10,465":[183],"Feature":[185],"selection":[186],"methods:":[187],"Genetic":[188],"algorithm":[189],"(GA)":[190],"practical":[192],"swarm":[193],"optimization":[194],"(PSO)":[195],"used":[197],"choose":[199],"optimal":[201],"feature":[202],"subset":[203],"detests.":[205],"Moreover,":[206],"Different":[207],"traditional":[208],"ML":[209],"models,":[210,213],"ensemble":[211,251],"stacking":[217,238,250],"models":[218,239],"applied":[220],"full":[222,268],"features":[223,226,255,269],"selected":[225,254,271],"30":[231],"days":[232],"recorded":[240],"highest":[242],"performance":[243],"compared":[244,266],"other":[246],"models.":[247],"model":[252,276,287],"POS":[257],"achieved":[258],"promising":[259],"(accuracy=98.42,":[261],"precision=98.42,":[262],"recall=98.42,":[263],"F1-Score=98.42),":[265],"features.":[272],"We":[273],"also,":[274],"provide":[275],"explanations":[277],"ensure":[279],"efficiency,":[280],"effectiveness,":[281],"trust":[283],"developed":[286],"through":[288],"local":[289],"global":[291],"explanations.":[292]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":7}],"updated_date":"2026-06-05T09:01:59.212387","created_date":"2025-10-10T00:00:00"}
