{"id":"https://openalex.org/W4293419783","doi":"https://doi.org/10.3390/electronics11172676","title":"Machine Learning-Enabled Internet of Things (IoT): Data, Applications, and Industry Perspective","display_name":"Machine Learning-Enabled Internet of Things (IoT): Data, Applications, and Industry Perspective","publication_year":2022,"publication_date":"2022-08-26","ids":{"openalex":"https://openalex.org/W4293419783","doi":"https://doi.org/10.3390/electronics11172676"},"language":"en","primary_location":{"id":"doi:10.3390/electronics11172676","doi":"https://doi.org/10.3390/electronics11172676","is_oa":true,"landing_page_url":"https://doi.org/10.3390/electronics11172676","pdf_url":"https://www.mdpi.com/2079-9292/11/17/2676/pdf?version=1662099860","source":{"id":"https://openalex.org/S4210202905","display_name":"Electronics","issn_l":"2079-9292","issn":["2079-9292"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-2","vabb-shw"],"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":"Electronics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-9292/11/17/2676/pdf?version=1662099860","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008744666","display_name":"Jamal Bzai","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Jamal Bzai","raw_affiliation_strings":["School of Electrical Engineering, University of Belgrade, 11000 Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, University of Belgrade, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005355282","display_name":"Furqan Alam","orcid":"https://orcid.org/0000-0002-8621-4880","observed_orcids":["https://orcid.org/0000-0002-8621-4880","https://orcid.org/0009-0008-4892-0435"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Furqan Alam","raw_affiliation_strings":["Data Science Department, SkilloVilla Private Limited, Bengaluru 560076, India"],"raw_orcid":"https://orcid.org/0000-0002-8621-4880","affiliations":[{"raw_affiliation_string":"Data Science Department, SkilloVilla Private Limited, Bengaluru 560076, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072140668","display_name":"Arwa Dhafer","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I120238654","display_name":"Saudi Electronic University","ror":"https://ror.org/05ndh7v49","country_code":"SA","type":"education","lineage":["https://openalex.org/I120238654"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Arwa Dhafer","raw_affiliation_strings":["College of Computing and Informatics, Saudi Electronic University, Riyadh 13316, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computing and Informatics, Saudi Electronic University, Riyadh 13316, Saudi Arabia","institution_ids":["https://openalex.org/I120238654"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015516602","display_name":"Miroslav M. Bojovi\u0107","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Miroslav Bojovi\u0107","raw_affiliation_strings":["School of Electrical Engineering, University of Belgrade, 11000 Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, University of Belgrade, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088379188","display_name":"Saleh M. Altowaijri","orcid":"https://orcid.org/0000-0003-2205-0220","observed_orcids":["https://orcid.org/0000-0003-2205-0220"]},"institutions":[{"id":"https://openalex.org/I118590987","display_name":"Northern Border University","ror":"https://ror.org/03j9tzj20","country_code":"SA","type":"education","lineage":["https://openalex.org/I118590987"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Saleh M. Altowaijri","raw_affiliation_strings":["Department of Information Systems, Faculty of Computing and Information Technology, Northern Border University, Rafha 91911, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-2205-0220","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computing and Information Technology, Northern Border University, Rafha 91911, Saudi Arabia","institution_ids":["https://openalex.org/I118590987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043672014","display_name":"Imran Khan Niazi","orcid":"https://orcid.org/0000-0001-8752-7224","observed_orcids":["https://orcid.org/0000-0001-8752-7224"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Imran Khan Niazi","raw_affiliation_strings":["GMNG Entertainment Private Limited, Gurugram 122001, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GMNG Entertainment Private Limited, Gurugram 122001, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077619272","display_name":"Rashid Mehmood","orcid":"https://orcid.org/0000-0002-4997-5322","observed_orcids":["https://orcid.org/0000-0002-4997-5322"]},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Rashid Mehmood","raw_affiliation_strings":["High-Performance Computing Center, King Abdulaziz University, Jeddah 21589, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-4997-5322","affiliations":[{"raw_affiliation_string":"High-Performance Computing Center, King Abdulaziz University, Jeddah 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005355282"],"corresponding_institution_ids":[],"apc_list":{"value":2000,"currency":"CHF","value_usd":2094},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2094},"fwci":16.2163,"has_fulltext":true,"cited_by_count":123,"citation_normalized_percentile":{"value":0.99322932,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"11","issue":"17","first_page":"2676","last_page":"2676"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13038","display_name":"Internet of Things and AI","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.013399999588727951,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10616","display_name":"Smart Agriculture and AI","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.8080000281333923},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.9990000128746033},{"id":"https://openalex.org/keywords/iot-applications","display_name":"IoT applications","score":0.8149999976158142},{"id":"https://openalex.org/keywords/iot-data","display_name":"IoT data","score":0.6420000195503235},{"id":"https://openalex.org/keywords/internet-of-behavior","display_name":"Internet of Behavior","score":0.8730000257492065},{"id":"https://openalex.org/keywords/pandemic-response","display_name":"pandemic response","score":0.9120000004768372},{"id":"https://openalex.org/keywords/connected-and-autonomous-vehicles","display_name":"connected and autonomous vehicles","score":0.9929999709129333},{"id":"https://openalex.org/keywords/edge-computing","display_name":"edge computing","score":0.9829999804496765},{"id":"https://openalex.org/keywords/fog-computing","display_name":"fog computing","score":1.0},{"id":"https://openalex.org/keywords/lightweight-deep-learning-models","display_name":"lightweight deep learning","score":1.0},{"id":"https://openalex.org/keywords/iot-challenges","display_name":"IoT challenges","score":0.7440000176429749},{"id":"https://openalex.org/keywords/smart-environments","display_name":"smart environments","score":0.4699999988079071}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7398808002471924},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7307534217834473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7122687101364136},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5642752647399902},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5373861193656921},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4904732406139374},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.46937990188598633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43331485986709595},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4304206371307373},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.41504934430122375},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3822583258152008},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.32448285818099976},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3008091449737549},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19580936431884766},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/electronics11172676","doi":"https://doi.org/10.3390/electronics11172676","is_oa":true,"landing_page_url":"https://doi.org/10.3390/electronics11172676","pdf_url":"https://www.mdpi.com/2079-9292/11/17/2676/pdf?version=1662099860","source":{"id":"https://openalex.org/S4210202905","display_name":"Electronics","issn_l":"2079-9292","issn":["2079-9292"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-2","vabb-shw"],"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":"Electronics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/electronics11172676","doi":"https://doi.org/10.3390/electronics11172676","is_oa":true,"landing_page_url":"https://doi.org/10.3390/electronics11172676","pdf_url":"https://www.mdpi.com/2079-9292/11/17/2676/pdf?version=1662099860","source":{"id":"https://openalex.org/S4210202905","display_name":"Electronics","issn_l":"2079-9292","issn":["2079-9292"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-2","vabb-shw"],"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":"Electronics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.7207000255584717}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293419783.pdf","grobid_xml":"https://content.openalex.org/works/W4293419783.grobid-xml"},"referenced_works_count":226,"referenced_works":["https://openalex.org/W82053528","https://openalex.org/W112305914","https://openalex.org/W114556989","https://openalex.org/W116877356","https://openalex.org/W168985834","https://openalex.org/W171594045","https://openalex.org/W297191370","https://openalex.org/W812498034","https://openalex.org/W1482174075","https://openalex.org/W1495018677","https://openalex.org/W1500895378","https://openalex.org/W1511346087","https://openalex.org/W1512748932","https://openalex.org/W1513440331","https://openalex.org/W1522251376","https://openalex.org/W1533198000","https://openalex.org/W1540299753","https://openalex.org/W1545099645","https://openalex.org/W1570011815","https://openalex.org/W1578474427","https://openalex.org/W1591742622","https://openalex.org/W1623397821","https://openalex.org/W1627553557","https://openalex.org/W1648897910","https://openalex.org/W1803609313","https://openalex.org/W1810406100","https://openalex.org/W1840019162","https://openalex.org/W1852835724","https://openalex.org/W1943579973","https://openalex.org/W1968458928","https://openalex.org/W1971935224","https://openalex.org/W1972382727","https://openalex.org/W1976364950","https://openalex.org/W1981982250","https://openalex.org/W1982648210","https://openalex.org/W1989091271","https://openalex.org/W1990259890","https://openalex.org/W1992257080","https://openalex.org/W1992329416","https://openalex.org/W1993126105","https://openalex.org/W1997137049","https://openalex.org/W1999712889","https://openalex.org/W2000561743","https://openalex.org/W2001475825","https://openalex.org/W2010254953","https://openalex.org/W2012884882","https://openalex.org/W2014767963","https://openalex.org/W2019583087","https://openalex.org/W2022851810","https://openalex.org/W2023021494","https://openalex.org/W2025478229","https://openalex.org/W2027346043","https://openalex.org/W2037759417","https://openalex.org/W2038194220","https://openalex.org/W2039015671","https://openalex.org/W2043417668","https://openalex.org/W2045577618","https://openalex.org/W2046143776","https://openalex.org/W2047308542","https://openalex.org/W2058401212","https://openalex.org/W2062503886","https://openalex.org/W2063243652","https://openalex.org/W2066046820","https://openalex.org/W2066338981","https://openalex.org/W2074470766","https://openalex.org/W2074662725","https://openalex.org/W2077450748","https://openalex.org/W2079177468","https://openalex.org/W2079448859","https://openalex.org/W2083514549","https://openalex.org/W2085097378","https://openalex.org/W2089174218","https://openalex.org/W2091440166","https://openalex.org/W2092674711","https://openalex.org/W2092877006","https://openalex.org/W2095642553","https://openalex.org/W2100360093","https://openalex.org/W2101265116","https://openalex.org/W2103018059","https://openalex.org/W2103965928","https://openalex.org/W2105103777","https://openalex.org/W2111390163","https://openalex.org/W2112264645","https://openalex.org/W2114302193","https://openalex.org/W2117089038","https://openalex.org/W2117100923","https://openalex.org/W2117955883","https://openalex.org/W2122053769","https://openalex.org/W2122880380","https://openalex.org/W2123170466","https://openalex.org/W2125761640","https://openalex.org/W2127665473","https://openalex.org/W2128569883","https://openalex.org/W2131874821","https://openalex.org/W2132429387","https://openalex.org/W2137130182","https://openalex.org/W2139104449","https://openalex.org/W2142827986","https://openalex.org/W2145509823","https://openalex.org/W2150977317","https://openalex.org/W2151326673","https://openalex.org/W2153136972","https://openalex.org/W2156773777","https://openalex.org/W2157460758","https://openalex.org/W2158640797","https://openalex.org/W2159798994","https://openalex.org/W2161336914","https://openalex.org/W2163874082","https://openalex.org/W2166597282","https://openalex.org/W2167546040","https://openalex.org/W2171710987","https://openalex.org/W2173467521","https://openalex.org/W2177967353","https://openalex.org/W2181058803","https://openalex.org/W2191264216","https://openalex.org/W2191741682","https://openalex.org/W2247201174","https://openalex.org/W2247267214","https://openalex.org/W2247541406","https://openalex.org/W2248896319","https://openalex.org/W2266336423","https://openalex.org/W2271113107","https://openalex.org/W2282356154","https://openalex.org/W2293066912","https://openalex.org/W2293251791","https://openalex.org/W2294453927","https://openalex.org/W2340767747","https://openalex.org/W2399542702","https://openalex.org/W2406349003","https://openalex.org/W2443352794","https://openalex.org/W2473829957","https://openalex.org/W2494614653","https://openalex.org/W2494905732","https://openalex.org/W2498140869","https://openalex.org/W2502574540","https://openalex.org/W2510090379","https://openalex.org/W2515646722","https://openalex.org/W2521606069","https://openalex.org/W2537180059","https://openalex.org/W2539701370","https://openalex.org/W2584577256","https://openalex.org/W2609280828","https://openalex.org/W2618086225","https://openalex.org/W2740056593","https://openalex.org/W2752291283","https://openalex.org/W2754546121","https://openalex.org/W2762644836","https://openalex.org/W2772457693","https://openalex.org/W2789816247","https://openalex.org/W2791541188","https://openalex.org/W2792005857","https://openalex.org/W2793960283","https://openalex.org/W2797477167","https://openalex.org/W2802341990","https://openalex.org/W2804686008","https://openalex.org/W2806029905","https://openalex.org/W2808295648","https://openalex.org/W2883199024","https://openalex.org/W2885197848","https://openalex.org/W2885455187","https://openalex.org/W2885804815","https://openalex.org/W2887731362","https://openalex.org/W2889645330","https://openalex.org/W2892077825","https://openalex.org/W2892841407","https://openalex.org/W2899762291","https://openalex.org/W2902589682","https://openalex.org/W2902912516","https://openalex.org/W2911964244","https://openalex.org/W2914057541","https://openalex.org/W2914917317","https://openalex.org/W2919115771","https://openalex.org/W2930263401","https://openalex.org/W2936286953","https://openalex.org/W2938301696","https://openalex.org/W2938707507","https://openalex.org/W2939426106","https://openalex.org/W2945594226","https://openalex.org/W2963536745","https://openalex.org/W2964398782","https://openalex.org/W2972605659","https://openalex.org/W2975417752","https://openalex.org/W2979908871","https://openalex.org/W2989327462","https://openalex.org/W2998216295","https://openalex.org/W3004207920","https://openalex.org/W3004290597","https://openalex.org/W3015471529","https://openalex.org/W3023398824","https://openalex.org/W3037686962","https://openalex.org/W3037755158","https://openalex.org/W3042667087","https://openalex.org/W3048804154","https://openalex.org/W3089177808","https://openalex.org/W3097632497","https://openalex.org/W3108729868","https://openalex.org/W3113073744","https://openalex.org/W3124942639","https://openalex.org/W3135849576","https://openalex.org/W3144781073","https://openalex.org/W3191043099","https://openalex.org/W3197620075","https://openalex.org/W3198001643","https://openalex.org/W3200273230","https://openalex.org/W3216206958","https://openalex.org/W3217199278","https://openalex.org/W4200152289","https://openalex.org/W4205726527","https://openalex.org/W4206141718","https://openalex.org/W4206165574","https://openalex.org/W4206622111","https://openalex.org/W4212947252","https://openalex.org/W4220901627","https://openalex.org/W4221018120","https://openalex.org/W4225688998","https://openalex.org/W4236122429","https://openalex.org/W4237421228","https://openalex.org/W4241452927","https://openalex.org/W4255262795","https://openalex.org/W4285043780","https://openalex.org/W4285298899","https://openalex.org/W4293203741","https://openalex.org/W6608237315","https://openalex.org/W6685591971","https://openalex.org/W6712425742","https://openalex.org/W6959918925"],"related_works":["https://openalex.org/W4400787691","https://openalex.org/W4389737515","https://openalex.org/W3177318704","https://openalex.org/W6950061138","https://openalex.org/W2784459116","https://openalex.org/W4406889260","https://openalex.org/W7119064957","https://openalex.org/W2909545524","https://openalex.org/W4367314445","https://openalex.org/W4396710501"],"abstract_inverted_index":{"Machine":[0],"learning":[1],"(ML)":[2],"allows":[3],"the":[4,14,37,71,83,136],"Internet":[5,137],"of":[6,17,40,49,63,99,107,138],"Things":[7],"(IoT)":[8],"to":[9,52,119,158,177],"gain":[10],"hidden":[11],"insights":[12],"from":[13,88],"treasure":[15],"trove":[16],"sensed":[18],"data":[19,30],"and":[20,29,43,60,81,93,102,115,147,150,166,175,183],"be":[21],"truly":[22],"ubiquitous":[23],"without":[24],"explicitly":[25],"looking":[26],"for":[27],"knowledge":[28],"patterns.":[31],"Without":[32],"ML,":[33],"IoT":[34,50,87,116,133,159,173],"cannot":[35],"withstand":[36],"future":[38],"requirements":[39],"businesses,":[41],"governments,":[42],"individual":[44],"users.":[45],"The":[46],"primary":[47],"goal":[48],"is":[51,55],"perceive":[53],"what":[54],"happening":[56],"in":[57,124,160],"our":[58,126,179],"surroundings":[59],"allow":[61],"automation":[62],"decision-making":[64],"through":[65,104],"intelligent":[66],"methods,":[67],"which":[68],"will":[69,170],"mimic":[70],"decisions":[72],"made":[73],"by":[74],"humans.":[75],"In":[76],"this":[77],"paper,":[78],"we":[79,155],"classify":[80,156],"discuss":[82,131],"literature":[84],"on":[85,112],"ML-enabled":[86],"three":[89],"perspectives:":[90],"data,":[91],"application,":[92],"industry.":[94],"We":[95,129],"elaborate":[96],"with":[97],"dozens":[98],"cutting-edge":[100],"methods":[101],"applications":[103],"a":[105,121],"review":[106],"around":[108],"300":[109],"published":[110],"sources":[111],"how":[113],"ML":[114],"work":[117],"together":[118],"play":[120],"crucial":[122],"role":[123],"making":[125],"environments":[127],"smarter.":[128],"also":[130],"emerging":[132],"trends,":[134],"including":[135],"Behavior":[139],"(IoB),":[140],"pandemic":[141],"management,":[142],"connected":[143],"autonomous":[144],"vehicles,":[145],"edge":[146],"fog":[148],"computing,":[149],"lightweight":[151],"deep":[152],"learning.":[153],"Further,":[154],"challenges":[157,176],"four":[161],"classes:":[162],"technological,":[163],"individual,":[164],"business,":[165],"society.":[167],"This":[168],"paper":[169],"help":[171],"exploit":[172],"opportunities":[174],"make":[178],"societies":[180],"more":[181],"prosperous":[182],"sustainable.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":29},{"year":2025,"cited_by_count":44},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":6}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2022-08-29T00:00:00"}
