{"id":"https://openalex.org/W3111264080","doi":"https://doi.org/10.1109/jiot.2020.3044934","title":"A Data Set Accuracy Weighted Random Forest Algorithm for IoT Fault Detection Based on Edge Computing and Blockchain","display_name":"A Data Set Accuracy Weighted Random Forest Algorithm for IoT Fault Detection Based on Edge Computing and Blockchain","publication_year":2020,"publication_date":"2020-12-15","ids":{"openalex":"https://openalex.org/W3111264080","doi":"https://doi.org/10.1109/jiot.2020.3044934","mag":"3111264080"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2020.3044934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.3044934","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100398442","display_name":"Wenbo Zhang","orcid":"https://orcid.org/0000-0001-6168-9786"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenbo Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100717656","display_name":"Jiaxing Wang","orcid":"https://orcid.org/0000-0003-3687-7595"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxing Wang","raw_affiliation_strings":["School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070719868","display_name":"Guangjie Han","orcid":"https://orcid.org/0000-0002-6921-7369"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangjie Han","raw_affiliation_strings":["Hohai University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101453506","display_name":"Shuqiang Huang","orcid":"https://orcid.org/0000-0001-9551-022X"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqiang Huang","raw_affiliation_strings":["College of Science and Engineering, Jinan University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072132077","display_name":"Yongxin Feng","orcid":"https://orcid.org/0000-0002-8632-7834"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxin Feng","raw_affiliation_strings":["School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007723627","display_name":"Lei Shu","orcid":"https://orcid.org/0000-0002-6700-9347"},"institutions":[{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]},{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Lei Shu","raw_affiliation_strings":["College of Engineering, Nanjing Agricultural University, Nanjing, China","School of Engineering, University of Lincoln, Lincoln, U.K"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Nanjing Agricultural University, Nanjing, China","institution_ids":["https://openalex.org/I119454577"]},{"raw_affiliation_string":"School of Engineering, University of Lincoln, Lincoln, U.K","institution_ids":["https://openalex.org/I51532219"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100398442"],"corresponding_institution_ids":["https://openalex.org/I116036724"],"apc_list":null,"apc_paid":null,"fwci":4.2075,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.94495296,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"8","issue":"4","first_page":"2354","last_page":"2363"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.998199999332428,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9966999888420105,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.994700014591217,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8210030794143677},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6483189463615417},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.6234968900680542},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6017144322395325},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5703058242797852},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5539745092391968},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5478141903877258},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5070793628692627},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4850110709667206},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4606912136077881},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.43131422996520996},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.41117599606513977},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36854174733161926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17176324129104614},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11202248930931091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8210030794143677},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6483189463615417},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.6234968900680542},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6017144322395325},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5703058242797852},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5539745092391968},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5478141903877258},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5070793628692627},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4850110709667206},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4606912136077881},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.43131422996520996},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.41117599606513977},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36854174733161926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17176324129104614},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11202248930931091},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2020.3044934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.3044934","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G4881186269","display_name":null,"funder_award_id":"U1801264","funder_id":"https://openalex.org/F4320336213","funder_display_name":"National Natural Science Foundation of China-Guangdong Joint Fund"},{"id":"https://openalex.org/G5870292457","display_name":null,"funder_award_id":"2017YFE0125300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8521083686","display_name":null,"funder_award_id":"61772233","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320336213","display_name":"National Natural Science Foundation of China-Guangdong Joint Fund","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W78055790","https://openalex.org/W1103619342","https://openalex.org/W1518988595","https://openalex.org/W2041443056","https://openalex.org/W2059728306","https://openalex.org/W2175103298","https://openalex.org/W2206157032","https://openalex.org/W2239964979","https://openalex.org/W2289685866","https://openalex.org/W2317519233","https://openalex.org/W2329003998","https://openalex.org/W2582805395","https://openalex.org/W2587938731","https://openalex.org/W2615933803","https://openalex.org/W2745069314","https://openalex.org/W2751868227","https://openalex.org/W2793872356","https://openalex.org/W2804812369","https://openalex.org/W2888114852","https://openalex.org/W2891117320","https://openalex.org/W2892277620","https://openalex.org/W2913001695","https://openalex.org/W2954935583","https://openalex.org/W2961616887","https://openalex.org/W2966105623","https://openalex.org/W2991105235","https://openalex.org/W6627125271","https://openalex.org/W6687681961","https://openalex.org/W6743323312"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3048554917","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4386732777","https://openalex.org/W4304136894","https://openalex.org/W2989851257"],"abstract_inverted_index":{"The":[0,97],"continuously":[1],"increasing":[2],"number":[3],"of":[4,13,22,38],"connected":[5],"smart":[6],"devices":[7],"has":[8],"led":[9],"to":[10,19,30,65],"the":[11,20,35,61,68,80,102],"emergence":[12],"a":[14,32,51,83],"crucial":[15],"fault":[16],"detection":[17,37,104],"challenge":[18],"Internet":[21],"Things":[23],"(IoT).":[24],"In":[25],"this":[26],"study,":[27],"we":[28],"aim":[29],"identify":[31],"method":[33],"for":[34],"effective":[36,108],"faults":[39],"in":[40],"IoT":[41,44],"devices.":[42],"An":[43],"network":[45],"model":[46],"is":[47,59,63,77,95,106],"first":[48],"established,":[49],"and":[50,74,109],"data":[52,69,84],"edge":[53],"verification":[54],"mechanism":[55],"based":[56,90],"on":[57,91],"blockchain":[58,62],"proposed;":[60],"used":[64],"ensure":[66],"that":[67,101],"cannot":[70],"be":[71],"tampered":[72],"with,":[73],"their":[75],"accuracy":[76,86],"verified":[78],"using":[79],"edge.":[81],"Finally,":[82],"set":[85],"weighted":[87],"random":[88],"forest":[89],"particle":[92],"swarm":[93],"optimization":[94],"proposed.":[96],"simulation":[98],"results":[99],"demonstrate":[100],"proposed":[103],"algorithm":[105],"both":[107],"efficient.":[110]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
