{"id":"https://openalex.org/W4307156374","doi":"https://doi.org/10.1007/s12652-022-04461-0","title":"A two-tier hybrid ensemble learning pipeline for intrusion detection systems in IoT networks","display_name":"A two-tier hybrid ensemble learning pipeline for intrusion detection systems in IoT networks","publication_year":2022,"publication_date":"2022-10-22","ids":{"openalex":"https://openalex.org/W4307156374","doi":"https://doi.org/10.1007/s12652-022-04461-0"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-022-04461-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-022-04461-0","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","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/A5001716114","display_name":"Devansh Srivastav","orcid":"https://orcid.org/0000-0002-8858-7402"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Devansh Srivastav","raw_affiliation_strings":["Department of Computer Science and Engineeing, Amity University, Noida, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineeing, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073070613","display_name":"Prakash Srivastava","orcid":"https://orcid.org/0000-0002-6793-8939"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prakash Srivastava","raw_affiliation_strings":["Department of Computer Science and Engineeing, Graphic Era (Deemed to be University), Dehra Dun, Uttarakhand, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineeing, Graphic Era (Deemed to be University), Dehra Dun, Uttarakhand, India","institution_ids":["https://openalex.org/I60054993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001716114"],"corresponding_institution_ids":["https://openalex.org/I191972202"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":null,"fwci":1.9046,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.85760919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"14","issue":"4","first_page":"3913","last_page":"3927"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9995999932289124,"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":0.8137058019638062},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6486563086509705},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.611634373664856},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6113488674163818},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5911192297935486},{"id":"https://openalex.org/keywords/false-positive-rate","display_name":"False positive rate","score":0.5622966885566711},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5544169545173645},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5538698434829712},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5385841131210327},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5147616863250732},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48445725440979004},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4648410677909851},{"id":"https://openalex.org/keywords/flow-network","display_name":"Flow network","score":0.42994561791419983},{"id":"https://openalex.org/keywords/attack-model","display_name":"Attack model","score":0.4247034788131714},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.4219009280204773},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4120374917984009},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1894879937171936}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8137058019638062},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6486563086509705},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.611634373664856},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6113488674163818},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5911192297935486},{"id":"https://openalex.org/C95922358","wikidata":"https://www.wikidata.org/wiki/Q5432725","display_name":"False positive rate","level":2,"score":0.5622966885566711},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5544169545173645},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5538698434829712},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5385841131210327},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5147616863250732},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48445725440979004},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4648410677909851},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.42994561791419983},{"id":"https://openalex.org/C65856478","wikidata":"https://www.wikidata.org/wiki/Q3991682","display_name":"Attack model","level":2,"score":0.4247034788131714},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.4219009280204773},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4120374917984009},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1894879937171936},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12652-022-04461-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-022-04461-0","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W49700977","https://openalex.org/W1489146973","https://openalex.org/W1544932070","https://openalex.org/W1605688901","https://openalex.org/W2025283258","https://openalex.org/W2043579154","https://openalex.org/W2048532382","https://openalex.org/W2085005783","https://openalex.org/W2101222264","https://openalex.org/W2170413589","https://openalex.org/W2296509296","https://openalex.org/W2334853001","https://openalex.org/W2581042172","https://openalex.org/W2585528949","https://openalex.org/W2604813584","https://openalex.org/W2749908420","https://openalex.org/W2750674396","https://openalex.org/W2752291283","https://openalex.org/W2786743105","https://openalex.org/W2797915143","https://openalex.org/W2892556724","https://openalex.org/W2899429604","https://openalex.org/W2900248143","https://openalex.org/W2904539465","https://openalex.org/W2906498146","https://openalex.org/W2911505293","https://openalex.org/W2913497771","https://openalex.org/W2918696265","https://openalex.org/W2934386458","https://openalex.org/W2945594226","https://openalex.org/W2959716986","https://openalex.org/W2963683434","https://openalex.org/W2963748489","https://openalex.org/W2964023268","https://openalex.org/W2966972068","https://openalex.org/W2970602317","https://openalex.org/W2995789841","https://openalex.org/W2997442262","https://openalex.org/W2998722477","https://openalex.org/W3015246755","https://openalex.org/W3015392399","https://openalex.org/W3015447130","https://openalex.org/W3025125719","https://openalex.org/W3027164667","https://openalex.org/W3027747421","https://openalex.org/W3032021129","https://openalex.org/W3034680073","https://openalex.org/W3036484052","https://openalex.org/W3044479212","https://openalex.org/W3048576163","https://openalex.org/W3089955744","https://openalex.org/W3091669872","https://openalex.org/W3103321707","https://openalex.org/W3117906366","https://openalex.org/W3128470182","https://openalex.org/W3137469478","https://openalex.org/W3144192494","https://openalex.org/W3177840693","https://openalex.org/W3193641940","https://openalex.org/W3200617211","https://openalex.org/W3209307641","https://openalex.org/W4241005218","https://openalex.org/W4376849835"],"related_works":["https://openalex.org/W2013909972","https://openalex.org/W2280598164","https://openalex.org/W2165968459","https://openalex.org/W2189092700","https://openalex.org/W2993555267","https://openalex.org/W4241302526","https://openalex.org/W2925487447","https://openalex.org/W2158760744","https://openalex.org/W2019269853","https://openalex.org/W3120726910"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
