{"id":"https://openalex.org/W3041161530","doi":"https://doi.org/10.1109/tii.2020.3007419","title":"Fuzzy and Real-Coded Chemical Reaction Optimization for Intrusion Detection in Industrial Big Data Environment","display_name":"Fuzzy and Real-Coded Chemical Reaction Optimization for Intrusion Detection in Industrial Big Data Environment","publication_year":2020,"publication_date":"2020-07-07","ids":{"openalex":"https://openalex.org/W3041161530","doi":"https://doi.org/10.1109/tii.2020.3007419","mag":"3041161530"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2020.3007419","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3007419","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Transactions on Industrial Informatics","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/A5069969191","display_name":"Weiping Ding","orcid":"https://orcid.org/0000-0002-3180-7347"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiping Ding","raw_affiliation_strings":["Nantong University, Nantong, China","[School of Information Science and Technology, Nantong University, Nantong, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]},{"raw_affiliation_string":"[School of Information Science and Technology, Nantong University, Nantong, China]","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084502652","display_name":"Janmenjoy Nayak","orcid":"https://orcid.org/0000-0002-9746-6557"},"institutions":[{"id":"https://openalex.org/I4210145126","display_name":"Aditya Birla (India)","ror":"https://ror.org/03pztks36","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210145126"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Janmenjoy Nayak","raw_affiliation_strings":["Aditya Institute of Technology and Management, Tekkali, India","Department of Computer Science and Engineering, Aditya Institute of Technology and Management, Tekkali, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aditya Institute of Technology and Management, Tekkali, India","institution_ids":["https://openalex.org/I4210145126"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Aditya Institute of Technology and Management, Tekkali, India","institution_ids":["https://openalex.org/I4210145126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044832580","display_name":"Bighnaraj Naik","orcid":"https://orcid.org/0000-0002-9761-8389"},"institutions":[{"id":"https://openalex.org/I185065464","display_name":"Veer Surendra Sai University of Technology","ror":"https://ror.org/02yghbg68","country_code":"IN","type":"education","lineage":["https://openalex.org/I185065464"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bighnaraj Naik","raw_affiliation_strings":["Veer Surendra Sai University of Technology (VSSUT), Burla, Odisha, India","Department of Computer Application, Veer Surendra Sai University of Technology (VSSUT), Burla, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Veer Surendra Sai University of Technology (VSSUT), Burla, Odisha, India","institution_ids":["https://openalex.org/I185065464"]},{"raw_affiliation_string":"Department of Computer Application, Veer Surendra Sai University of Technology (VSSUT), Burla, Odisha, India","institution_ids":["https://openalex.org/I185065464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031347642","display_name":"Danilo Pelusi","orcid":"https://orcid.org/0000-0003-0889-278X"},"institutions":[{"id":"https://openalex.org/I124326101","display_name":"University of Teramo","ror":"https://ror.org/01yetye73","country_code":"IT","type":"education","lineage":["https://openalex.org/I124326101"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Danilo Pelusi","raw_affiliation_strings":["University of Teramo, Coste Sant'Agostino, Teramo, Italy","Faculty of Communication Sciences, University of Teramo, Coste Sant'Agostino, Teramo, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Teramo, Coste Sant'Agostino, Teramo, Italy","institution_ids":["https://openalex.org/I124326101"]},{"raw_affiliation_string":"Faculty of Communication Sciences, University of Teramo, Coste Sant'Agostino, Teramo, Italy","institution_ids":["https://openalex.org/I124326101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083141183","display_name":"Manohar Mishra","orcid":"https://orcid.org/0000-0003-2160-4703"},"institutions":[{"id":"https://openalex.org/I193073490","display_name":"Siksha O Anusandhan University","ror":"https://ror.org/056ep7w45","country_code":"IN","type":"education","lineage":["https://openalex.org/I193073490"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manohar Mishra","raw_affiliation_strings":["Siksha \u2018O\u2019 Anusandhan University, Bhubaneswar, India","Institute of Technical Education & Research, Siksha O Anusandhan University, Bhubaneswar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siksha \u2018O\u2019 Anusandhan University, Bhubaneswar, India","institution_ids":["https://openalex.org/I193073490"]},{"raw_affiliation_string":"Institute of Technical Education & Research, Siksha O Anusandhan University, Bhubaneswar, India","institution_ids":["https://openalex.org/I193073490"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5656,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.93160103,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"17","issue":"6","first_page":"4298","last_page":"4307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9926000237464905,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7707574367523193},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7266302108764648},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6250995397567749},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6087414622306824},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5594950318336487},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5462521910667419},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43965619802474976},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.43836745619773865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3276468813419342}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7707574367523193},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7266302108764648},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6250995397567749},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6087414622306824},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5594950318336487},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5462521910667419},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43965619802474976},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.43836745619773865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3276468813419342},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2020.3007419","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3007419","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:research.unite.it:11575/109170","is_oa":false,"landing_page_url":"http://hdl.handle.net/11575/109170","pdf_url":null,"source":{"id":"https://openalex.org/S4306401171","display_name":"UniTERAMO Research Catalog (University of Teramo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124326101","host_organization_name":"University of Teramo","host_organization_lineage":["https://openalex.org/I124326101"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1673310716","https://openalex.org/W1977556410","https://openalex.org/W1995450389","https://openalex.org/W2022892561","https://openalex.org/W2034712837","https://openalex.org/W2040264129","https://openalex.org/W2129066856","https://openalex.org/W2136554306","https://openalex.org/W2149772057","https://openalex.org/W2150847526","https://openalex.org/W2267339884","https://openalex.org/W2300500370","https://openalex.org/W2334853001","https://openalex.org/W2342992012","https://openalex.org/W2346714907","https://openalex.org/W2508531168","https://openalex.org/W2510196049","https://openalex.org/W2515527499","https://openalex.org/W2542459869","https://openalex.org/W2593385185","https://openalex.org/W2601275691","https://openalex.org/W2613027692","https://openalex.org/W2619636815","https://openalex.org/W2621257267","https://openalex.org/W2751974360","https://openalex.org/W2773062228","https://openalex.org/W2790117078","https://openalex.org/W2910919032","https://openalex.org/W2987793235","https://openalex.org/W2996206570","https://openalex.org/W2997630374","https://openalex.org/W6637131181"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417"],"abstract_inverted_index":{"Analysis":[0],"and":[1,23,58,66],"modeling":[2,37],"of":[3,44,118,133,137],"the":[4,20,28,38,81,116,119,131],"intrusion":[5,39,82],"detection":[6,40,83],"system":[7,41,84],"is":[8,78,95],"an":[9],"important":[10],"phenomenon":[11],"for":[12,36,80],"any":[13],"communication":[14],"network,":[15],"which":[16,48,106,139],"helps":[17,126],"to":[18,109,129],"monitor":[19],"network":[21,46],"traffic":[22],"avoid":[24,130],"suspicious":[25],"activity":[26],"in":[27,55,85],"Big":[29,87],"Data":[30,88],"environment.":[31],"The":[32,90],"machine":[33],"learning":[34],"approach":[35,74,125],"requires":[42],"analysis":[43,73,93],"large":[45,135],"data,":[47],"may":[49],"include":[50],"some":[51],"irrelevant":[52],"features":[53],"resulting":[54],"unnecessary":[56],"computational":[57],"analytical":[59],"burden.":[60],"In":[61],"this":[62,127],"article,":[63],"a":[64,86,134],"fuzzy":[65],"real":[67],"coded":[68],"chemical":[69,103],"reaction":[70,104],"optimization-based":[71],"cluster":[72,92,113],"with":[75,101,111],"feature":[76],"selection":[77],"proposed":[79,91],"platform.":[89],"model":[94,128],"achieved":[96],"through":[97],"Fuzzy":[98],"C-Mean":[99],"(FCM)":[100],"real-coded":[102],"optimization,":[105],"boosts":[107],"FCM":[108],"start":[110],"optimized":[112],"centers.":[114],"Also,":[115],"use":[117],"Flexible":[120],"Mutual":[121],"Information":[122],"Feature":[123],"Selection":[124],"processing":[132,142],"number":[136],"features,":[138],"drastically":[140],"affects":[141],"elements.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}