{"id":"https://openalex.org/W3037523209","doi":"https://doi.org/10.1109/eais48028.2020.9122770","title":"An Intelligent Hybrid Model for the Construction of Expert Systems in Malware Detection","display_name":"An Intelligent Hybrid Model for the Construction of Expert Systems in Malware Detection","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3037523209","doi":"https://doi.org/10.1109/eais48028.2020.9122770","mag":"3037523209"},"language":"en","primary_location":{"id":"doi:10.1109/eais48028.2020.9122770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais48028.2020.9122770","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","raw_type":"proceedings-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/A5074677650","display_name":"Paulo Vitor de Campos Souza","orcid":"https://orcid.org/0000-0002-7343-5844"},"institutions":[{"id":"https://openalex.org/I4210136482","display_name":"Federal Center for Technological Education of Minas Gerais","ror":"https://ror.org/04ch49185","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210136482"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo Vitor de C. Souza","raw_affiliation_strings":["Federal Center Technological Education-Minas Gerais Faculty UNA of Betim,Belo Horizonte,Brazil","Federal Center Technological Education-Minas Gerais Faculty UNA of Betim, Belo Horizonte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal Center Technological Education-Minas Gerais Faculty UNA of Betim,Belo Horizonte,Brazil","institution_ids":["https://openalex.org/I4210136482"]},{"raw_affiliation_string":"Federal Center Technological Education-Minas Gerais Faculty UNA of Betim, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I4210136482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022634516","display_name":"Augusto J\u00fanio Guimar\u00e3es","orcid":"https://orcid.org/0000-0003-1314-3441"},"institutions":[{"id":"https://openalex.org/I4210135669","display_name":"Centro Universit\u00e1rio Una","ror":"https://ror.org/04dcx0979","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210135669"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Augusto J. Guimar\u00e3es","raw_affiliation_strings":["Course Information Systems Faculty Una of Betim,Betim,Brazil","Course Information Systems Faculty Una of Betim, Betim, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Course Information Systems Faculty Una of Betim,Betim,Brazil","institution_ids":["https://openalex.org/I4210135669"]},{"raw_affiliation_string":"Course Information Systems Faculty Una of Betim, Betim, Brazil","institution_ids":["https://openalex.org/I4210135669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085558252","display_name":"Thiago Silva Rezende","orcid":"https://orcid.org/0000-0003-0040-8156"},"institutions":[{"id":"https://openalex.org/I4210135669","display_name":"Centro Universit\u00e1rio Una","ror":"https://ror.org/04dcx0979","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210135669"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thiago Silva Rezende","raw_affiliation_strings":["Course Information Systems Faculty Una of Betim,Betim,Brazil","Course Information Systems Faculty Una of Betim, Betim, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Course Information Systems Faculty Una of Betim,Betim,Brazil","institution_ids":["https://openalex.org/I4210135669"]},{"raw_affiliation_string":"Course Information Systems Faculty Una of Betim, Betim, Brazil","institution_ids":["https://openalex.org/I4210135669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069081466","display_name":"Vanessa Souza Ara\u00fajo","orcid":"https://orcid.org/0000-0002-9836-232X"},"institutions":[{"id":"https://openalex.org/I4210135669","display_name":"Centro Universit\u00e1rio Una","ror":"https://ror.org/04dcx0979","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210135669"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Vanessa Souza Araujo","raw_affiliation_strings":["Course Information Systems Faculty Una of Betim,Betim,Brazil","Course Information Systems Faculty Una of Betim, Betim, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Course Information Systems Faculty Una of Betim,Betim,Brazil","institution_ids":["https://openalex.org/I4210135669"]},{"raw_affiliation_string":"Course Information Systems Faculty Una of Betim, Betim, Brazil","institution_ids":["https://openalex.org/I4210135669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087408329","display_name":"Luiz Ant\u00f4nio Ferreira do Nascimento","orcid":null},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luiz Ant\u00f4nio F. do Nascimento","raw_affiliation_strings":["Post-Graduation in Electrical Engineering Federal University of Minas Gerais,Belo Horizonte,Brazil","Post-Graduation in Electrical Engineering Federal University of Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Post-Graduation in Electrical Engineering Federal University of Minas Gerais,Belo Horizonte,Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Post-Graduation in Electrical Engineering Federal University of Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112438605","display_name":"Lucas Oliveira Batista","orcid":"https://orcid.org/0000-0003-2917-4816"},"institutions":[{"id":"https://openalex.org/I4210135669","display_name":"Centro Universit\u00e1rio Una","ror":"https://ror.org/04dcx0979","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210135669"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Oliveira Batista","raw_affiliation_strings":["Course Information Systems Faculty Una of Betim,Betim,Brazil","Course Information Systems Faculty Una of Betim, Betim, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Course Information Systems Faculty Una of Betim,Betim,Brazil","institution_ids":["https://openalex.org/I4210135669"]},{"raw_affiliation_string":"Course Information Systems Faculty Una of Betim, Betim, Brazil","institution_ids":["https://openalex.org/I4210135669"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2966,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8192723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9976000189781189,"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":0.9976000189781189,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9930999875068665,"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":0.7407170534133911},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7221876978874207},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.6259046792984009},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6133367419242859},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6109964847564697},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6009423732757568},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.563736617565155},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5600667595863342},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5497730374336243},{"id":"https://openalex.org/keywords/hybrid-system","display_name":"Hybrid system","score":0.5197665095329285},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.46114593744277954},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4475015699863434},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15089714527130127}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7407170534133911},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7221876978874207},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.6259046792984009},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6133367419242859},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6109964847564697},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6009423732757568},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.563736617565155},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5600667595863342},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5497730374336243},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.5197665095329285},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.46114593744277954},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4475015699863434},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15089714527130127},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eais48028.2020.9122770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais48028.2020.9122770","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W144012884","https://openalex.org/W1995450389","https://openalex.org/W2019207321","https://openalex.org/W2050346900","https://openalex.org/W2062517613","https://openalex.org/W2067582923","https://openalex.org/W2068211976","https://openalex.org/W2111072639","https://openalex.org/W2125011234","https://openalex.org/W2133990480","https://openalex.org/W2140564944","https://openalex.org/W2160222246","https://openalex.org/W2165357553","https://openalex.org/W2184867197","https://openalex.org/W2257171480","https://openalex.org/W2521519773","https://openalex.org/W2787322429","https://openalex.org/W2795514685","https://openalex.org/W2798697951","https://openalex.org/W2809696220","https://openalex.org/W2811367404","https://openalex.org/W2837181326","https://openalex.org/W2883457276","https://openalex.org/W2883932701","https://openalex.org/W2898526754","https://openalex.org/W2900718382","https://openalex.org/W2909854359","https://openalex.org/W2946737738","https://openalex.org/W2949083434","https://openalex.org/W2963405860","https://openalex.org/W3106210239","https://openalex.org/W4289076097","https://openalex.org/W6757384037","https://openalex.org/W7037205518"],"related_works":["https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W2740895074","https://openalex.org/W2772446090","https://openalex.org/W3207109968","https://openalex.org/W2133615482","https://openalex.org/W829773823","https://openalex.org/W2937114745"],"abstract_inverted_index":{"This":[0],"work":[1],"has":[2],"as":[3],"main":[4],"objective":[5],"the":[6,14,19,42,46,66,69,96,100,113,122],"development":[7],"of":[8,16,68,82,115,124],"a":[9],"hybrid":[10,47,70,80],"expert":[11,125],"system":[12,24],"in":[13,59,75,95,121],"identification":[15],"malware":[17,52,109],"using":[18],"artificial":[20,88],"intelligence":[21],"and":[22,31,63,86,111],"fuzzy":[23,43,83,101,116],"approach.":[25],"Such":[26],"attacks":[27],"can":[28,119],"harm":[29],"businesses":[30],"individuals":[32],"by":[33],"allowing":[34],"essential":[35],"data":[36],"to":[37,51,64,107],"be":[38],"misrepresented.":[39],"To":[40],"perform":[41],"rules":[44,117],"extraction,":[45],"model":[48],"was":[49,73],"subjected":[50],"detection":[53,110],"tests":[54,78],"that":[55,99,118],"were":[56],"made":[57],"available":[58],"some":[60],"public":[61],"datasets":[62],"verify":[65],"efficiency":[67],"approach;":[71],"it":[72],"compared":[74],"binary":[76],"classification":[77],"with":[79,87],"models":[81],"neural":[84,89,102],"networks":[85],"network":[90,103],"models.":[91],"The":[92],"results":[93],"obtained":[94],"simulations":[97],"confirm":[98],"approach":[104],"is":[105],"feasible":[106],"treat":[108],"allows":[112],"production":[114],"assist":[120],"construction":[123],"systems.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
