{"id":"https://openalex.org/W1998590565","doi":"https://doi.org/10.1109/his.2013.6920466","title":"User behaviour classification using Fuzzy Rule Based System","display_name":"User behaviour classification using Fuzzy Rule Based System","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W1998590565","doi":"https://doi.org/10.1109/his.2013.6920466","mag":"1998590565"},"language":"en","primary_location":{"id":"doi:10.1109/his.2013.6920466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/his.2013.6920466","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"13th International Conference on Hybrid Intelligent Systems (HIS 2013)","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/A5101741414","display_name":"Atta Rahman","orcid":"https://orcid.org/0000-0001-6696-277X"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]},{"id":"https://openalex.org/I200749728","display_name":"Pir Mehr Ali Shah Arid Agriculture University","ror":"https://ror.org/035zn2q74","country_code":"PK","type":"education","lineage":["https://openalex.org/I200749728"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Atta-ur-Rahman","raw_affiliation_strings":["Barani Institute of Information Technology, PMAS-Arid Agriculture University, Rawalpindi, Pakistan","Institute of signals, systems and softcomputing (ISSS), Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barani Institute of Information Technology, PMAS-Arid Agriculture University, Rawalpindi, Pakistan","institution_ids":["https://openalex.org/I200749728"]},{"raw_affiliation_string":"Institute of signals, systems and softcomputing (ISSS), Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060142810","display_name":"Dur-e-Najaf Zaidi","orcid":null},"institutions":[{"id":"https://openalex.org/I200749728","display_name":"Pir Mehr Ali Shah Arid Agriculture University","ror":"https://ror.org/035zn2q74","country_code":"PK","type":"education","lineage":["https://openalex.org/I200749728"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Dur-e-Najaf Zaidi","raw_affiliation_strings":["Barani Institute of Information Technology, PMAS-Arid Agriculture University, Rawalpindi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barani Institute of Information Technology, PMAS-Arid Agriculture University, Rawalpindi, Pakistan","institution_ids":["https://openalex.org/I200749728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072119153","display_name":"Muhammad Hamad Salam","orcid":null},"institutions":[{"id":"https://openalex.org/I142204992","display_name":"University of Lahore","ror":"https://ror.org/051jrjw38","country_code":"PK","type":"education","lineage":["https://openalex.org/I142204992"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Hamad Salam","raw_affiliation_strings":["University of Lahore, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lahore, Islamabad, Pakistan","institution_ids":["https://openalex.org/I142204992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006503603","display_name":"Shahid Jamil","orcid":null},"institutions":[{"id":"https://openalex.org/I200749728","display_name":"Pir Mehr Ali Shah Arid Agriculture University","ror":"https://ror.org/035zn2q74","country_code":"PK","type":"education","lineage":["https://openalex.org/I200749728"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Shahid Jamil","raw_affiliation_strings":["Barani Institute of Information Technology, PMAS-Arid Agriculture University, Rawalpindi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barani Institute of Information Technology, PMAS-Arid Agriculture University, Rawalpindi, Pakistan","institution_ids":["https://openalex.org/I200749728"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3773,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65176476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"117","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9988999962806702,"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":0.9988999962806702,"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/T11644","display_name":"Spam and Phishing Detection","score":0.996399998664856,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9909999966621399,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8199335336685181},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5402846336364746},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5232476592063904},{"id":"https://openalex.org/keywords/user-information","display_name":"User information","score":0.505294144153595},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.45410048961639404},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4448864758014679},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42607438564300537},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3517071604728699},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.345489501953125},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.339471697807312},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.24218901991844177},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20894113183021545},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09119212627410889}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8199335336685181},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5402846336364746},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5232476592063904},{"id":"https://openalex.org/C2777622855","wikidata":"https://www.wikidata.org/wiki/Q7901844","display_name":"User information","level":3,"score":0.505294144153595},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.45410048961639404},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4448864758014679},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42607438564300537},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3517071604728699},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.345489501953125},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.339471697807312},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.24218901991844177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20894113183021545},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09119212627410889},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/his.2013.6920466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/his.2013.6920466","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"13th International Conference on Hybrid Intelligent Systems (HIS 2013)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.800000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1496149161","https://openalex.org/W1500968519","https://openalex.org/W1505261457","https://openalex.org/W1532946456","https://openalex.org/W1536937548","https://openalex.org/W1545466437","https://openalex.org/W2027645392","https://openalex.org/W2084307190","https://openalex.org/W2095896104","https://openalex.org/W2098037070","https://openalex.org/W2162143934","https://openalex.org/W2172078640","https://openalex.org/W2275645996","https://openalex.org/W3039539181","https://openalex.org/W6629765790"],"related_works":["https://openalex.org/W1975289146","https://openalex.org/W2105887828","https://openalex.org/W2122599759","https://openalex.org/W4236520801","https://openalex.org/W2003932708","https://openalex.org/W1967424056","https://openalex.org/W1537234410","https://openalex.org/W2284877871","https://openalex.org/W2138102289","https://openalex.org/W1995022398"],"abstract_inverted_index":{"In":[0],"this":[1,19],"paper":[2],"a":[3,21,59,74],"novel":[4],"technique":[5,20],"for":[6,106],"user":[7,23,60,75,88],"behavior":[8,29],"classification":[9],"is":[10,61,123],"proposed":[11,121],"using":[12],"Fuzzy":[13],"Rule":[14],"Based":[15],"System":[16],"(FRBS).":[17],"Using":[18],"network":[22,45,95],"can":[24,30],"be":[25,31,104,113],"monitored":[26],"and":[27,51,68,97,109,127],"his/her":[28,35,64],"classified":[32],"depending":[33],"on":[34,83],"activities":[36],"like":[37],"unauthorized":[38,48],"websites":[39],"usage,":[40],"attempting":[41],"to":[42,76],"breach":[43],"in":[44,94],"security,":[46],"firewalls,":[47],"services":[49],"access":[50],"frequency":[52],"of":[53,78,119],"attempts":[54],"etc.":[55],"The":[56],"information":[57,85],"about":[58],"obtained":[62],"by":[63,115,125],"web,":[65],"database,":[66],"hardware":[67],"other":[69,110],"applications":[70],"logs.":[71,89],"FRBS":[72],"classifies":[73],"one":[77],"the":[79,84,116,120],"predefined":[80],"categories":[81],"based":[82],"extracted":[86],"from":[87],"This":[90],"would":[91],"great":[92],"help":[93],"security":[96],"privacy":[98],"as":[99,101],"well":[100],"users":[102],"may":[103,112],"guided":[105],"sincere":[107],"mistakes":[108],"measures":[111],"taken":[114],"organization.":[117],"Significance":[118],"scheme":[122],"shown":[124],"examples":[126],"results.":[128]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
