{"id":"https://openalex.org/W2117304956","doi":"https://doi.org/10.1109/jsac.2002.1003040","title":"Automatic discovery of rules for predicting network management events","display_name":"Automatic discovery of rules for predicting network management events","publication_year":2002,"publication_date":"2002-05-01","ids":{"openalex":"https://openalex.org/W2117304956","doi":"https://doi.org/10.1109/jsac.2002.1003040","mag":"2117304956"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2002.1003040","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2002.1003040","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","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":null,"display_name":"M. Nunez","orcid":null},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"M. Nunez","raw_affiliation_strings":["Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Universidad de M\u00e1laga, M\u00e1laga, Spain","Departamento de Lenguajes y Ciencias de la Computacion, Malaga Univ., Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Universidad de M\u00e1laga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computacion, Malaga Univ., Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102778930","display_name":"R. Morales","orcid":"https://orcid.org/0000-0002-4412-6831"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"R. Morales","raw_affiliation_strings":["Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Universidad de M\u00e1laga, M\u00e1laga, Spain","Departamento de Lenguajes y Ciencias de la Computacion, Malaga Univ., Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Universidad de M\u00e1laga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computacion, Malaga Univ., Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081784162","display_name":"Francisco Herrera Triguero","orcid":null},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. Triguero","raw_affiliation_strings":["Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Universidad de M\u00e1laga, M\u00e1laga, Spain","Departamento de Lenguajes y Ciencias de la Computacion, Malaga Univ., Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Universidad de M\u00e1laga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computacion, Malaga Univ., Spain","institution_ids":["https://openalex.org/I82767444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82767444"],"apc_list":null,"apc_paid":null,"fwci":0.9238,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.79511341,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"20","issue":"4","first_page":"736","last_page":"745"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"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":0.9993000030517578,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9965999722480774,"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":0.9918000102043152,"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":0.8745778203010559},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6524327993392944},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6418063640594482},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.48541125655174255},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.45323681831359863},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.323589026927948},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16125741600990295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8745778203010559},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6524327993392944},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6418063640594482},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.48541125655174255},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.45323681831359863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.323589026927948},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16125741600990295},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsac.2002.1003040","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2002.1003040","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.654.772","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.654.772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.biblioteca.uma.es/bbldoc/tesisuma/16639352.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1589187426","https://openalex.org/W1592838655","https://openalex.org/W1594031697","https://openalex.org/W1641039719","https://openalex.org/W1981685139","https://openalex.org/W1983160199","https://openalex.org/W2043402840","https://openalex.org/W2088419290","https://openalex.org/W2132839058","https://openalex.org/W2137759083","https://openalex.org/W2146377002","https://openalex.org/W2162400510","https://openalex.org/W2489691424","https://openalex.org/W3085162807","https://openalex.org/W4232122439","https://openalex.org/W6636681434"],"related_works":["https://openalex.org/W2388464034","https://openalex.org/W2533125852","https://openalex.org/W2140460949","https://openalex.org/W2105580438","https://openalex.org/W2057435755","https://openalex.org/W2018782216","https://openalex.org/W2949620858","https://openalex.org/W2770877918","https://openalex.org/W1989375655","https://openalex.org/W2911113383"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2],"discover":[3,39],"behavior":[4,109],"patterns,":[5,83],"current":[6],"algorithms":[7],"only":[8],"analyze":[9],"historical":[10],"data":[11,16],"in":[12,91,129],"terms":[13],"of":[14,27,45,93,98,134],"performance":[15],"or":[17],"fault":[18],"events,":[19,46,52],"ignoring":[20],"the":[21,30,99,141],"temporal":[22],"correlation":[23],"among":[24],"different":[25],"types":[26],"information,":[28,57],"including":[29],"configuration":[31,51,144],"changes.":[32],"A":[33],"method":[34,77,120],"is":[35],"presented":[36],"that":[37],"can":[38,78],"recurrent":[40],"patterns":[41,101],"from":[42],"multiple":[43],"flows":[44],"such":[47,58],"as":[48,53,55,59,147,149],"alarms":[49,128],"and":[50,61,67,73,113,126,143],"well":[54,148],"discrete":[56],"traffic":[60],"usage,":[62],"taking":[63,138],"into":[64,139],"account":[65,140],"static":[66,150],"dynamic":[68,108],"information":[69,151],"concerning":[70],"observed":[71],"objects":[72,106],"their":[74],"environments.":[75],"This":[76],"filter":[79],"out":[80],"theoretically":[81],"useless":[82],"using":[84,105],"a":[85,130],"novel":[86],"technique":[87],"for":[88,124],"detecting":[89],"chaos":[90],"sequences":[92],"events.":[94],"The":[95,117],"prediction":[96],"accuracy":[97],"discovered":[100],"has":[102,121],"been":[103,122],"measured":[104],"with":[107],"controlled":[110],"by":[111],"known":[112],"complex":[114],"differential":[115],"equations.":[116],"proposed":[118],"mining":[119],"used":[123],"discovering":[125],"predicting":[127],"computer":[131],"network":[132],"composed":[133],"several":[135],"Internet":[136],"servers":[137],"alarm":[142],"events":[145],"history,":[146],"about":[152],"these":[153],"servers.":[154]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}