{"id":"https://openalex.org/W2056828455","doi":"https://doi.org/10.4018/irmj.2013010105","title":"Optimization of Anti-Spam Systems with Multiobjective Evolutionary Algorithms","display_name":"Optimization of Anti-Spam Systems with Multiobjective Evolutionary Algorithms","publication_year":2000,"publication_date":"2000-01-01","ids":{"openalex":"https://openalex.org/W2056828455","doi":"https://doi.org/10.4018/irmj.2013010105","mag":"2056828455"},"language":"en","primary_location":{"id":"doi:10.4018/irmj.2013010105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/irmj.2013010105","pdf_url":null,"source":{"id":"https://openalex.org/S114639657","display_name":"Information Resources Management Journal","issn_l":"1040-1628","issn":["1040-1628","1533-7979"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Resources Management Journal","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/A5057200250","display_name":"V\u00edtor Basto-Fernandes","orcid":"https://orcid.org/0000-0003-4269-5114"},"institutions":[{"id":"https://openalex.org/I169427155","display_name":"Instituto Polit\u00e9cnico de Leiria","ror":"https://ror.org/010dvvh94","country_code":"PT","type":"education","lineage":["https://openalex.org/I169427155"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Vitor Basto-Fernandes","raw_affiliation_strings":["School of Technology and Management, Computer Science and Communication Research Centre, Polytechnic Institute of Leiria, Leiria, Portugal","[School of Technology and Management, Computer Science and Communication Research Centre Polytechnic Institute of Leiria, Leiria, Portugal]"],"affiliations":[{"raw_affiliation_string":"School of Technology and Management, Computer Science and Communication Research Centre, Polytechnic Institute of Leiria, Leiria, Portugal","institution_ids":["https://openalex.org/I169427155"]},{"raw_affiliation_string":"[School of Technology and Management, Computer Science and Communication Research Centre Polytechnic Institute of Leiria, Leiria, Portugal]","institution_ids":["https://openalex.org/I169427155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017683424","display_name":"Iryna Yevseyeva","orcid":"https://orcid.org/0000-0002-1627-7624"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]},{"id":"https://openalex.org/I169427155","display_name":"Instituto Polit\u00e9cnico de Leiria","ror":"https://ror.org/010dvvh94","country_code":"PT","type":"education","lineage":["https://openalex.org/I169427155"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Iryna Yevseyeva","raw_affiliation_strings":["School of Technology and Management, Computer Science and Communication Research Centre, Polytechnic Institute of Leiria, Leiria, Portugal & TEMA - Centre for Mechanical Technology and Automation, University of Aveiro, Aveiro, Portugal"],"affiliations":[{"raw_affiliation_string":"School of Technology and Management, Computer Science and Communication Research Centre, Polytechnic Institute of Leiria, Leiria, Portugal & TEMA - Centre for Mechanical Technology and Automation, University of Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I169427155","https://openalex.org/I60858718"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031898530","display_name":"Jos\u00e9 R. M\u00e9ndez","orcid":"https://orcid.org/0000-0002-1935-4760"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 R. M\u00e9ndez","raw_affiliation_strings":["University of Vigo, Ourense, Spain"],"affiliations":[{"raw_affiliation_string":"University of Vigo, Ourense, Spain","institution_ids":["https://openalex.org/I6289922"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057200250"],"corresponding_institution_ids":["https://openalex.org/I169427155"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.17682896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"26","issue":"1","first_page":"54","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9986000061035156,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.993399977684021,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9876000285148621,"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/benchmarking","display_name":"Benchmarking","score":0.7874037027359009},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6558007001876831},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5622811913490295},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5491837859153748},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5306198596954346},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4606243968009949},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.440375953912735},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41826850175857544},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3200637400150299}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7874037027359009},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6558007001876831},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5622811913490295},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5491837859153748},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5306198596954346},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4606243968009949},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.440375953912735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41826850175857544},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3200637400150299},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.4018/irmj.2013010105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/irmj.2013010105","pdf_url":null,"source":{"id":"https://openalex.org/S114639657","display_name":"Information Resources Management Journal","issn_l":"1040-1628","issn":["1040-1628","1533-7979"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Resources Management Journal","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:rmj000:v:26:y:2000:i:1:p:54-67","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/irmj.2013010105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:RePEc:igg:rmj000:v:26:y:2013:i:1:p:54-67","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/irmj.2013010105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/17"},{"display_name":"Industry, innovation and infrastructure","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1558919105","https://openalex.org/W1612556207","https://openalex.org/W2012560965","https://openalex.org/W2038420231","https://openalex.org/W2085302848","https://openalex.org/W2114748216","https://openalex.org/W2126105956","https://openalex.org/W2162787301","https://openalex.org/W2240246332","https://openalex.org/W2261054240","https://openalex.org/W2994964425","https://openalex.org/W3023540311","https://openalex.org/W4302441632"],"related_works":["https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W3134440233","https://openalex.org/W2751605210","https://openalex.org/W2068949283","https://openalex.org/W3151104768","https://openalex.org/W2419109832","https://openalex.org/W2891428731"],"abstract_inverted_index":{"In":[0,88],"this":[1,68,99],"paper":[2],"anti-spam":[3,35,57,83],"filtering":[4],"is":[5,37,48,60,86,130,138],"presented":[6],"as":[7,11],"a":[8,14,91,104],"cumbersome":[9],"service,":[10],"opposed":[12],"to":[13,90],"software":[15],"product":[16],"perspective.":[17],"The":[18],"huge":[19],"human":[20],"effort":[21],"for":[22,31,44,50,75,106,132,141],"setting":[23,109],"up,":[24],"adaptation,":[25],"maintenance,":[26],"and":[27,59,122,127],"tuning":[28],"of":[29,53,63],"filters":[30,47,72,107],"spam":[32,46],"detection":[33],"in":[34,67,98],"systems":[36],"explained.":[38],"Choosing":[39],"the":[40,45,51,64],"best":[41],"importance":[42],"scores":[43],"essential":[49],"accuracy":[52],"any":[54],"rules":[55],"based":[56,113],"system,":[58],"also":[61,102],"one":[62],"biggest":[65],"challenges":[66],"research":[69,97],"area.":[70],"Optimal":[71],"score":[73,108],"settings":[74],"Apache":[76],"SpamAssassin":[77,133],"project":[78],"(the":[79],"most":[80,116],"widely":[81,139],"adopted":[82],"open-source":[84],"software)":[85],"addressed.":[87],"addition":[89],"survey":[92],"done":[93,131],"on":[94,114],"single/multi-objective":[95],"optimization":[96,112],"area,":[100],"we":[101],"present":[103],"study":[105],"using":[110],"multiobjective":[111],"two":[115],"representative":[117],"evolutionary":[118],"algorithms,":[119],"NSGA":[120],"II":[121],"SPEA2.":[123],"Problem":[124],"description,":[125],"simulation":[126],"results":[128],"analysis":[129],"public":[134],"mail":[135],"corpus":[136],"which":[137],"used":[140],"benchmarking":[142],"purposes.":[143]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
