{"id":"https://openalex.org/W2956753306","doi":"https://doi.org/10.1145/3319619.3326861","title":"Automated design of tailored link prediction heuristics for applications in enterprise network security","display_name":"Automated design of tailored link prediction heuristics for applications in enterprise network security","publication_year":2019,"publication_date":"2019-07-10","ids":{"openalex":"https://openalex.org/W2956753306","doi":"https://doi.org/10.1145/3319619.3326861","mag":"2956753306"},"language":"en","primary_location":{"id":"doi:10.1145/3319619.3326861","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3319619.3326861","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3319619.3326861","source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3319619.3326861","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072767212","display_name":"Aaron Scott Pope","orcid":"https://orcid.org/0000-0001-6531-3954"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron Scott Pope","raw_affiliation_strings":["Missouri University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Missouri University of Science and Technology","institution_ids":["https://openalex.org/I20382870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049252789","display_name":"Daniel R. Tauritz","orcid":"https://orcid.org/0000-0002-8233-7701"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel R. Tauritz","raw_affiliation_strings":["Missouri University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Missouri University of Science and Technology","institution_ids":["https://openalex.org/I20382870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077865858","display_name":"Melissa Turcotte","orcid":"https://orcid.org/0000-0002-6888-2359"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melissa Turcotte","raw_affiliation_strings":["Los Alamos National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Los Alamos National Laboratory","institution_ids":["https://openalex.org/I1343871089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6648,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.75966897,"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":"1634","last_page":"1642"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9980999827384949,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.982699990272522,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9825000166893005,"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/heuristics","display_name":"Heuristics","score":0.8398934602737427},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8077315092086792},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7183055877685547},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7117835879325867},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5318548083305359},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5020716190338135},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.49274328351020813},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.4900621175765991},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.47294139862060547},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.43360432982444763},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.41596490144729614},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41318899393081665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40806710720062256}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8398934602737427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8077315092086792},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7183055877685547},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7117835879325867},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5318548083305359},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5020716190338135},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.49274328351020813},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4900621175765991},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.47294139862060547},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.43360432982444763},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.41596490144729614},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41318899393081665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40806710720062256},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3319619.3326861","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3319619.3326861","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3319619.3326861","source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3319619.3326861","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3319619.3326861","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3319619.3326861","source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2407002280","display_name":null,"funder_award_id":"20170683ER","funder_id":"https://openalex.org/F4320337547","funder_display_name":"Laboratory Directed Research and Development"},{"id":"https://openalex.org/G4274718416","display_name":null,"funder_award_id":"259565","funder_id":"https://openalex.org/F4320338304","funder_display_name":"Los Alamos National Laboratory"},{"id":"https://openalex.org/G4688873413","display_name":null,"funder_award_id":"259565,20180607ECR,20170683ER","funder_id":"https://openalex.org/F4320338304","funder_display_name":"Los Alamos National Laboratory"}],"funders":[{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338304","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2956753306.pdf","grobid_xml":"https://content.openalex.org/works/W2956753306.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1576818901","https://openalex.org/W1864134408","https://openalex.org/W1877810236","https://openalex.org/W1964274671","https://openalex.org/W1971421925","https://openalex.org/W1979104937","https://openalex.org/W2027649639","https://openalex.org/W2037933327","https://openalex.org/W2072441740","https://openalex.org/W2106126633","https://openalex.org/W2108630796","https://openalex.org/W2118763921","https://openalex.org/W2125261539","https://openalex.org/W2133218851","https://openalex.org/W2159771557","https://openalex.org/W2171658832","https://openalex.org/W2554388950","https://openalex.org/W2602516395","https://openalex.org/W2606006859","https://openalex.org/W2746170296","https://openalex.org/W2889520008","https://openalex.org/W2963730104","https://openalex.org/W2964121744","https://openalex.org/W2964126306","https://openalex.org/W2970602317","https://openalex.org/W2990138404","https://openalex.org/W2999817249","https://openalex.org/W3122868618","https://openalex.org/W4232932184","https://openalex.org/W4239037608"],"related_works":["https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W3121175838","https://openalex.org/W3016293053","https://openalex.org/W2401723157","https://openalex.org/W2952904874","https://openalex.org/W4389302559","https://openalex.org/W1690653314","https://openalex.org/W2053033682"],"abstract_inverted_index":{"The":[0],"link":[1,32,50,77,142],"prediction":[2,33,51,78,143],"problem,":[3],"which":[4,55],"involves":[5],"determining":[6],"the":[7,18,48,57,65,71,134,137,148],"likelihood":[8],"of":[9,20,31,47,67,75,99,107,140,151],"a":[10,100,115],"relationship":[11],"between":[12],"objects,":[13],"has":[14],"numerous":[15],"applications":[16],"in":[17,93],"areas":[19],"recommendation":[21],"systems,":[22],"social":[23],"networking,":[24],"anomaly":[25],"detection,":[26],"and":[27,73],"others.":[28],"A":[29,80],"variety":[30],"techniques":[34,95],"have":[35],"been":[36],"developed":[37],"to":[38,69,86,103,120],"improve":[39,104,146],"predictive":[40,149],"performance":[41],"for":[42,59,136],"different":[43],"application":[44,102],"domains.":[45],"Selection":[46],"appropriate":[49],"heuristic":[52],"is":[53,84],"critical":[54],"demonstrates":[56],"need":[58],"tailored":[60],"solutions.":[61],"This":[62],"work":[63],"explores":[64],"use":[66],"hyper-heuristics":[68],"automate":[70],"selection":[72],"generation":[74],"customized":[76],"algorithms.":[79],"genetic":[81],"programming":[82],"approach":[83,109],"used":[85],"evolve":[87],"novel":[88],"solutions":[89],"from":[90,114,124],"functionality":[91],"present":[92],"existing":[94],"that":[96,132,145],"exploit":[97],"characteristics":[98],"specific":[101],"performance.":[105],"Applications":[106],"this":[108],"are":[110,130],"tested":[111],"using":[112],"data":[113],"real-world":[116],"enterprise":[117],"computer":[118],"network":[119],"differentiate":[121],"normal":[122],"activity":[123],"randomly":[125],"generated":[126],"anomalous":[127],"events.":[128],"Results":[129],"presented":[131],"demonstrate":[133],"potential":[135],"automated":[138],"design":[139],"custom":[141],"heuristics":[144],"upon":[147],"capabilities":[150],"conventional":[152],"methods.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
