{"id":"https://openalex.org/W4238020984","doi":"https://doi.org/10.1007/s40595-018-0118-8","title":"Aggregative context-aware fitness functions based on feature selection for evolutionary learning of characteristic graph patterns","display_name":"Aggregative context-aware fitness functions based on feature selection for evolutionary learning of characteristic graph patterns","publication_year":2018,"publication_date":"2018-06-02","ids":{"openalex":"https://openalex.org/W4238020984","doi":"https://doi.org/10.1007/s40595-018-0118-8"},"language":"en","primary_location":{"id":"doi:10.1007/s40595-018-0118-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40595-018-0118-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40595-018-0118-8.pdf","source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s40595-018-0118-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055302192","display_name":"Fumiya Tokuhara","orcid":null},"institutions":[{"id":"https://openalex.org/I57930482","display_name":"Hiroshima City University","ror":"https://ror.org/001et4e78","country_code":"JP","type":"education","lineage":["https://openalex.org/I57930482"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Fumiya Tokuhara","raw_affiliation_strings":["Graduate School of Information Sciences, Hiroshima City University, Hiroshima, 731-3194, Japan","Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Sciences, Hiroshima City University, Hiroshima, 731-3194, Japan","institution_ids":["https://openalex.org/I57930482"]},{"raw_affiliation_string":"Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan","institution_ids":["https://openalex.org/I57930482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066398495","display_name":"Tetsuhiro Miyahara","orcid":null},"institutions":[{"id":"https://openalex.org/I57930482","display_name":"Hiroshima City University","ror":"https://ror.org/001et4e78","country_code":"JP","type":"education","lineage":["https://openalex.org/I57930482"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Tetsuhiro Miyahara","raw_affiliation_strings":["Graduate School of Information Sciences, Hiroshima City University, Hiroshima, 731-3194, Japan","Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan"],"raw_orcid":"https://orcid.org/0000-0002-6728-6520","affiliations":[{"raw_affiliation_string":"Graduate School of Information Sciences, Hiroshima City University, Hiroshima, 731-3194, Japan","institution_ids":["https://openalex.org/I57930482"]},{"raw_affiliation_string":"Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan","institution_ids":["https://openalex.org/I57930482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028025312","display_name":"Tetsuji Kuboyama","orcid":"https://orcid.org/0000-0003-1590-0231"},"institutions":[{"id":"https://openalex.org/I45391821","display_name":"Gakushuin University","ror":"https://ror.org/037s2db26","country_code":"JP","type":"education","lineage":["https://openalex.org/I45391821"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tetsuji Kuboyama","raw_affiliation_strings":["Computer Centre, Gakushuin University, Tokyo, 171-8588, Japan","Computer Centre, Gakushuin University, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Centre, Gakushuin University, Tokyo, 171-8588, Japan","institution_ids":["https://openalex.org/I45391821"]},{"raw_affiliation_string":"Computer Centre, Gakushuin University, Tokyo, Japan","institution_ids":["https://openalex.org/I45391821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030137541","display_name":"Yusuke Suzuki","orcid":"https://orcid.org/0000-0001-6940-9777"},"institutions":[{"id":"https://openalex.org/I57930482","display_name":"Hiroshima City University","ror":"https://ror.org/001et4e78","country_code":"JP","type":"education","lineage":["https://openalex.org/I57930482"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusuke Suzuki","raw_affiliation_strings":["Graduate School of Information Sciences, Hiroshima City University, Hiroshima, 731-3194, Japan","Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Sciences, Hiroshima City University, Hiroshima, 731-3194, Japan","institution_ids":["https://openalex.org/I57930482"]},{"raw_affiliation_string":"Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan","institution_ids":["https://openalex.org/I57930482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100541710","display_name":"Tomoyuki Uchida","orcid":null},"institutions":[{"id":"https://openalex.org/I57930482","display_name":"Hiroshima City University","ror":"https://ror.org/001et4e78","country_code":"JP","type":"education","lineage":["https://openalex.org/I57930482"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoyuki Uchida","raw_affiliation_strings":["Graduate School of Information Sciences, Hiroshima City University, Hiroshima, 731-3194, Japan","Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Sciences, Hiroshima City University, Hiroshima, 731-3194, Japan","institution_ids":["https://openalex.org/I57930482"]},{"raw_affiliation_string":"Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan","institution_ids":["https://openalex.org/I57930482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066398495"],"corresponding_institution_ids":["https://openalex.org/I57930482"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34033395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"3-4","first_page":"229","last_page":"239"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":1.0,"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":1.0,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9786999821662903,"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/fitness-function","display_name":"Fitness function","score":0.6619431376457214},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6006093621253967},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.5586994886398315},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5148085951805115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5136948823928833},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.4806976914405823},{"id":"https://openalex.org/keywords/fitness-approximation","display_name":"Fitness approximation","score":0.48067009449005127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4718713164329529},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.45646536350250244},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3825831115245819},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3771810531616211},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3113712668418884},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.2315463423728943}],"concepts":[{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.6619431376457214},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6006093621253967},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.5586994886398315},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5148085951805115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5136948823928833},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.4806976914405823},{"id":"https://openalex.org/C148392497","wikidata":"https://www.wikidata.org/wiki/Q16250539","display_name":"Fitness approximation","level":4,"score":0.48067009449005127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4718713164329529},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.45646536350250244},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3825831115245819},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3771810531616211},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3113712668418884},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.2315463423728943}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40595-018-0118-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40595-018-0118-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40595-018-0118-8.pdf","source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e1a53e7e2f6444e3a5f988e9305111b7","is_oa":true,"landing_page_url":"https://doaj.org/article/e1a53e7e2f6444e3a5f988e9305111b7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vietnam Journal of Computer Science, Vol 5, Iss 3-4, Pp 229-239 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40595-018-0118-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40595-018-0118-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40595-018-0118-8.pdf","source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4238020984.pdf","grobid_xml":"https://content.openalex.org/works/W4238020984.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1483736078","https://openalex.org/W1576818901","https://openalex.org/W1596214598","https://openalex.org/W1982356933","https://openalex.org/W1987526736","https://openalex.org/W2048661621","https://openalex.org/W2076457683","https://openalex.org/W2084777082","https://openalex.org/W2087327261","https://openalex.org/W2088932697","https://openalex.org/W2095243713","https://openalex.org/W2106378965","https://openalex.org/W2123636872","https://openalex.org/W2124049766","https://openalex.org/W2124847822","https://openalex.org/W2160754490","https://openalex.org/W2199087711","https://openalex.org/W2345198718","https://openalex.org/W2403860315","https://openalex.org/W2484648691","https://openalex.org/W2509823784","https://openalex.org/W2590677169","https://openalex.org/W2971253248"],"related_works":["https://openalex.org/W1583704618","https://openalex.org/W2091246427","https://openalex.org/W2012451526","https://openalex.org/W1792573625","https://openalex.org/W1634842376","https://openalex.org/W2561856575","https://openalex.org/W57385547","https://openalex.org/W1589480767","https://openalex.org/W1925901016","https://openalex.org/W3046303201"],"abstract_inverted_index":{"We":[0,56,88],"propose":[1],"aggregative":[2],"context-aware":[3,103],"fitness":[4,19,23,35,42,60,104],"functions":[5,20,61],"based":[6,66],"on":[7,67,93],"feature":[8],"selection":[9],"for":[10,70],"evolutionary":[11,64,95],"learning":[12,96],"of":[13,24,27,34,36,43,53,97],"characteristic":[14,72,78,98],"graph":[15,75,80,86,99],"patterns.":[16],"The":[17],"proposed":[18,59],"estimate":[21],"the":[22,32,37,41,51,54,58,102],"a":[25],"set":[26],"correlated":[28],"individuals":[29],"rather":[30],"than":[31],"sum":[33],"individuals,":[38],"and":[39,77,84],"specify":[40],"an":[44],"individual":[45],"as":[46],"its":[47],"contribution":[48],"degree":[49],"in":[50],"context":[52],"set.":[55],"apply":[57],"to":[62],"our":[63,94],"learning,":[65],"Genetic":[68],"Programming,":[69],"obtaining":[71],"block-preserving":[73],"outerplanar":[74],"patterns":[76,81],"TTSP":[79],"from":[82],"positive":[83],"negative":[85],"data.":[87],"report":[89],"some":[90],"experimental":[91],"results":[92],"patterns,":[100],"using":[101],"functions.":[105]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}