{"id":"https://openalex.org/W4401215408","doi":"https://doi.org/10.1145/3638530.3664115","title":"Directed Acyclic Program Graph Applied to Supervised Classification","display_name":"Directed Acyclic Program Graph Applied to Supervised Classification","publication_year":2024,"publication_date":"2024-07-14","ids":{"openalex":"https://openalex.org/W4401215408","doi":"https://doi.org/10.1145/3638530.3664115"},"language":"en","primary_location":{"id":"doi:10.1145/3638530.3664115","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3638530.3664115","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3638530.3664115?download=true","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/10.1145/3638530.3664115?download=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046970356","display_name":"Thibaut Bellanger","orcid":"https://orcid.org/0009-0000-9764-5996"},"institutions":[{"id":"https://openalex.org/I35298706","display_name":"ESIEA University","ror":"https://ror.org/00g6cx256","country_code":"FR","type":"education","lineage":["https://openalex.org/I35298706"]},{"id":"https://openalex.org/I49451733","display_name":"Universit\u00e9 d'Angers","ror":"https://ror.org/04yrqp957","country_code":"FR","type":"education","lineage":["https://openalex.org/I49451733"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thibaut Bellanger","raw_affiliation_strings":["ESIEA, Laval, France","Universit\u00e9 d'Angers, Angers, France"],"raw_orcid":"https://orcid.org/0009-0000-9764-5996","affiliations":[{"raw_affiliation_string":"ESIEA, Laval, France","institution_ids":["https://openalex.org/I35298706"]},{"raw_affiliation_string":"Universit\u00e9 d'Angers, Angers, France","institution_ids":["https://openalex.org/I49451733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106164856","display_name":"Matthieu Le Berre","orcid":"https://orcid.org/0009-0007-6592-2590"},"institutions":[{"id":"https://openalex.org/I35298706","display_name":"ESIEA University","ror":"https://ror.org/00g6cx256","country_code":"FR","type":"education","lineage":["https://openalex.org/I35298706"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Matthieu Le Berre","raw_affiliation_strings":["ESIEA, Laval, France"],"raw_orcid":"https://orcid.org/0009-0007-6592-2590","affiliations":[{"raw_affiliation_string":"ESIEA, Laval, France","institution_ids":["https://openalex.org/I35298706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075593653","display_name":"Manuel Clergue","orcid":"https://orcid.org/0000-0001-8661-0026"},"institutions":[{"id":"https://openalex.org/I35298706","display_name":"ESIEA University","ror":"https://ror.org/00g6cx256","country_code":"FR","type":"education","lineage":["https://openalex.org/I35298706"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Manuel Clergue","raw_affiliation_strings":["ESIEA, Laval, France"],"raw_orcid":"https://orcid.org/0000-0001-8661-0026","affiliations":[{"raw_affiliation_string":"ESIEA, Laval, France","institution_ids":["https://openalex.org/I35298706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016332970","display_name":"Jin\u2010Kao Hao","orcid":"https://orcid.org/0000-0001-8813-4377"},"institutions":[{"id":"https://openalex.org/I49451733","display_name":"Universit\u00e9 d'Angers","ror":"https://ror.org/04yrqp957","country_code":"FR","type":"education","lineage":["https://openalex.org/I49451733"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jin-Kao Hao","raw_affiliation_strings":["Universit\u00e9 d'Angers, Angers, France"],"raw_orcid":"https://orcid.org/0000-0001-8813-4377","affiliations":[{"raw_affiliation_string":"Universit\u00e9 d'Angers, Angers, France","institution_ids":["https://openalex.org/I49451733"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12144703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1676","last_page":"1680"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9843000173568726,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9708999991416931,"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/directed-acyclic-graph","display_name":"Directed acyclic graph","score":0.7775002121925354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7083715796470642},{"id":"https://openalex.org/keywords/directed-graph","display_name":"Directed graph","score":0.5081155300140381},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.46166542172431946},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4150583744049072},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3517501950263977},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32737529277801514},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1999586522579193}],"concepts":[{"id":"https://openalex.org/C74197172","wikidata":"https://www.wikidata.org/wiki/Q1195339","display_name":"Directed acyclic graph","level":2,"score":0.7775002121925354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7083715796470642},{"id":"https://openalex.org/C146380142","wikidata":"https://www.wikidata.org/wiki/Q1137726","display_name":"Directed graph","level":2,"score":0.5081155300140381},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.46166542172431946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4150583744049072},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3517501950263977},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32737529277801514},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1999586522579193}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3638530.3664115","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3638530.3664115","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3638530.3664115?download=true","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"},{"id":"pmh:oai:HAL:hal-05634813v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05634813","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"GECCO '24 Companion: Genetic and Evolutionary Computation Conference Companion, 2024, Melbourne VIC, Australia. ACM, pp.1676-1680, 2024, &#x27E8;10.1145/3638530.3664115&#x27E9;","raw_type":"Proceedings"}],"best_oa_location":{"id":"doi:10.1145/3638530.3664115","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3638530.3664115","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3638530.3664115?download=true","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":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401215408.pdf","grobid_xml":"https://content.openalex.org/works/W4401215408.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1551110077","https://openalex.org/W1588401315","https://openalex.org/W2019575783","https://openalex.org/W2048638918","https://openalex.org/W2136414484","https://openalex.org/W2146194630","https://openalex.org/W3042382406","https://openalex.org/W3197886029","https://openalex.org/W4212774754","https://openalex.org/W4388877279","https://openalex.org/W6801142633"],"related_works":["https://openalex.org/W2146569528","https://openalex.org/W1998712144","https://openalex.org/W4214487273","https://openalex.org/W4287028074","https://openalex.org/W2106828717","https://openalex.org/W3191289342","https://openalex.org/W3164774158","https://openalex.org/W2372211403","https://openalex.org/W4297817344","https://openalex.org/W1498463151"],"abstract_inverted_index":{"In":[0],"the":[1,6,85,93,103],"realm":[2],"of":[3,8,51,75,87,95,105,113],"Machine":[4],"Learning,":[5],"pursuit":[7],"simpler":[9],"yet":[10],"effective":[11],"models":[12],"has":[13],"led":[14],"to":[15,22,35,57],"increased":[16],"interest":[17],"in":[18,39,111],"decision":[19,68],"trees":[20],"due":[21],"their":[23,28,33],"interpretability":[24,89],"and":[25,77,90,116],"efficiency.":[26],"However,":[27],"inherent":[29],"simplicity":[30,76],"often":[31],"limits":[32],"ability":[34],"handle":[36],"intricate":[37],"patterns":[38],"data.":[40],"This":[41],"paper":[42],"introduces":[43],"a":[44,73],"novel":[45],"approach":[46,107],"termed":[47],"Directed":[48],"Acyclic":[49],"Graphs":[50],"Programs,":[52],"inspired":[53],"by":[54],"evolutionary":[55],"strategies,":[56],"address":[58],"this":[59],"challenge.":[60],"By":[61],"iteratively":[62],"constructing":[63],"program":[64],"graphs":[65],"from":[66],"binary":[67],"makers,":[69],"our":[70,106],"method":[71],"offers":[72],"balance":[74],"performance":[78],"for":[79],"classification":[80],"tasks.":[81],"Notably,":[82],"we":[83],"emphasize":[84],"preservation":[86],"model":[88],"expressiveness,":[91],"avoiding":[92],"use":[94],"ensemble":[96],"techniques":[97],"like":[98],"voting.":[99],"Experimental":[100],"evaluations":[101],"demonstrate":[102],"superiority":[104],"over":[108],"existing":[109],"methods":[110],"terms":[112],"both":[114],"effectiveness":[115],"interpretability.":[117]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
