{"id":"https://openalex.org/W4401213363","doi":"https://doi.org/10.1145/3638530.3654318","title":"Mining Potentially Explanatory Patterns via Partial Solutions","display_name":"Mining Potentially Explanatory Patterns via Partial Solutions","publication_year":2024,"publication_date":"2024-07-14","ids":{"openalex":"https://openalex.org/W4401213363","doi":"https://doi.org/10.1145/3638530.3654318"},"language":"en","primary_location":{"id":"doi:10.1145/3638530.3654318","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638530.3654318","pdf_url":null,"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":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://rgu-repository.worktribe.com/file/2423381/1/CATALANO%202024%20Mining%20potentially%20explanatory","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047814180","display_name":"G. Catalano","orcid":"https://orcid.org/0009-0000-6504-2541"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Giancarlo Antonino Pasquale Ignazio Catalano","raw_affiliation_strings":["Computing and Mathematics, University of Stirling, Stirling, Stirlingshire, United Kingdom"],"raw_orcid":"https://orcid.org/0009-0000-6504-2541","affiliations":[{"raw_affiliation_string":"Computing and Mathematics, University of Stirling, Stirling, Stirlingshire, United Kingdom","institution_ids":["https://openalex.org/I12093191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041490004","display_name":"Alexander E. I. Brownlee","orcid":"https://orcid.org/0000-0003-2892-5059"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alexander E. I Brownlee","raw_affiliation_strings":["Computing and Mathematics, University of Stirling, Stirling, Stirlingshire, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-2892-5059","affiliations":[{"raw_affiliation_string":"Computing and Mathematics, University of Stirling, Stirling, Stirlingshire, United Kingdom","institution_ids":["https://openalex.org/I12093191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103057839","display_name":"David Cairns","orcid":"https://orcid.org/0000-0002-0246-3821"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Cairns","raw_affiliation_strings":["Computing and Mathematics, University of Stirling, Stirling, Stirlingshire, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-0246-3821","affiliations":[{"raw_affiliation_string":"Computing and Mathematics, University of Stirling, Stirling, Stirlingshire, United Kingdom","institution_ids":["https://openalex.org/I12093191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027645309","display_name":"John McCall","orcid":"https://orcid.org/0000-0003-1738-7056"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Mccall","raw_affiliation_strings":["National Subsea Centre, Aberdeen, United Kingdom","Robert Gordon University, Aberdeen, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-1738-7056","affiliations":[{"raw_affiliation_string":"National Subsea Centre, Aberdeen, United Kingdom","institution_ids":[]},{"raw_affiliation_string":"Robert Gordon University, Aberdeen, United Kingdom","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087015309","display_name":"Russell Ainslie","orcid":"https://orcid.org/0000-0001-5398-1269"},"institutions":[{"id":"https://openalex.org/I14689143","display_name":"BT Research","ror":"https://ror.org/03308db07","country_code":"GB","type":"facility","lineage":["https://openalex.org/I1332878012","https://openalex.org/I14689143"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Russell Ainslie","raw_affiliation_strings":["Applied Research, BT Technology, Ipswich, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-5398-1269","affiliations":[{"raw_affiliation_string":"Applied Research, BT Technology, Ipswich, United Kingdom","institution_ids":["https://openalex.org/I14689143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"567","last_page":"570"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9882000088691711,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9882000088691711,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.977400004863739,"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/T11719","display_name":"Data Quality and Management","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5854930281639099},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3469606041908264}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5854930281639099},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3469606041908264}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3638530.3654318","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638530.3654318","pdf_url":null,"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:rgu-repository.worktribe.com:2423381","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/2423381","pdf_url":"https://rgu-repository.worktribe.com/file/2423381/1/CATALANO%202024%20Mining%20potentially%20explanatory","source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":{"id":"pmh:oai:rgu-repository.worktribe.com:2423381","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/2423381","pdf_url":"https://rgu-repository.worktribe.com/file/2423381/1/CATALANO%202024%20Mining%20potentially%20explanatory","source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320171","display_name":"BT Group","ror":"https://ror.org/00kv9pj15"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401213363.pdf","grobid_xml":"https://content.openalex.org/works/W4401213363.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1488239931","https://openalex.org/W2031518375","https://openalex.org/W2061344791","https://openalex.org/W2069323107","https://openalex.org/W2116926066","https://openalex.org/W2170086712","https://openalex.org/W2885623676","https://openalex.org/W2975495759","https://openalex.org/W4401213363"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"We":[0,45],"introduce":[1],"Partial":[2,14,55],"Solutions":[3,15,56],"to":[4,27,58,71,74],"improve":[5],"the":[6,28],"explainability":[7],"of":[8,53],"genetic":[9],"algorithms":[10],"for":[11,30],"combinatorial":[12],"optimization.":[13],"represent":[16],"beneficial":[17],"traits":[18],"found":[19],"by":[20],"analyzing":[21],"a":[22,51,60],"population,":[23],"and":[24,66],"are":[25,69],"presented":[26],"user":[29],"explainability,":[31],"but":[32],"also":[33],"provide":[34],"an":[35,47],"explicit":[36],"model":[37],"from":[38],"which":[39],"new":[40],"solutions":[41],"can":[42],"be":[43,72],"generated.":[44],"present":[46],"algorithm":[48],"that":[49,68],"assembles":[50],"collection":[52],"explanatory":[54],"chosen":[57],"strike":[59],"balance":[61],"between":[62],"simplicity,":[63],"high":[64],"fitness":[65],"atomicity,":[67],"shown":[70],"able":[73],"solve":[75],"standard":[76],"optimization":[77],"benchmarks.":[78]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
