{"id":"https://openalex.org/W562802392","doi":"https://doi.org/10.1007/978-3-319-16030-6_7","title":"Extremely Accurate Symbolic Regression for Large Feature Problems","display_name":"Extremely Accurate Symbolic Regression for Large Feature Problems","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W562802392","doi":"https://doi.org/10.1007/978-3-319-16030-6_7","mag":"562802392"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-16030-6_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-16030-6_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210203257","display_name":"Genetic and evolutionary computation","issn_l":"1932-0167","issn":["1932-0167","1932-0175"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Genetic and Evolutionary Computation","raw_type":"book-chapter"},"type":"book-chapter","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/A5055503046","display_name":"Michael F. Korns","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Michael F. Korns","raw_affiliation_strings":["Analytic Research Foundation, 2240 Village Walk Drive Suite 2305, 89052, Henderson, Nevada"],"affiliations":[{"raw_affiliation_string":"Analytic Research Foundation, 2240 Village Walk Drive Suite 2305, 89052, Henderson, Nevada","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5055503046"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0485,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.86265675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"109","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9976999759674072,"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":0.9976999759674072,"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/T10320","display_name":"Neural Networks and Applications","score":0.983299970626831,"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":0.9800000190734863,"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/symbolic-regression","display_name":"Symbolic regression","score":0.7849143743515015},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6358965635299683},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5431373119354248},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5078273415565491},{"id":"https://openalex.org/keywords/multivariate-adaptive-regression-splines","display_name":"Multivariate adaptive regression splines","score":0.47011294960975647},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.46027255058288574},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44976717233657837},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44319865107536316},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4191874563694},{"id":"https://openalex.org/keywords/polynomial-regression","display_name":"Polynomial regression","score":0.4059969186782837},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40056297183036804},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2618045210838318},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21861478686332703},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.1288457214832306}],"concepts":[{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.7849143743515015},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6358965635299683},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5431373119354248},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5078273415565491},{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.47011294960975647},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.46027255058288574},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44976717233657837},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44319865107536316},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4191874563694},{"id":"https://openalex.org/C120068334","wikidata":"https://www.wikidata.org/wiki/Q45343","display_name":"Polynomial regression","level":3,"score":0.4059969186782837},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40056297183036804},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2618045210838318},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21861478686332703},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.1288457214832306},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-16030-6_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-16030-6_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210203257","display_name":"Genetic and evolutionary computation","issn_l":"1932-0167","issn":["1932-0167","1932-0175"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Genetic and Evolutionary Computation","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W5949222","https://openalex.org/W112222302","https://openalex.org/W121066256","https://openalex.org/W178471156","https://openalex.org/W199024138","https://openalex.org/W200320481","https://openalex.org/W1570563254","https://openalex.org/W1576818901","https://openalex.org/W2022480405","https://openalex.org/W2135046866","https://openalex.org/W2199551460","https://openalex.org/W2275389559","https://openalex.org/W2753635250","https://openalex.org/W2801490189","https://openalex.org/W4300945981"],"related_works":["https://openalex.org/W2151021446","https://openalex.org/W4251677248","https://openalex.org/W3148095850","https://openalex.org/W2033531685","https://openalex.org/W2050323392","https://openalex.org/W2609814225","https://openalex.org/W2374894797","https://openalex.org/W2264001480","https://openalex.org/W1685088304","https://openalex.org/W2380426006"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
