{"id":"https://openalex.org/W4210438186","doi":"https://doi.org/10.1007/978-3-030-95470-3_38","title":"Distilling Financial Models by Symbolic Regression","display_name":"Distilling Financial Models by Symbolic Regression","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4210438186","doi":"https://doi.org/10.1007/978-3-030-95470-3_38"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-95470-3_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-95470-3_38","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5029162138","display_name":"Gabriele La Malfa","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Gabriele La Malfa","raw_affiliation_strings":["Cambridge Judge Business School, University of Cambridge, Cambridge, UK","University of Cambridge, Cambridge, UK"],"affiliations":[{"raw_affiliation_string":"Cambridge Judge Business School, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067881408","display_name":"Emanuele La Malfa","orcid":"https://orcid.org/0000-0002-6254-0470"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Emanuele La Malfa","raw_affiliation_strings":["Department of Computer Science, University of Oxford, Oxford, UK","University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006396647","display_name":"Roman V. Belavkin","orcid":"https://orcid.org/0000-0002-2356-1447"},"institutions":[{"id":"https://openalex.org/I60488453","display_name":"Middlesex University","ror":"https://ror.org/01rv4p989","country_code":"GB","type":"education","lineage":["https://openalex.org/I60488453"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Roman Belavkin","raw_affiliation_strings":["Middlesex University London, London, UK"],"affiliations":[{"raw_affiliation_string":"Middlesex University London, London, UK","institution_ids":["https://openalex.org/I60488453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050062467","display_name":"P\u00e3nos M. Pardalos","orcid":"https://orcid.org/0000-0001-9623-8053"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Panos M. Pardalos","raw_affiliation_strings":["Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA","University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026158192","display_name":"Giuseppe Nicosia","orcid":"https://orcid.org/0000-0002-0650-3157"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giuseppe Nicosia","raw_affiliation_strings":["University of Catania, Catania, Italy"],"affiliations":[{"raw_affiliation_string":"University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006396647","https://openalex.org/A5026158192","https://openalex.org/A5029162138","https://openalex.org/A5050062467","https://openalex.org/A5067881408"],"corresponding_institution_ids":["https://openalex.org/I241749","https://openalex.org/I33213144","https://openalex.org/I39063666","https://openalex.org/I40120149","https://openalex.org/I60488453"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6858,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67502173,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"502","last_page":"517"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9940999746322632,"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":0.9907000064849854,"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/computer-science","display_name":"Computer science","score":0.6817646026611328},{"id":"https://openalex.org/keywords/symbolic-regression","display_name":"Symbolic regression","score":0.6728428602218628},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.632596492767334},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4461537003517151},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.43862152099609375},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3747994303703308},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3575342297554016},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19692391157150269},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1327010989189148}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6817646026611328},{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.6728428602218628},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.632596492767334},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4461537003517151},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.43862152099609375},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3747994303703308},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3575342297554016},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19692391157150269},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1327010989189148},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-95470-3_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-95470-3_38","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1576818901","https://openalex.org/W1979769287","https://openalex.org/W1982107411","https://openalex.org/W1984697146","https://openalex.org/W2027638215","https://openalex.org/W2064675550","https://openalex.org/W2077523023","https://openalex.org/W2077791698","https://openalex.org/W2099336107","https://openalex.org/W2116749385","https://openalex.org/W2121162457","https://openalex.org/W2122689321","https://openalex.org/W2126105956","https://openalex.org/W2133068979","https://openalex.org/W2144499799","https://openalex.org/W2157966686","https://openalex.org/W2168490357","https://openalex.org/W2170808194","https://openalex.org/W2239232218","https://openalex.org/W2511261638","https://openalex.org/W2525748878","https://openalex.org/W2540140152","https://openalex.org/W2767517183","https://openalex.org/W2789699070","https://openalex.org/W2884430236","https://openalex.org/W2891680306","https://openalex.org/W2896377340","https://openalex.org/W2900621371","https://openalex.org/W2901725080","https://openalex.org/W2945167301","https://openalex.org/W3016401366","https://openalex.org/W3105432754","https://openalex.org/W3190148493","https://openalex.org/W4230871672","https://openalex.org/W4245879216","https://openalex.org/W4255461888","https://openalex.org/W4300833506"],"related_works":["https://openalex.org/W2968285896","https://openalex.org/W2381504162","https://openalex.org/W1567571923","https://openalex.org/W2472646430","https://openalex.org/W2610450612","https://openalex.org/W2549153708","https://openalex.org/W2897801744","https://openalex.org/W2147355282","https://openalex.org/W2394133867","https://openalex.org/W1662819506"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
