{"id":"https://openalex.org/W1899530615","doi":"https://doi.org/10.1007/3-540-45355-5_29","title":"Genetic Programming for Financial Time Series Prediction","display_name":"Genetic Programming for Financial Time Series Prediction","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W1899530615","doi":"https://doi.org/10.1007/3-540-45355-5_29","mag":"1899530615"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-45355-5_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-45355-5_29","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/A5078458093","display_name":"Massimo Santini","orcid":"https://orcid.org/0000-0003-1416-0673"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Massimo Santini","raw_affiliation_strings":["Polo Didattico e di Ricerca di Crema, Via Bramante, 65 - 26013, Crema, CR"],"affiliations":[{"raw_affiliation_string":"Polo Didattico e di Ricerca di Crema, Via Bramante, 65 - 26013, Crema, CR","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079938701","display_name":"Andrea G. B. Tettamanzi","orcid":"https://orcid.org/0000-0002-8877-4654"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Tettamanzi","raw_affiliation_strings":["Dipartimento di Tecnologie dell\u2019Informazione, Universit\u00e0 degli Studi di Milano, Italy","Polo Didattico e di Ricerca di Crema, Via Bramante, 65 - 26013, Crema, CR"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Tecnologie dell\u2019Informazione, Universit\u00e0 degli Studi di Milano, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"Polo Didattico e di Ricerca di Crema, Via Bramante, 65 - 26013, Crema, CR","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078458093"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.3455,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.94701646,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"361","last_page":"370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.996999979019165,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9959999918937683,"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":0.9908999800682068,"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/genetic-programming","display_name":"Genetic programming","score":0.9101868867874146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7263118624687195},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.6222203969955444},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5400174260139465},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5164380669593811},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5081374645233154},{"id":"https://openalex.org/keywords/financial-market","display_name":"Financial market","score":0.48217934370040894},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4463137090206146},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.41324591636657715},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4120991826057434},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32294437289237976},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11174321174621582},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09544378519058228},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06683269143104553},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.05408966541290283}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.9101868867874146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7263118624687195},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.6222203969955444},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5400174260139465},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5164380669593811},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5081374645233154},{"id":"https://openalex.org/C19244329","wikidata":"https://www.wikidata.org/wiki/Q208697","display_name":"Financial market","level":2,"score":0.48217934370040894},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4463137090206146},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.41324591636657715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4120991826057434},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32294437289237976},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11174321174621582},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09544378519058228},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06683269143104553},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05408966541290283},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/3-540-45355-5_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-45355-5_29","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.27.3770","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.27.3770","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://zorn.usr.dsi.unimi.it/~santini/FTP/papers/eurogp01.ps.gz","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W53373509","https://openalex.org/W313810385","https://openalex.org/W1496082865","https://openalex.org/W1558389395","https://openalex.org/W1580120706","https://openalex.org/W1592371891","https://openalex.org/W1650224336","https://openalex.org/W1719791359","https://openalex.org/W1897224751","https://openalex.org/W1995244454","https://openalex.org/W2147566188","https://openalex.org/W2149214223","https://openalex.org/W2170614369","https://openalex.org/W2896916590","https://openalex.org/W4229692665","https://openalex.org/W6634400139"],"related_works":["https://openalex.org/W2152992791","https://openalex.org/W2968285896","https://openalex.org/W2102997898","https://openalex.org/W2549153708","https://openalex.org/W2112835755","https://openalex.org/W4367596775","https://openalex.org/W2381504162","https://openalex.org/W2349674371","https://openalex.org/W4285805598","https://openalex.org/W4291951920"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}