{"id":"https://openalex.org/W162962094","doi":"https://doi.org/10.1007/978-3-642-21916-0_26","title":"An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models","display_name":"An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W162962094","doi":"https://doi.org/10.1007/978-3-642-21916-0_26","mag":"162962094"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-21916-0_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-21916-0_26","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/A5046109172","display_name":"Marcin Czajkowski","orcid":"https://orcid.org/0000-0002-3967-1819"},"institutions":[{"id":"https://openalex.org/I1323121030","display_name":"Bialystok University of Technology","ror":"https://ror.org/02bzfsy61","country_code":"PL","type":"education","lineage":["https://openalex.org/I1323121030"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Marcin Czajkowski","raw_affiliation_strings":["Faculty of Computer Science, Bialystok University of Technology, Wiejska 45a, 15-351, Bia\u0142ystok, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Bialystok University of Technology, Wiejska 45a, 15-351, Bia\u0142ystok, Poland","institution_ids":["https://openalex.org/I1323121030"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075724243","display_name":"Marek Kr\u0119towski","orcid":"https://orcid.org/0000-0001-9175-2678"},"institutions":[{"id":"https://openalex.org/I1323121030","display_name":"Bialystok University of Technology","ror":"https://ror.org/02bzfsy61","country_code":"PL","type":"education","lineage":["https://openalex.org/I1323121030"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Kretowski","raw_affiliation_strings":["Faculty of Computer Science, Bialystok University of Technology, Wiejska 45a, 15-351, Bia\u0142ystok, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Bialystok University of Technology, Wiejska 45a, 15-351, Bia\u0142ystok, Poland","institution_ids":["https://openalex.org/I1323121030"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046109172"],"corresponding_institution_ids":["https://openalex.org/I1323121030"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.8632,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8607967,"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":"230","last_page":"239"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9794999957084656,"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/T10320","display_name":"Neural Networks and Applications","score":0.9794999957084656,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.979200005531311,"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/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9639999866485596,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.7585004568099976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7135750651359558},{"id":"https://openalex.org/keywords/bayesian-multivariate-linear-regression","display_name":"Bayesian multivariate linear regression","score":0.6379410028457642},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5093384981155396},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4971666634082794},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4656584560871124},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4223648011684418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4019601345062256},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3064553141593933},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24870911240577698},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20706939697265625}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.7585004568099976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7135750651359558},{"id":"https://openalex.org/C64946054","wikidata":"https://www.wikidata.org/wiki/Q4874476","display_name":"Bayesian multivariate linear regression","level":3,"score":0.6379410028457642},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5093384981155396},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4971666634082794},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4656584560871124},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4223648011684418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4019601345062256},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3064553141593933},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24870911240577698},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20706939697265625}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-21916-0_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-21916-0_26","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W63993499","https://openalex.org/W198250083","https://openalex.org/W1480376833","https://openalex.org/W1488493328","https://openalex.org/W1554944419","https://openalex.org/W1565338878","https://openalex.org/W1587157779","https://openalex.org/W1594031697","https://openalex.org/W1598417289","https://openalex.org/W1625417988","https://openalex.org/W1780185704","https://openalex.org/W1986775991","https://openalex.org/W2066442872","https://openalex.org/W2068596668","https://openalex.org/W2084812512","https://openalex.org/W2107170260","https://openalex.org/W2142183404","https://openalex.org/W2142635246","https://openalex.org/W2168175751","https://openalex.org/W2170120409","https://openalex.org/W2171033594","https://openalex.org/W2276274191","https://openalex.org/W2482318024","https://openalex.org/W2561675875","https://openalex.org/W2610419677","https://openalex.org/W4297957988","https://openalex.org/W4301173492","https://openalex.org/W6637170354"],"related_works":["https://openalex.org/W2378624038","https://openalex.org/W2140265721","https://openalex.org/W2784432193","https://openalex.org/W3199622279","https://openalex.org/W3036649152","https://openalex.org/W6066515","https://openalex.org/W2889522799","https://openalex.org/W2347804599","https://openalex.org/W3004959911","https://openalex.org/W1571184960"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
