{"id":"https://openalex.org/W2508930158","doi":"https://doi.org/10.1007/978-3-319-45823-6_34","title":"Semantic Forward Propagation for Symbolic Regression","display_name":"Semantic Forward Propagation for Symbolic Regression","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2508930158","doi":"https://doi.org/10.1007/978-3-319-45823-6_34","mag":"2508930158"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-45823-6_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-45823-6_34","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/A5011193117","display_name":"Marcin Szubert","orcid":"https://orcid.org/0009-0005-3687-672X"},"institutions":[{"id":"https://openalex.org/I111236770","display_name":"University of Vermont","ror":"https://ror.org/0155zta11","country_code":"US","type":"education","lineage":["https://openalex.org/I111236770"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Marcin Szubert","raw_affiliation_strings":["University of Vermont, Burlington, VT, 05405, USA","University of Vermont, Burlington, USA"],"affiliations":[{"raw_affiliation_string":"University of Vermont, Burlington, VT, 05405, USA","institution_ids":["https://openalex.org/I111236770"]},{"raw_affiliation_string":"University of Vermont, Burlington, USA","institution_ids":["https://openalex.org/I111236770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103512763","display_name":"Anuradha Kodali","orcid":null},"institutions":[{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]},{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anuradha Kodali","raw_affiliation_strings":["NASA Ames Research Center, Moffett Field, CA, 94035, USA","University of California, Santa Cruz, CA, 95064, USA","NASA Ames Research Center, Moffett Field, USA","University of California, Santa Cruz, USA"],"affiliations":[{"raw_affiliation_string":"NASA Ames Research Center, Moffett Field, CA, 94035, USA","institution_ids":["https://openalex.org/I1280536761"]},{"raw_affiliation_string":"University of California, Santa Cruz, CA, 95064, USA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"NASA Ames Research Center, Moffett Field, USA","institution_ids":["https://openalex.org/I1280536761"]},{"raw_affiliation_string":"University of California, Santa Cruz, USA","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007681565","display_name":"Sangram Ganguly","orcid":"https://orcid.org/0000-0002-5916-1410"},"institutions":[{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]},{"id":"https://openalex.org/I4210109616","display_name":"Bay Area Environmental Research Institute","ror":"https://ror.org/024tt5x58","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210109616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangram Ganguly","raw_affiliation_strings":["Bay Area Environmental Research Institute, Petaluma, CA, 94952, USA","NASA Ames Research Center, Moffett Field, CA, 94035, USA","NASA Ames Research Center, Moffett Field, USA","Bay Area Environmental Research Institute, Petaluma, USA"],"affiliations":[{"raw_affiliation_string":"Bay Area Environmental Research Institute, Petaluma, CA, 94952, USA","institution_ids":["https://openalex.org/I4210109616"]},{"raw_affiliation_string":"NASA Ames Research Center, Moffett Field, CA, 94035, USA","institution_ids":["https://openalex.org/I1280536761"]},{"raw_affiliation_string":"NASA Ames Research Center, Moffett Field, USA","institution_ids":["https://openalex.org/I1280536761"]},{"raw_affiliation_string":"Bay Area Environmental Research Institute, Petaluma, USA","institution_ids":["https://openalex.org/I4210109616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112500979","display_name":"Kamalika Das","orcid":null},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]},{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kamalika Das","raw_affiliation_strings":["NASA Ames Research Center, Moffett Field, CA, 94035, USA","University of California, Santa Cruz, CA, 95064, USA","University of California, Santa Cruz, USA","NASA Ames Research Center, Moffett Field, USA"],"affiliations":[{"raw_affiliation_string":"NASA Ames Research Center, Moffett Field, CA, 94035, USA","institution_ids":["https://openalex.org/I1280536761"]},{"raw_affiliation_string":"University of California, Santa Cruz, CA, 95064, USA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"University of California, Santa Cruz, USA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"NASA Ames Research Center, Moffett Field, USA","institution_ids":["https://openalex.org/I1280536761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066791342","display_name":"Josh Bongard","orcid":"https://orcid.org/0000-0001-8515-0822"},"institutions":[{"id":"https://openalex.org/I111236770","display_name":"University of Vermont","ror":"https://ror.org/0155zta11","country_code":"US","type":"education","lineage":["https://openalex.org/I111236770"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josh C. Bongard","raw_affiliation_strings":["University of Vermont, Burlington, VT, 05405, USA","University of Vermont, Burlington, USA"],"affiliations":[{"raw_affiliation_string":"University of Vermont, Burlington, VT, 05405, USA","institution_ids":["https://openalex.org/I111236770"]},{"raw_affiliation_string":"University of Vermont, Burlington, USA","institution_ids":["https://openalex.org/I111236770"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5011193117"],"corresponding_institution_ids":["https://openalex.org/I111236770"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3545,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81269974,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"364","last_page":"374"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":1.0,"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":1.0,"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":0.9932000041007996,"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":0.9433000087738037,"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":0.8464256525039673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49966907501220703},{"id":"https://openalex.org/keywords/symbolic-regression","display_name":"Symbolic regression","score":0.4716433882713318},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4414834678173065},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3890495300292969},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.342454731464386},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16125673055648804},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07932925224304199}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8464256525039673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49966907501220703},{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.4716433882713318},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4414834678173065},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3890495300292969},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.342454731464386},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16125673055648804},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07932925224304199},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-45823-6_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-45823-6_34","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W12292114","https://openalex.org/W1505743939","https://openalex.org/W1576818901","https://openalex.org/W1795093649","https://openalex.org/W1966001515","https://openalex.org/W1969232932","https://openalex.org/W2010615382","https://openalex.org/W2019625726","https://openalex.org/W2041192064","https://openalex.org/W2061011797","https://openalex.org/W2076402663","https://openalex.org/W2084288340","https://openalex.org/W2142879718","https://openalex.org/W2164305954","https://openalex.org/W2408525833","https://openalex.org/W2561675875"],"related_works":["https://openalex.org/W2394133867","https://openalex.org/W280605544","https://openalex.org/W2176963978","https://openalex.org/W1567571923","https://openalex.org/W4319653604","https://openalex.org/W4389372248","https://openalex.org/W2019081667","https://openalex.org/W3204019825","https://openalex.org/W1694810529","https://openalex.org/W2075533215"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
