{"id":"https://openalex.org/W3046745833","doi":"https://doi.org/10.1145/3377929.3397486","title":"SGP-DT","display_name":"SGP-DT","publication_year":2020,"publication_date":"2020-07-08","ids":{"openalex":"https://openalex.org/W3046745833","doi":"https://doi.org/10.1145/3377929.3397486","mag":"3046745833"},"language":"en","primary_location":{"id":"doi:10.1145/3377929.3397486","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377929.3397486","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3377929.3397486&file=p25_ruberto_suppl.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3377929.3397486&file=p25_ruberto_suppl.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011541744","display_name":"Stefano Ruberto","orcid":"https://orcid.org/0000-0001-8666-2782"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Stefano Ruberto","raw_affiliation_strings":["Institute for Biomedical Informatics"],"affiliations":[{"raw_affiliation_string":"Institute for Biomedical Informatics","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068101658","display_name":"Valerio Terragni","orcid":"https://orcid.org/0000-0001-5885-9297"},"institutions":[{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Valerio Terragni","raw_affiliation_strings":["Faculty of Informatics, Lugano, Switzerland"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics, Lugano, Switzerland","institution_ids":["https://openalex.org/I57201433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032971510","display_name":"Jason H. Moore","orcid":"https://orcid.org/0000-0002-5015-1099"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jason H. Moore","raw_affiliation_strings":["Institute for Biomedical Informatics"],"affiliations":[{"raw_affiliation_string":"Institute for Biomedical Informatics","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011541744"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7954,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.78323203,"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":"25","last_page":"26"},"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":0.9958999752998352,"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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/genetic-programming","display_name":"Genetic programming","score":0.8364099264144897},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.7765026688575745},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6296907663345337},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.4346328377723694},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.42069536447525024},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.41678181290626526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4009222984313965},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37121856212615967},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2212059199810028},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17099088430404663}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.8364099264144897},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.7765026688575745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6296907663345337},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.4346328377723694},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.42069536447525024},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.41678181290626526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4009222984313965},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37121856212615967},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2212059199810028},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17099088430404663}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3377929.3397486","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377929.3397486","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3377929.3397486&file=p25_ruberto_suppl.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3377929.3397486","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377929.3397486","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3377929.3397486&file=p25_ruberto_suppl.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3046745833.pdf","grobid_xml":"https://content.openalex.org/works/W3046745833.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1581584868","https://openalex.org/W2019625726","https://openalex.org/W2063978378","https://openalex.org/W2484166844","https://openalex.org/W2808506694","https://openalex.org/W3003906476","https://openalex.org/W3098038161","https://openalex.org/W3098382816"],"related_works":["https://openalex.org/W2347477706","https://openalex.org/W2082776239","https://openalex.org/W2142324575","https://openalex.org/W2051028534","https://openalex.org/W2164305954","https://openalex.org/W2046401452","https://openalex.org/W1772786136","https://openalex.org/W1963986408","https://openalex.org/W235718540","https://openalex.org/W1593354505"],"abstract_inverted_index":{"Semantic":[0],"Genetic":[1],"Programming":[2],"(SGP)":[3],"approaches":[4],"demonstrated":[5],"remarkable":[6],"results":[7],"in":[8],"different":[9],"domains.":[10],"SGP-DT":[11,21,42],"is":[12],"one":[13],"of":[14,17,36],"the":[15],"latest":[16],"such":[18],"approaches.":[19,52],"Notably,":[20],"proposes":[22],"a":[23],"dynamic-target":[24],"approach":[25],"that":[26],"combines":[27],"multiple":[28],"GP":[29],"runs":[30],"without":[31],"relying":[32],"on":[33,46],"any":[34],"form":[35],"crossover.":[37],"On":[38],"eight":[39],"well-known":[40],"datasets":[41],"achieves":[43],"small":[44],"RMSE,":[45],"average":[47],"25%":[48],"smaller":[49],"than":[50],"state-of-the-art":[51]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-08-07T00:00:00"}