{"id":"https://openalex.org/W4292547785","doi":"https://doi.org/10.3390/a15080295","title":"QFC: A Parallel Software Tool for Feature Construction, Based on Grammatical Evolution","display_name":"QFC: A Parallel Software Tool for Feature Construction, Based on Grammatical Evolution","publication_year":2022,"publication_date":"2022-08-21","ids":{"openalex":"https://openalex.org/W4292547785","doi":"https://doi.org/10.3390/a15080295"},"language":"en","primary_location":{"id":"doi:10.3390/a15080295","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a15080295","pdf_url":"https://www.mdpi.com/1999-4893/15/8/295/pdf?version=1661241214","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/15/8/295/pdf?version=1661241214","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010283810","display_name":"Ioannis G. Tsoulos","orcid":"https://orcid.org/0000-0002-2343-2733"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Ioannis G. Tsoulos","raw_affiliation_strings":["Department of Informatics and Telecommunications, University of Ioannina, 47100 Arta, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Ioannina, 47100 Arta, Greece","institution_ids":["https://openalex.org/I194019607"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010283810"],"corresponding_institution_ids":["https://openalex.org/I194019607"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.4583,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8470219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"15","issue":"8","first_page":"295","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9969000220298767,"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":0.9969000220298767,"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":0.8206061124801636},{"id":"https://openalex.org/keywords/grammatical-evolution","display_name":"Grammatical evolution","score":0.8153362274169922},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6267392635345459},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6112912893295288},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6002519726753235},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5887619256973267},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5358003377914429},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5243861079216003},{"id":"https://openalex.org/keywords/symbolic-regression","display_name":"Symbolic regression","score":0.5169333815574646},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5101795196533203},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.48385488986968994},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.4321787655353546},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3466925024986267},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3268068730831146},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20956900715827942}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8206061124801636},{"id":"https://openalex.org/C10906938","wikidata":"https://www.wikidata.org/wiki/Q5593687","display_name":"Grammatical evolution","level":3,"score":0.8153362274169922},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6267392635345459},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6112912893295288},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6002519726753235},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5887619256973267},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5358003377914429},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5243861079216003},{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.5169333815574646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5101795196533203},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.48385488986968994},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.4321787655353546},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3466925024986267},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3268068730831146},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20956900715827942},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a15080295","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a15080295","pdf_url":"https://www.mdpi.com/1999-4893/15/8/295/pdf?version=1661241214","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0edca0aa39bb4108a261603996180181","is_oa":true,"landing_page_url":"https://doaj.org/article/0edca0aa39bb4108a261603996180181","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 15, Iss 8, p 295 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/15/8/295/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/a15080295","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms; Volume 15; Issue 8; Pages: 295","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a15080295","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a15080295","pdf_url":"https://www.mdpi.com/1999-4893/15/8/295/pdf?version=1661241214","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.44999998807907104,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4292547785.pdf","grobid_xml":"https://content.openalex.org/works/W4292547785.grobid-xml"},"referenced_works_count":104,"referenced_works":["https://openalex.org/W48272409","https://openalex.org/W131352529","https://openalex.org/W1495789285","https://openalex.org/W1497605902","https://openalex.org/W1521385032","https://openalex.org/W1541145887","https://openalex.org/W1545302199","https://openalex.org/W1570592190","https://openalex.org/W1769141387","https://openalex.org/W1879907790","https://openalex.org/W1902354325","https://openalex.org/W1964118427","https://openalex.org/W1969557815","https://openalex.org/W1976990135","https://openalex.org/W1984501821","https://openalex.org/W1988888548","https://openalex.org/W1989637899","https://openalex.org/W1995396954","https://openalex.org/W1995833382","https://openalex.org/W1997784776","https://openalex.org/W1998086203","https://openalex.org/W1999258445","https://openalex.org/W2000359198","https://openalex.org/W2002558294","https://openalex.org/W2013750559","https://openalex.org/W2015616431","https://openalex.org/W2017978747","https://openalex.org/W2019458237","https://openalex.org/W2021122261","https://openalex.org/W2024195378","https://openalex.org/W2029469881","https://openalex.org/W2029803196","https://openalex.org/W2038200226","https://openalex.org/W2041092292","https://openalex.org/W2045420440","https://openalex.org/W2047108725","https://openalex.org/W2049315923","https://openalex.org/W2051589410","https://openalex.org/W2053744708","https://openalex.org/W2058720760","https://openalex.org/W2058839679","https://openalex.org/W2061933243","https://openalex.org/W2067650768","https://openalex.org/W2078760541","https://openalex.org/W2096352448","https://openalex.org/W2099322651","https://openalex.org/W2100534701","https://openalex.org/W2100928906","https://openalex.org/W2103496339","https://openalex.org/W2105382646","https://openalex.org/W2110048843","https://openalex.org/W2113442785","https://openalex.org/W2116296021","https://openalex.org/W2126137228","https://openalex.org/W2126148517","https://openalex.org/W2128420091","https://openalex.org/W2131987814","https://openalex.org/W2135304732","https://openalex.org/W2135733427","https://openalex.org/W2146722066","https://openalex.org/W2149376583","https://openalex.org/W2151205149","https://openalex.org/W2154053567","https://openalex.org/W2157825465","https://openalex.org/W2177066871","https://openalex.org/W2257086086","https://openalex.org/W2295918854","https://openalex.org/W2296218809","https://openalex.org/W2300360787","https://openalex.org/W2419175238","https://openalex.org/W2436108096","https://openalex.org/W2576510028","https://openalex.org/W2743218360","https://openalex.org/W2884687617","https://openalex.org/W2912669024","https://openalex.org/W2944150266","https://openalex.org/W2947059554","https://openalex.org/W2963860056","https://openalex.org/W2995103354","https://openalex.org/W2997456480","https://openalex.org/W3000409346","https://openalex.org/W3103589224","https://openalex.org/W4200567491","https://openalex.org/W4221127013","https://openalex.org/W4238753141","https://openalex.org/W4242998821","https://openalex.org/W4249118599","https://openalex.org/W4253962323","https://openalex.org/W4256561644","https://openalex.org/W4281262356","https://openalex.org/W4292957036","https://openalex.org/W4295134715","https://openalex.org/W4301173492","https://openalex.org/W4301584875","https://openalex.org/W4388297464","https://openalex.org/W6602007853","https://openalex.org/W6636588491","https://openalex.org/W6639575421","https://openalex.org/W6649859413","https://openalex.org/W6669980183","https://openalex.org/W6674952872","https://openalex.org/W6682335648","https://openalex.org/W6684694030","https://openalex.org/W6758740298"],"related_works":["https://openalex.org/W2968285896","https://openalex.org/W2381504162","https://openalex.org/W1567571923","https://openalex.org/W2472646430","https://openalex.org/W2003947101","https://openalex.org/W3006865984","https://openalex.org/W2897801744","https://openalex.org/W206299888","https://openalex.org/W2176963978","https://openalex.org/W2967546367"],"abstract_inverted_index":{"This":[0,18],"paper":[1],"presents":[2],"and":[3,14,40,64,68],"analyzes":[4],"a":[5,10,30,60],"programming":[6],"tool":[7],"that":[8,33],"implements":[9],"method":[11,19,55],"for":[12,51],"classification":[13,63],"function":[15,65],"regression":[16,66],"problems.":[17],"builds":[20],"new":[21],"features":[22],"from":[23],"existing":[24],"ones":[25],"with":[26,72],"the":[27],"assistance":[28],"of":[29,36,62,75],"hybrid":[31],"algorithm":[32],"makes":[34],"use":[35],"artificial":[37],"neural":[38],"networks":[39],"grammatical":[41],"evolution.":[42],"The":[43,54],"implemented":[44],"software":[45],"exploits":[46],"modern":[47],"multi-core":[48],"computing":[49],"units":[50],"faster":[52],"execution.":[53],"has":[56],"been":[57],"applied":[58],"to":[59],"variety":[61],"problems,":[67],"an":[69],"extensive":[70],"comparison":[71],"other":[73],"methods":[74],"computational":[76],"intelligence":[77],"is":[78],"made.":[79]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
