{"id":"https://openalex.org/W2099124121","doi":"https://doi.org/10.1007/11732242_4","title":"A Hybrid GA/SVM Approach for Gene Selection and Classification of Microarray Data","display_name":"A Hybrid GA/SVM Approach for Gene Selection and Classification of Microarray Data","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2099124121","doi":"https://doi.org/10.1007/11732242_4","mag":"2099124121"},"language":"en","primary_location":{"id":"doi:10.1007/11732242_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11732242_4","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/A5102993360","display_name":"Edmundo Bonilla Huerta","orcid":"https://orcid.org/0000-0003-2062-4219"},"institutions":[{"id":"https://openalex.org/I49451733","display_name":"Universit\u00e9 d'Angers","ror":"https://ror.org/04yrqp957","country_code":"FR","type":"education","lineage":["https://openalex.org/I49451733"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Edmundo Bonilla Huerta","raw_affiliation_strings":["LERIA, Universit\u00e9 d\u2019Angers, 2 Boulevard Lavoisier, 49045, Angers, France","LERIA, Universit\u00e9 d'Angers, 2 Boulevard Lavoisier, 49045, Angers, France"],"affiliations":[{"raw_affiliation_string":"LERIA, Universit\u00e9 d\u2019Angers, 2 Boulevard Lavoisier, 49045, Angers, France","institution_ids":["https://openalex.org/I49451733"]},{"raw_affiliation_string":"LERIA, Universit\u00e9 d'Angers, 2 Boulevard Lavoisier, 49045, Angers, France","institution_ids":["https://openalex.org/I49451733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011361507","display_name":"B\u00e9atrice Duval","orcid":"https://orcid.org/0000-0002-1400-4163"},"institutions":[{"id":"https://openalex.org/I49451733","display_name":"Universit\u00e9 d'Angers","ror":"https://ror.org/04yrqp957","country_code":"FR","type":"education","lineage":["https://openalex.org/I49451733"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"B\u00e9atrice Duval","raw_affiliation_strings":["LERIA, Universit\u00e9 d\u2019Angers, 2 Boulevard Lavoisier, 49045, Angers, France","LERIA, Universit\u00e9 d'Angers, 2 Boulevard Lavoisier, 49045, Angers, France"],"affiliations":[{"raw_affiliation_string":"LERIA, Universit\u00e9 d\u2019Angers, 2 Boulevard Lavoisier, 49045, Angers, France","institution_ids":["https://openalex.org/I49451733"]},{"raw_affiliation_string":"LERIA, Universit\u00e9 d'Angers, 2 Boulevard Lavoisier, 49045, Angers, France","institution_ids":["https://openalex.org/I49451733"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016332970","display_name":"Jin\u2010Kao Hao","orcid":"https://orcid.org/0000-0001-8813-4377"},"institutions":[{"id":"https://openalex.org/I49451733","display_name":"Universit\u00e9 d'Angers","ror":"https://ror.org/04yrqp957","country_code":"FR","type":"education","lineage":["https://openalex.org/I49451733"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jin-Kao Hao","raw_affiliation_strings":["LERIA, Universit\u00e9 d\u2019Angers, 2 Boulevard Lavoisier, 49045, Angers, France","LERIA, Universit\u00e9 d'Angers, 2 Boulevard Lavoisier, 49045, Angers, France"],"affiliations":[{"raw_affiliation_string":"LERIA, Universit\u00e9 d\u2019Angers, 2 Boulevard Lavoisier, 49045, Angers, France","institution_ids":["https://openalex.org/I49451733"]},{"raw_affiliation_string":"LERIA, Universit\u00e9 d'Angers, 2 Boulevard Lavoisier, 49045, Angers, France","institution_ids":["https://openalex.org/I49451733"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102993360"],"corresponding_institution_ids":["https://openalex.org/I49451733"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":15.9747,"has_fulltext":false,"cited_by_count":148,"citation_normalized_percentile":{"value":0.99171607,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"34","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9955999851226807,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9842000007629395,"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/support-vector-machine","display_name":"Support vector machine","score":0.8269764184951782},{"id":"https://openalex.org/keywords/gene-selection","display_name":"Gene selection","score":0.7570679187774658},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7262840270996094},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5941739678382874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5569079518318176},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5518423914909363},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.518798291683197},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4974656403064728},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.4762266278266907},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4728917181491852},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4214118421077728},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39298638701438904},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.2699620723724365},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.08586359024047852},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0790223479270935},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.06925144791603088}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8269764184951782},{"id":"https://openalex.org/C2984324147","wikidata":"https://www.wikidata.org/wiki/Q3080021","display_name":"Gene selection","level":5,"score":0.7570679187774658},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7262840270996094},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5941739678382874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5569079518318176},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5518423914909363},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.518798291683197},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4974656403064728},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.4762266278266907},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4728917181491852},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4214118421077728},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39298638701438904},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2699620723724365},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.08586359024047852},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0790223479270935},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.06925144791603088}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/11732242_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11732242_4","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:10.1.1.139.5953","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.139.5953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.info.univ-angers.fr/pub/hao/papers/EVOBIO06.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-03735942v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03735942","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applications of Evolutionary Computing, 3907, Springer Berlin Heidelberg, pp.34-44, 2006, Lecture Notes in Computer Science, &#x27E8;10.1007/11732242_4&#x27E9;","raw_type":"Book sections"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W200409851","https://openalex.org/W1485268022","https://openalex.org/W1539150806","https://openalex.org/W1595267482","https://openalex.org/W1769772704","https://openalex.org/W1978392040","https://openalex.org/W2004548053","https://openalex.org/W2087684630","https://openalex.org/W2102794349","https://openalex.org/W2108728387","https://openalex.org/W2109363337","https://openalex.org/W2109525984","https://openalex.org/W2119479037","https://openalex.org/W2125899728","https://openalex.org/W2127544153","https://openalex.org/W2137476312","https://openalex.org/W2137946943","https://openalex.org/W2140077863","https://openalex.org/W2143426320","https://openalex.org/W2148603752","https://openalex.org/W2168810081","https://openalex.org/W2291995380","https://openalex.org/W2314188473","https://openalex.org/W2484215240","https://openalex.org/W2611104316","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2113981829","https://openalex.org/W2112959154","https://openalex.org/W1492428813","https://openalex.org/W2170304139","https://openalex.org/W4299306949","https://openalex.org/W4308011238","https://openalex.org/W2041756206","https://openalex.org/W2160192270","https://openalex.org/W3126868773","https://openalex.org/W2964943498"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
