{"id":"https://openalex.org/W1965673162","doi":"https://doi.org/10.1109/indin.2009.5195881","title":"Evolutionary feature selection for artificial neural network pattern classifiers","display_name":"Evolutionary feature selection for artificial neural network pattern classifiers","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W1965673162","doi":"https://doi.org/10.1109/indin.2009.5195881","mag":"1965673162"},"language":"en","primary_location":{"id":"doi:10.1109/indin.2009.5195881","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2009.5195881","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 7th IEEE International Conference on Industrial Informatics","raw_type":"proceedings-article"},"type":"article","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":null,"display_name":"D.T. Pham","orcid":null},"institutions":[{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]},{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB","SK"],"is_corresponding":true,"raw_author_name":"D.T. Pham","raw_affiliation_strings":["Manufacturing Engineering Centre, Cardiff University, Cardiff, UK","Dept. of Artificial Intelligence, Comenius Univ., Bratislava"],"affiliations":[{"raw_affiliation_string":"Manufacturing Engineering Centre, Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"Dept. of Artificial Intelligence, Comenius Univ., Bratislava","institution_ids":["https://openalex.org/I74788687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079759495","display_name":"Marco Castellani","orcid":"https://orcid.org/0000-0002-5623-7491"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["GB","PT"],"is_corresponding":false,"raw_author_name":"M. Castellani","raw_affiliation_strings":["Manufacturing Engineering Centre, Cardiff University, Cardiff, UK","CENTRIA, Departmento de Informatica, Faculdade de Ciencias e Tecnologia, University Nova de Lisboa, Quinta da Torre, 2829-516 Caparica, Portugal. Email: nmm@di.fct.unl.pt"],"affiliations":[{"raw_affiliation_string":"Manufacturing Engineering Centre, Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"CENTRIA, Departmento de Informatica, Faculdade de Ciencias e Tecnologia, University Nova de Lisboa, Quinta da Torre, 2829-516 Caparica, Portugal. Email: nmm@di.fct.unl.pt","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"last","author":{"id":null,"display_name":"A. A. Fahmy","orcid":null},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["GB","PT"],"is_corresponding":false,"raw_author_name":"A. A. Fahmy","raw_affiliation_strings":["Manufacturing Engineering Centre, Cardiff University, Cardiff, UK","CENTRIA, Faculdade de Ciencias e Tecnologia, University Nova de Lisboa, Quinta da Torre, 2829-516 Caparica, Portugal. Email: mcas@fct.unl.pt"],"affiliations":[{"raw_affiliation_string":"Manufacturing Engineering Centre, Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"CENTRIA, Faculdade de Ciencias e Tecnologia, University Nova de Lisboa, Quinta da Torre, 2829-516 Caparica, Portugal. Email: mcas@fct.unl.pt","institution_ids":["https://openalex.org/I83558840"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74788687","https://openalex.org/I79510175"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.07362364,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"18","issue":null,"first_page":"658","last_page":"663"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9995999932289124,"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":0.9995999932289124,"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":0.998199999332428,"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":0.9965999722480774,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7601046562194824},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6929571628570557},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6688331365585327},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6574389934539795},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6112641096115112},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6009576916694641},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5714994668960571},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.553749680519104},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5408599376678467},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5321521162986755},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47881513833999634},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.47384029626846313},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4706895649433136},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.4479960799217224},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4306502640247345},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07069912552833557}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7601046562194824},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6929571628570557},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6688331365585327},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6574389934539795},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6112641096115112},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6009576916694641},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5714994668960571},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.553749680519104},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5408599376678467},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5321521162986755},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47881513833999634},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.47384029626846313},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4706895649433136},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.4479960799217224},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4306502640247345},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07069912552833557},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/indin.2009.5195881","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2009.5195881","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 7th IEEE International Conference on Industrial Informatics","raw_type":"proceedings-article"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:69255","is_oa":false,"landing_page_url":"https://orca.cardiff.ac.uk/69255/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/eed1e3ae-3a10-4fb7-8948-a64d3c2c88cc","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/eed1e3ae-3a10-4fb7-8948-a64d3c2c88cc","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pham, D, Castellani, M & Fahmy, AA 2009, Evolutionary Feature Selection for Artificial Neural Network Pattern Classifiers. in Industrial Informatics, 2009. INDIN 2009. 7th IEEE International Conference on. IEEE International Conference on Industrial Informatics, Institute of Electrical and Electronics Engineers (IEEE), pp. 658-663, IEEE International Conference on Industrial Informatics (INDIN), 1/01/09. https://doi.org/10.1109/INDIN.2009.5195881","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.atira.dk:publications/eed1e3ae-3a10-4fb7-8948-a64d3c2c88cc","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/portal/en/publications/evolutionary-feature-selection-for-artificial-neural-network-pattern-classifiers(eed1e3ae-3a10-4fb7-8948-a64d3c2c88cc).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pham, D, Castellani, M & Fahmy, AA 2009, Evolutionary Feature Selection for Artificial Neural Network Pattern Classifiers. in Industrial Informatics, 2009. INDIN 2009. 7th IEEE International Conference on. IEEE International Conference on Industrial Informatics, Institute of Electrical and Electronics Engineers (IEEE), pp. 658-663, IEEE International Conference on Industrial Informatics (INDIN), 1/01/09. https://doi.org/10.1109/INDIN.2009.5195881","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W22051136","https://openalex.org/W44465109","https://openalex.org/W122504902","https://openalex.org/W587006470","https://openalex.org/W612593197","https://openalex.org/W1486735428","https://openalex.org/W1496929357","https://openalex.org/W1500895378","https://openalex.org/W1536929369","https://openalex.org/W1564753804","https://openalex.org/W1599105596","https://openalex.org/W1601426761","https://openalex.org/W1808644423","https://openalex.org/W1969481231","https://openalex.org/W1978970913","https://openalex.org/W1987994242","https://openalex.org/W2003172116","https://openalex.org/W2040884411","https://openalex.org/W2079879669","https://openalex.org/W2082296752","https://openalex.org/W2082497819","https://openalex.org/W2100664237","https://openalex.org/W2124290836","https://openalex.org/W2171751723","https://openalex.org/W2184125074","https://openalex.org/W2284330674","https://openalex.org/W2410713057","https://openalex.org/W2569813014","https://openalex.org/W2766736793","https://openalex.org/W2982720039","https://openalex.org/W4285719527","https://openalex.org/W4389349034","https://openalex.org/W6601814988","https://openalex.org/W6714809696"],"related_works":["https://openalex.org/W2528958959","https://openalex.org/W2171662586","https://openalex.org/W2119344300","https://openalex.org/W4879471","https://openalex.org/W4285805405","https://openalex.org/W2102580788","https://openalex.org/W2391924736","https://openalex.org/W1560122427","https://openalex.org/W2141433557","https://openalex.org/W1540041346"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"FeaSANNT,":[3],"an":[4],"evolutionary":[5,23,75],"procedure":[6],"for":[7,13,87],"feature":[8,67],"selection":[9,68],"and":[10,47,51,65],"weight":[11],"training":[12],"neural":[14],"network":[15],"classifiers.":[16],"FeaSANNT":[17,31,44,77],"exploits":[18],"the":[19,54,72,84],"global":[20],"nature":[21],"of":[22,29,56,74,83],"search":[24],"to":[25,34,60,71],"avoid":[26],"sub-optimal":[27],"peaks":[28],"performance.":[30],"was":[32],"used":[33],"train":[35],"a":[36],"multi-layer":[37],"perceptron":[38],"classifier":[39],"on":[40],"seven":[41],"benchmark":[42],"problems.":[43],"attained":[45],"accurate":[46],"consistent":[48],"learning":[49,85],"results,":[50],"significantly":[52],"reduced":[53],"number":[55],"data":[57],"attributes":[58],"compared":[59],"four":[61],"state-of-the-art":[62],"standard":[63],"filter":[64],"wrapper":[66],"methods.":[69],"Thanks":[70],"robustness":[73],"search,":[76],"did":[78],"not":[79],"require":[80],"time-consuming":[81],"re-tuning":[82],"parameters":[86],"each":[88],"test":[89],"problem.":[90]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2016-06-24T00:00:00"}
