{"id":"https://openalex.org/W2093609534","doi":"https://doi.org/10.1109/isda.2010.5687215","title":"On the suitability of Extreme Learning Machine for gene classification using feature selection","display_name":"On the suitability of Extreme Learning Machine for gene classification using feature selection","publication_year":2010,"publication_date":"2010-11-01","ids":{"openalex":"https://openalex.org/W2093609534","doi":"https://doi.org/10.1109/isda.2010.5687215","mag":"2093609534"},"language":"en","primary_location":{"id":"doi:10.1109/isda.2010.5687215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2010.5687215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 10th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5034210024","display_name":"Javier S\u00e1nchez\u2010Monedero","orcid":"https://orcid.org/0000-0001-8649-1709"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Sanchez-Monedero","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","Department of Computer Science and Numerical Analysis , University of Cordoba , Cordoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis , University of Cordoba , Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080862780","display_name":"M. Cruz-Ram\u00edrez","orcid":"https://orcid.org/0000-0002-4952-1101"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Cruz-Ramirez","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","Department of Computer Science and Numerical Analysis , University of Cordoba , Cordoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis , University of Cordoba , Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032236580","display_name":"Francisco Fern\u00e1ndez\u2010Navarro","orcid":"https://orcid.org/0000-0002-5599-6170"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. Fernandez-Navarro","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","Department of Computer Science and Numerical Analysis , University of Cordoba , Cordoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis , University of Cordoba , Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050268688","display_name":"Juan Carlos Fern\u00e1ndez Fern\u00e1ndez","orcid":"https://orcid.org/0000-0001-8849-6036"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. C. Fernandez","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","Department of Computer Science and Numerical Analysis , University of Cordoba , Cordoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis , University of Cordoba , Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063964437","display_name":"Pedro Antonio Guti\u00e9rrez","orcid":"https://orcid.org/0000-0002-2657-776X"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. A. Gutierrez","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","Department of Computer Science and Numerical Analysis , University of Cordoba , Cordoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis , University of Cordoba , Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086980043","display_name":"C\u00e9sar Herv\u00e1s\u2010Mart\u00ednez","orcid":"https://orcid.org/0000-0003-4564-1816"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C. Hervas-Martinez","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","Department of Computer Science and Numerical Analysis , University of Cordoba , Cordoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of Cordoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis , University of Cordoba , Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I53110688"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"507","last_page":"512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","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/T12676","display_name":"Machine Learning and ELM","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/T10062","display_name":"MicroRNA in disease regulation","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/extreme-learning-machine","display_name":"Extreme learning machine","score":0.8041749000549316},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7035160064697266},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6654080152511597},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6613494157791138},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6550740003585815},{"id":"https://openalex.org/keywords/gene-selection","display_name":"Gene selection","score":0.6056658029556274},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.5496405959129333},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5302172303199768},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48121288418769836},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.4249495267868042},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4180070161819458},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4119792580604553},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.2505650520324707},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1327832043170929},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.130171000957489},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12779518961906433},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.07463958859443665}],"concepts":[{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.8041749000549316},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7035160064697266},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6654080152511597},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6613494157791138},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6550740003585815},{"id":"https://openalex.org/C2984324147","wikidata":"https://www.wikidata.org/wiki/Q3080021","display_name":"Gene selection","level":5,"score":0.6056658029556274},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.5496405959129333},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5302172303199768},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48121288418769836},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.4249495267868042},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4180070161819458},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4119792580604553},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2505650520324707},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1327832043170929},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.130171000957489},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12779518961906433},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.07463958859443665},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isda.2010.5687215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2010.5687215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 10th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1548502347","https://openalex.org/W1570448133","https://openalex.org/W1726370773","https://openalex.org/W1849729440","https://openalex.org/W1978578227","https://openalex.org/W1981039744","https://openalex.org/W1997917263","https://openalex.org/W2015567955","https://openalex.org/W2016944307","https://openalex.org/W2081808304","https://openalex.org/W2087684630","https://openalex.org/W2088851040","https://openalex.org/W2109363337","https://openalex.org/W2110175536","https://openalex.org/W2111072639","https://openalex.org/W2114229561","https://openalex.org/W2128985829","https://openalex.org/W2130378394","https://openalex.org/W2132598181","https://openalex.org/W2137476312","https://openalex.org/W2141695047","https://openalex.org/W2156571267","https://openalex.org/W2419658023","https://openalex.org/W2966207845","https://openalex.org/W3195149063","https://openalex.org/W4205210034","https://openalex.org/W6632875940","https://openalex.org/W6634094483","https://openalex.org/W6638875480","https://openalex.org/W6676900740","https://openalex.org/W6682904970"],"related_works":["https://openalex.org/W1492428813","https://openalex.org/W1995862559","https://openalex.org/W2170304139","https://openalex.org/W4299306949","https://openalex.org/W4308011238","https://openalex.org/W2110708978","https://openalex.org/W2544198685","https://openalex.org/W2160192270","https://openalex.org/W2041756206","https://openalex.org/W3126868773"],"abstract_inverted_index":{"This":[0],"paper":[1],"studies":[2],"the":[3,56,69,79],"suitability":[4],"of":[5,58,72],"Extreme":[6],"Learning":[7],"Machines":[8],"(ELM)":[9],"for":[10,86],"resolving":[11],"bioinformatic":[12,37],"and":[13,38,89],"biomedical":[14,39],"classification":[15],"problems.":[16],"In":[17],"order":[18,49],"to":[19,50,67],"test":[20],"their":[21],"overall":[22],"performance,":[23],"an":[24],"experimental":[25],"study":[26],"is":[27,82],"presented":[28],"based":[29],"on":[30],"five":[31],"gene":[32],"microarray":[33,61],"datasets":[34],"found":[35],"in":[36,48,60],"domains.":[40],"The":[41,75],"Fast":[42],"Correlation-Based":[43],"Filter":[44],"(FCBF)":[45],"was":[46],"applied":[47],"identify":[51],"salient":[52],"expression":[53],"genes":[54,59],"among":[55],"thousands":[57],"data":[62],"that":[63,78],"can":[64],"directly":[65],"contribute":[66],"determining":[68],"class":[70],"membership":[71],"each":[73],"pattern.":[74],"results":[76],"confirm":[77],"ELM":[80],"classifier":[81],"a":[83],"promising":[84],"candidate":[85],"improving":[87],"Accuracy":[88],"Minimum":[90],"Sensitivity.":[91]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}