{"id":"https://openalex.org/W2182731447","doi":null,"title":"Comparaison de m\u00e9thodes de classification r\u00e9seau RBF, MLP et RVFLNN 1","display_name":"Comparaison de m\u00e9thodes de classification r\u00e9seau RBF, MLP et RVFLNN 1","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2182731447","mag":"2182731447"},"language":"fr","primary_location":{"id":"mag:2182731447","doi":null,"is_oa":false,"landing_page_url":"http://www.damascusuniversity.edu.sy/mag/eng/images/stories/efatimh.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5035457919","display_name":"Mrabti Fatima","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mrabti Fatima","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5106037344","display_name":"Seridi Hamid","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seridi Hamid","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3295,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64331614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8901000022888184,"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/T10320","display_name":"Neural Networks and Applications","score":0.8901000022888184,"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/T12676","display_name":"Machine Learning and ELM","score":0.10440000146627426,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/radial-basis-function-neural-network","display_name":"radial basis function neural network","score":0.6499999761581421},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.9139999747276306},{"id":"https://openalex.org/keywords/random-vector-functional-link-network","display_name":"random vector functional link network","score":0.8889999985694885},{"id":"https://openalex.org/keywords/neural-network-classification","display_name":"neural network classification","score":0.6660000085830688},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"pattern recognition","score":0.7799999713897705},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"supervised learning","score":0.8650000095367432},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"unsupervised learning","score":0.9800000190734863},{"id":"https://openalex.org/keywords/classifier-comparison","display_name":"classifier comparison","score":0.6589999794960022},{"id":"https://openalex.org/keywords/iris-dataset","display_name":"Iris dataset","score":0.8130000233650208},{"id":"https://openalex.org/keywords/texture-classification","display_name":"texture classification","score":0.8309999704360962}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.6507351994514465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5271016359329224},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4375165104866028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43335679173469543},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.19286978244781494}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2182731447","doi":null,"is_oa":false,"landing_page_url":"http://www.damascusuniversity.edu.sy/mag/eng/images/stories/efatimh.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1489608363","https://openalex.org/W1554663460","https://openalex.org/W1991848143","https://openalex.org/W2040870580","https://openalex.org/W2117812871","https://openalex.org/W2143956139","https://openalex.org/W2171277043","https://openalex.org/W2623128321","https://openalex.org/W3207342693"],"related_works":["https://openalex.org/W400962718","https://openalex.org/W4300743058","https://openalex.org/W374515970","https://openalex.org/W386867027","https://openalex.org/W648512265","https://openalex.org/W629266457","https://openalex.org/W834710745","https://openalex.org/W1508123702","https://openalex.org/W655959090","https://openalex.org/W120770951"],"abstract_inverted_index":{"Mrabti":[0],"Fatima2":[1],"Seridi":[2],"Hamid3":[3],"Resume":[4],"Dans":[5],"ce":[6,62],"papier,":[7],"nous":[8,83],"presentons":[9],"une":[10],"etude":[11],"comparative":[12],"de":[13,21,31,61,75,77,87,95,97,103,107],"trois":[14],"modeles":[15],"neuronaux,":[16],"comme":[17],"etant":[18],"des":[19,34,121],"outils":[20],"decision":[22,96],"destines":[23],"a":[24],"la":[25,32],"classification":[26],"d\u2019objets":[27],"dans":[28],"le":[29,39,45,51,123,126,128],"domaine":[30],"reconnaissance":[33,120],"formes,":[35,122],"tels":[36],"que":[37],":":[38,89],"reseau":[40,124],"RBF":[41],"(Radial":[42],"Basis":[43],"Functions),":[44],"MLP":[46],"(Multi":[47],"Layer":[48],"Perceptron)":[49],"et":[50,71,91,106],"RVFLNN":[52],"(Random":[53],"Vector":[54],"Functional":[55],"Link":[56],"Neural":[57],"Network).":[58],"Le":[59],"but":[60],"travail":[63],"est":[64],"d'etudier":[65],"leurs":[66,68,73,81],"architectures,":[67],"algorithmes":[69],"d'apprentissage":[70],"d\u2019apercevoir":[72],"performances":[74],"capacite":[76],"classification.":[78],"Pour":[79],"comparer":[80],"performances,":[82],"utilisons":[84],"deux":[85],"bases":[86],"donnees":[88],"Iris":[90],"texture.":[92],"La":[93],"qualite":[94],"chaque":[98],"classifieur":[99],"depend":[100],"du":[101],"choix":[102],"son":[104],"architecture":[105],"sa":[108],"mise":[109],"en":[110],"\u0153uvre.":[111],"Mots":[112],"cles":[113],"-Apprentissage":[114],"supervise,":[115,118],"apprentissage":[116],"non":[117],"classification,":[119],"RBF,":[125],"MLP,":[127],"RVFLNN.":[129]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T04:12:42.849631","created_date":"2016-06-24T00:00:00"}