{"id":"https://openalex.org/W2595174267","doi":"https://doi.org/10.1117/12.2268648","title":"Comparison between extreme learning machine and wavelet neural networks in data classification","display_name":"Comparison between extreme learning machine and wavelet neural networks in data classification","publication_year":2017,"publication_date":"2017-03-17","ids":{"openalex":"https://openalex.org/W2595174267","doi":"https://doi.org/10.1117/12.2268648","mag":"2595174267"},"language":"en","primary_location":{"id":"doi:10.1117/12.2268648","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2268648","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","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":"https://openalex.org/A5074482631","display_name":"Siwar Yahia","orcid":"https://orcid.org/0000-0002-1188-5479"},"institutions":[{"id":"https://openalex.org/I4210106624","display_name":"\u00c9cole Nationale d'Ing\u00e9nieurs de Gab\u00e8s","ror":"https://ror.org/01fy5k372","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210106624"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Siwar Yahia","raw_affiliation_strings":["Ecole Nationale d'Ing\u00e9nieurs de Sfax (Tunisia)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Nationale d'Ing\u00e9nieurs de Sfax (Tunisia)","institution_ids":["https://openalex.org/I4210106624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008003561","display_name":"Salwa Said","orcid":"https://orcid.org/0009-0005-3260-5949"},"institutions":[{"id":"https://openalex.org/I4210106624","display_name":"\u00c9cole Nationale d'Ing\u00e9nieurs de Gab\u00e8s","ror":"https://ror.org/01fy5k372","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210106624"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Salwa Said","raw_affiliation_strings":["Ecole Nationale d'Ing\u00e9nieurs de Sfax (Tunisia)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Nationale d'Ing\u00e9nieurs de Sfax (Tunisia)","institution_ids":["https://openalex.org/I4210106624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041655108","display_name":"Olfa Jemai","orcid":"https://orcid.org/0009-0000-9037-4169"},"institutions":[{"id":"https://openalex.org/I4210106624","display_name":"\u00c9cole Nationale d'Ing\u00e9nieurs de Gab\u00e8s","ror":"https://ror.org/01fy5k372","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210106624"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Olfa Jemai","raw_affiliation_strings":["Ecole Nationale d'Ing\u00e9nieurs de Sfax (Tunisia)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Nationale d'Ing\u00e9nieurs de Sfax (Tunisia)","institution_ids":["https://openalex.org/I4210106624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074838703","display_name":"Mourad Zaied","orcid":"https://orcid.org/0000-0003-4013-5834"},"institutions":[{"id":"https://openalex.org/I4210106624","display_name":"\u00c9cole Nationale d'Ing\u00e9nieurs de Gab\u00e8s","ror":"https://ror.org/01fy5k372","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210106624"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mourad Zaied","raw_affiliation_strings":["Ecole Nationale d'Ing\u00e9nieurs de Sfax (Tunisia)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Nationale d'Ing\u00e9nieurs de Sfax (Tunisia)","institution_ids":["https://openalex.org/I4210106624"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036168795","display_name":"Chokri Ben Amar","orcid":"https://orcid.org/0000-0002-0129-7577"},"institutions":[{"id":"https://openalex.org/I4210106624","display_name":"\u00c9cole Nationale d'Ing\u00e9nieurs de Gab\u00e8s","ror":"https://ror.org/01fy5k372","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210106624"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Chokri Ben Amar","raw_affiliation_strings":["Ecole Nationale d'Ing\u00e9nieurs de Sfax (Tunisia)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Nationale d'Ing\u00e9nieurs de Sfax (Tunisia)","institution_ids":["https://openalex.org/I4210106624"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8261,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.79761561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"10341","issue":null,"first_page":"103412K","last_page":"103412K"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":1.0,"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":1.0,"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":0.9853000044822693,"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/T10057","display_name":"Face and Expression Recognition","score":0.9815999865531921,"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":0.9024731516838074},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7592686414718628},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7265692353248596},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6458703875541687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6316022872924805},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5008335113525391},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4508974552154541},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.442844033241272},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.42880979180336},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3422715663909912},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09580332040786743}],"concepts":[{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.9024731516838074},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7592686414718628},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7265692353248596},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6458703875541687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6316022872924805},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5008335113525391},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4508974552154541},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.442844033241272},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.42880979180336},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3422715663909912},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09580332040786743},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2268648","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2268648","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","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":18,"referenced_works":["https://openalex.org/W1973747660","https://openalex.org/W1993717606","https://openalex.org/W2001626771","https://openalex.org/W2098290011","https://openalex.org/W2121971770","https://openalex.org/W2126160338","https://openalex.org/W2143621217","https://openalex.org/W2190132766","https://openalex.org/W2293747114","https://openalex.org/W2429876118","https://openalex.org/W2444107353","https://openalex.org/W2594765802","https://openalex.org/W6678934100","https://openalex.org/W6681185438","https://openalex.org/W6687104434","https://openalex.org/W6718065280","https://openalex.org/W6718465748","https://openalex.org/W6735000432"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W4297902562","https://openalex.org/W2741186499","https://openalex.org/W2804652951","https://openalex.org/W2556335056","https://openalex.org/W2378211422","https://openalex.org/W2002678693","https://openalex.org/W1584764049","https://openalex.org/W2743832667"],"abstract_inverted_index":{"Extreme":[0,45],"learning":[1,7,31,46,93],"Machine":[2,47],"is":[3,27,53],"a":[4,17,23,54],"well":[5],"known":[6],"algorithm":[8,32],"in":[9],"the":[10,44],"field":[11],"of":[12],"machine":[13,94],"learning.":[14],"It's":[15],"about":[16],"feed":[18],"forward":[19],"neural":[20,50,97],"network":[21],"with":[22,33,48],"single-hidden":[24],"layer.":[25],"It":[26],"an":[28],"extremely":[29],"fast":[30],"good":[34,101],"generalization":[35],"performance.":[36],"In":[37],"this":[38],"paper,":[39],"we":[40],"aim":[41],"to":[42,65],"compare":[43],"wavelet":[49,96],"networks,":[51],"which":[52],"very":[55],"used":[56,60],"algorithm.":[57],"We":[58],"have":[59,88,99],"six":[61],"benchmark":[62],"data":[63],"sets":[64],"evaluate":[66],"each":[67],"technique.":[68],"These":[69],"datasets":[70],"Including":[71],"Wisconsin":[72],"Breast":[73],"Cancer,":[74],"Glass":[75],"Identification,":[76],"Ionosphere,":[77],"Pima":[78],"Indians":[79],"Diabetes,":[80],"Wine":[81],"Recognition":[82],"and":[83,95],"Iris":[84],"Plant.":[85],"Experimental":[86],"results":[87],"shown":[89],"that":[90],"both":[91],"extreme":[92],"networks":[98],"reached":[100],"results.":[102]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}