{"id":"https://openalex.org/W4391995161","doi":"https://doi.org/10.1007/s11042-024-18295-9","title":"Improving performance of extreme learning machine for classification challenges by modified firefly algorithm and validation on medical benchmark datasets","display_name":"Improving performance of extreme learning machine for classification challenges by modified firefly algorithm and validation on medical benchmark datasets","publication_year":2024,"publication_date":"2024-02-21","ids":{"openalex":"https://openalex.org/W4391995161","doi":"https://doi.org/10.1007/s11042-024-18295-9"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-18295-9","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5064081550","display_name":"Neboj\u0161a Ba\u010danin","orcid":"https://orcid.org/0000-0002-2062-924X"},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Nebojsa Bacanin","raw_affiliation_strings":["Faculty of Informatics and Computing, Singidunum University, 32, Belgrade, 11010, Danijelova, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Computing, Singidunum University, 32, Belgrade, 11010, Danijelova, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047844943","display_name":"C\u0103t\u0103lin Stoean","orcid":"https://orcid.org/0000-0001-5917-1857"},"institutions":[{"id":"https://openalex.org/I4210141787","display_name":"Romanian Institute of Science and Technology","ror":"https://ror.org/04dchsd96","country_code":"RO","type":"nonprofit","lineage":["https://openalex.org/I4210141787"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Catalin Stoean","raw_affiliation_strings":["Romanian Institute of Science and Technology, Saturn, 24-26, 400504, Cluj-Napoca-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Romanian Institute of Science and Technology, Saturn, 24-26, 400504, Cluj-Napoca-Napoca, Romania","institution_ids":["https://openalex.org/I4210141787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102955065","display_name":"Du\u0161an Markovi\u0107","orcid":"https://orcid.org/0000-0002-7270-6702"},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Dusan Markovic","raw_affiliation_strings":["Faculty of Informatics and Computing, Singidunum University, 32, Belgrade, 11010, Danijelova, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Computing, Singidunum University, 32, Belgrade, 11010, Danijelova, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072469505","display_name":"Miodrag \u017divkovi\u0107","orcid":"https://orcid.org/0000-0002-4351-068X"},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Miodrag Zivkovic","raw_affiliation_strings":["Faculty of Informatics and Computing, Singidunum University, 32, Belgrade, 11010, Danijelova, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Computing, Singidunum University, 32, Belgrade, 11010, Danijelova, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065801825","display_name":"Tarik A. Rashid","orcid":"https://orcid.org/0000-0002-8661-258X"},"institutions":[{"id":"https://openalex.org/I3151615967","display_name":"University of Kurdistan Hewler","ror":"https://ror.org/00268wk31","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3151615967"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Tarik A. Rashid","raw_affiliation_strings":["Computer Science and Engineering Department, University of Kurdistan Hewler, 30 Metre Avenue, Arbil, 44017, Iraq"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, University of Kurdistan Hewler, 30 Metre Avenue, Arbil, 44017, Iraq","institution_ids":["https://openalex.org/I3151615967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019540812","display_name":"Amit Chhabra","orcid":"https://orcid.org/0000-0003-2056-6231"},"institutions":[{"id":"https://openalex.org/I165682329","display_name":"Guru Nanak Dev University","ror":"https://ror.org/05ghzpa93","country_code":"IN","type":"education","lineage":["https://openalex.org/I165682329"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Chhabra","raw_affiliation_strings":["Department of Computer Engineering & Technology, Guru Nanak Dev University, Amritsar-143005, Punjab, 58250, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering & Technology, Guru Nanak Dev University, Amritsar-143005, Punjab, 58250, India","institution_ids":["https://openalex.org/I165682329"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036738895","display_name":"Marko \u0160arac","orcid":"https://orcid.org/0000-0001-8241-2778"},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Marko Sarac","raw_affiliation_strings":["Faculty of Informatics and Computing, Singidunum University, 32, Belgrade, 11010, Danijelova, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Computing, Singidunum University, 32, Belgrade, 11010, Danijelova, Serbia","institution_ids":["https://openalex.org/I170253739"]}]}],"institution_assertions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064081550","https://openalex.org/A5047844943"],"corresponding_institution_ids":["https://openalex.org/I170253739","https://openalex.org/I4210141787"],"apc_list":null,"apc_paid":null,"fwci":8.462,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.999975,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"83","issue":"31","first_page":"76035","last_page":"76075"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Theory and Applications of Extreme Learning Machines","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":"Theory and Applications of Extreme Learning Machines","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 Network Fundamentals and Applications","score":0.9928,"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/T10502","display_name":"Memristive Devices for Neuromorphic Computing","score":0.9911,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.8365165},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6897495},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme Learning Machine","score":0.59862},{"id":"https://openalex.org/keywords/incremental-learning","display_name":"Incremental Learning","score":0.552783},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble Learning","score":0.530218},{"id":"https://openalex.org/keywords/artificial-intelligences","display_name":"Artificial Intelligences","score":0.520004},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine Learning","score":0.517134},{"id":"https://openalex.org/keywords/firefly-algorithm","display_name":"Firefly algorithm","score":0.51457304}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.8365165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8341117},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.70279086},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6897495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.65091723},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5426683},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.52915406},{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.51457304},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4105922},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4103238},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.170966},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-18295-9","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":94,"referenced_works":["https://openalex.org/W1523741643","https://openalex.org/W1579299488","https://openalex.org/W1978342095","https://openalex.org/W1998399571","https://openalex.org/W2003890325","https://openalex.org/W2016944307","https://openalex.org/W2024518622","https://openalex.org/W2043845271","https://openalex.org/W2057848726","https://openalex.org/W2061438946","https://openalex.org/W2096166399","https://openalex.org/W2121971770","https://openalex.org/W2134603844","https://openalex.org/W2144317842","https://openalex.org/W2152057649","https://openalex.org/W2152195021","https://openalex.org/W2169976759","https://openalex.org/W2173160820","https://openalex.org/W2232317135","https://openalex.org/W2289333180","https://openalex.org/W2290883490","https://openalex.org/W2317354861","https://openalex.org/W2541451878","https://openalex.org/W2594367445","https://openalex.org/W2657756487","https://openalex.org/W2738900493","https://openalex.org/W2742961367","https://openalex.org/W2807821935","https://openalex.org/W2890787084","https://openalex.org/W2894865050","https://openalex.org/W2919979744","https://openalex.org/W2927975789","https://openalex.org/W2938393691","https://openalex.org/W2952822558","https://openalex.org/W2964938317","https://openalex.org/W2997777902","https://openalex.org/W3003976313","https://openalex.org/W3033135512","https://openalex.org/W3035421993","https://openalex.org/W3040989605","https://openalex.org/W3041665714","https://openalex.org/W3041825527","https://openalex.org/W3041850017","https://openalex.org/W3045832254","https://openalex.org/W3047928395","https://openalex.org/W3049090132","https://openalex.org/W3080248826","https://openalex.org/W3100933494","https://openalex.org/W3106568878","https://openalex.org/W3113689553","https://openalex.org/W3114266307","https://openalex.org/W3132384190","https://openalex.org/W3132451580","https://openalex.org/W3143197996","https://openalex.org/W3148089430","https://openalex.org/W3158788987","https://openalex.org/W3158845577","https://openalex.org/W3159151987","https://openalex.org/W3164271353","https://openalex.org/W3171374279","https://openalex.org/W3177327711","https://openalex.org/W3180891084","https://openalex.org/W3185940647","https://openalex.org/W3188490036","https://openalex.org/W3188989848","https://openalex.org/W3190587719","https://openalex.org/W3194904024","https://openalex.org/W3196202912","https://openalex.org/W3197065975","https://openalex.org/W3201862471","https://openalex.org/W3204852338","https://openalex.org/W3206752413","https://openalex.org/W3209292513","https://openalex.org/W3215187011","https://openalex.org/W341879454","https://openalex.org/W414544266","https://openalex.org/W4200217342","https://openalex.org/W4205722673","https://openalex.org/W4205752277","https://openalex.org/W4205860452","https://openalex.org/W4206464561","https://openalex.org/W4210306814","https://openalex.org/W4210580280","https://openalex.org/W4213455586","https://openalex.org/W4220912501","https://openalex.org/W4224302037","https://openalex.org/W4225165893","https://openalex.org/W4226279318","https://openalex.org/W4226499541","https://openalex.org/W4281756816","https://openalex.org/W4283076847","https://openalex.org/W4283721511","https://openalex.org/W4293192770","https://openalex.org/W5848937"],"related_works":["https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W3005690382","https://openalex.org/W2607337308","https://openalex.org/W2557745602","https://openalex.org/W2553122398","https://openalex.org/W2140186469","https://openalex.org/W2067443264","https://openalex.org/W1955291487","https://openalex.org/W1523741643"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4391995161","counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2024-11-23T02:55:31.534501","created_date":"2024-02-22"}