{"id":"https://openalex.org/W4296051389","doi":"https://doi.org/10.1007/s00521-022-07775-4","title":"A novel hybrid multilayer perceptron neural network with improved grey wolf optimizer","display_name":"A novel hybrid multilayer perceptron neural network with improved grey wolf optimizer","publication_year":2022,"publication_date":"2022-09-16","ids":{"openalex":"https://openalex.org/W4296051389","doi":"https://doi.org/10.1007/s00521-022-07775-4"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-022-07775-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07775-4","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-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/A5005444104","display_name":"Osman Altay","orcid":"https://orcid.org/0000-0003-3989-2432"},"institutions":[{"id":"https://openalex.org/I16748637","display_name":"Manisa Celal Bayar University","ror":"https://ror.org/053f2w588","country_code":"TR","type":"education","lineage":["https://openalex.org/I16748637"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Osman Altay","raw_affiliation_strings":["Department of Software Engineering, Celal Bayar University, Manisa, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Celal Bayar University, Manisa, Turkey","institution_ids":["https://openalex.org/I16748637"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013640755","display_name":"Elif Varol Altay","orcid":"https://orcid.org/0000-0001-8087-2754"},"institutions":[{"id":"https://openalex.org/I16748637","display_name":"Manisa Celal Bayar University","ror":"https://ror.org/053f2w588","country_code":"TR","type":"education","lineage":["https://openalex.org/I16748637"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Elif Varol Altay","raw_affiliation_strings":["Department of Software Engineering, Celal Bayar University, Manisa, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-8087-2754","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Celal Bayar University, Manisa, Turkey","institution_ids":["https://openalex.org/I16748637"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005444104"],"corresponding_institution_ids":["https://openalex.org/I16748637"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":6.7978,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.97277651,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"35","issue":"1","first_page":"529","last_page":"556"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9952999949455261,"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":0.9952999949455261,"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":0.9872000217437744,"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":0.9865999817848206,"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/backpropagation","display_name":"Backpropagation","score":0.6847540140151978},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6765317916870117},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.667670726776123},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6547368764877319},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.572536051273346},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.570931613445282},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5686200261116028},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.5510030388832092},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.45652642846107483},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.43727782368659973},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3651009202003479},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3537309765815735},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3308963179588318}],"concepts":[{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.6847540140151978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6765317916870117},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.667670726776123},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6547368764877319},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.572536051273346},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.570931613445282},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5686200261116028},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.5510030388832092},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.45652642846107483},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.43727782368659973},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3651009202003479},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3537309765815735},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3308963179588318},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-022-07775-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07775-4","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1529965533","https://openalex.org/W1557199452","https://openalex.org/W1857789879","https://openalex.org/W1969172576","https://openalex.org/W2002302337","https://openalex.org/W2030374688","https://openalex.org/W2033731173","https://openalex.org/W2050044094","https://openalex.org/W2056646884","https://openalex.org/W2061438946","https://openalex.org/W2070448096","https://openalex.org/W2096166399","https://openalex.org/W2102184039","https://openalex.org/W2109189741","https://openalex.org/W2110576630","https://openalex.org/W2112488896","https://openalex.org/W2125121527","https://openalex.org/W2130459697","https://openalex.org/W2156773695","https://openalex.org/W2158344125","https://openalex.org/W2168294619","https://openalex.org/W2292633882","https://openalex.org/W2541011702","https://openalex.org/W2553852618","https://openalex.org/W2732796807","https://openalex.org/W2778726590","https://openalex.org/W2885191712","https://openalex.org/W2890937966","https://openalex.org/W2933176268","https://openalex.org/W2949161208","https://openalex.org/W2998030008","https://openalex.org/W3003745590","https://openalex.org/W3021068195","https://openalex.org/W3024935023","https://openalex.org/W3037755158","https://openalex.org/W3082319905","https://openalex.org/W3087215080","https://openalex.org/W3087652231","https://openalex.org/W3090873304","https://openalex.org/W3094920651","https://openalex.org/W3104761907","https://openalex.org/W3137745396","https://openalex.org/W3138991738","https://openalex.org/W3213059358","https://openalex.org/W4241727697"],"related_works":["https://openalex.org/W4386939572","https://openalex.org/W2115605526","https://openalex.org/W3093883775","https://openalex.org/W1539246760","https://openalex.org/W2786746258","https://openalex.org/W4225893763","https://openalex.org/W2788727425","https://openalex.org/W4226299596","https://openalex.org/W2405196115","https://openalex.org/W2104893957"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":19}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
