{"id":"https://openalex.org/W2972862903","doi":"https://doi.org/10.1007/978-3-030-30484-3_17","title":"A Novel Modification on the Levenberg-Marquardt Algorithm for Avoiding Overfitting in Neural Network Training","display_name":"A Novel Modification on the Levenberg-Marquardt Algorithm for Avoiding Overfitting in Neural Network Training","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2972862903","doi":"https://doi.org/10.1007/978-3-030-30484-3_17","mag":"2972862903"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-30484-3_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-30484-3_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5043039547","display_name":"Serdar \u0130plik\u00e7i","orcid":"https://orcid.org/0000-0003-3806-1442"},"institutions":[{"id":"https://openalex.org/I48843708","display_name":"Pamukkale University","ror":"https://ror.org/01etz1309","country_code":"TR","type":"education","lineage":["https://openalex.org/I48843708"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Serdar Iplikci","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Kinikli Campus, Pamukkale University, Denizli, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-3806-1442","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Kinikli Campus, Pamukkale University, Denizli, Turkey","institution_ids":["https://openalex.org/I48843708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087371333","display_name":"Batuhan Bilgi","orcid":"https://orcid.org/0000-0002-7546-2344"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Batuhan Bilgi","raw_affiliation_strings":["Akg\u00fcn Electrical and Electronics Engineering Company, Denizli, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-7546-2344","affiliations":[{"raw_affiliation_string":"Akg\u00fcn Electrical and Electronics Engineering Company, Denizli, Turkey","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053145313","display_name":"Ali Menemen","orcid":"https://orcid.org/0000-0001-5013-2691"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ali Menemen","raw_affiliation_strings":["Akg\u00fcn Electrical and Electronics Engineering Company, Denizli, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-5013-2691","affiliations":[{"raw_affiliation_string":"Akg\u00fcn Electrical and Electronics Engineering Company, Denizli, Turkey","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091463591","display_name":"Bedr\u0131 Baht\u0131yar","orcid":"https://orcid.org/0000-0002-8679-095X"},"institutions":[{"id":"https://openalex.org/I48843708","display_name":"Pamukkale University","ror":"https://ror.org/01etz1309","country_code":"TR","type":"education","lineage":["https://openalex.org/I48843708"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Bedri Bahtiyar","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Kinikli Campus, Pamukkale University, Denizli, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-8679-095X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Kinikli Campus, Pamukkale University, Denizli, Turkey","institution_ids":["https://openalex.org/I48843708"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043039547"],"corresponding_institution_ids":["https://openalex.org/I48843708"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5508,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69083947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"201","last_page":"207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998000264167786,"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":0.9998000264167786,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9896000027656555,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9896000027656555,"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/overfitting","display_name":"Overfitting","score":0.9854152202606201},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7849684953689575},{"id":"https://openalex.org/keywords/levenberg\u2013marquardt-algorithm","display_name":"Levenberg\u2013Marquardt algorithm","score":0.7249292135238647},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.7028181552886963},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6126120686531067},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.6009867191314697},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5731756687164307},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5647603273391724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5559438467025757},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.4827265441417694},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4611523449420929},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4592542350292206},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.4116055369377136}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.9854152202606201},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7849684953689575},{"id":"https://openalex.org/C87578567","wikidata":"https://www.wikidata.org/wiki/Q1426494","display_name":"Levenberg\u2013Marquardt algorithm","level":3,"score":0.7249292135238647},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.7028181552886963},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6126120686531067},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.6009867191314697},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5731756687164307},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5647603273391724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5559438467025757},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.4827265441417694},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4611523449420929},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4592542350292206},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.4116055369377136},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-30484-3_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-30484-3_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1825077972","https://openalex.org/W1974283773","https://openalex.org/W2006410600","https://openalex.org/W2030214786","https://openalex.org/W2115864385","https://openalex.org/W2143956139","https://openalex.org/W2160166502","https://openalex.org/W2334600178"],"related_works":["https://openalex.org/W3208882810","https://openalex.org/W2972862903","https://openalex.org/W3099765033","https://openalex.org/W4288419306","https://openalex.org/W2921259037","https://openalex.org/W2970699417","https://openalex.org/W4388103534","https://openalex.org/W4312531262","https://openalex.org/W2987302549","https://openalex.org/W3019226033"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
