{"id":"https://openalex.org/W2006626130","doi":"https://doi.org/10.1007/s00521-005-0467-y","title":"Revisiting squared-error and cross-entropy functions for training neural network classifiers","display_name":"Revisiting squared-error and cross-entropy functions for training neural network classifiers","publication_year":2005,"publication_date":"2005-07-13","ids":{"openalex":"https://openalex.org/W2006626130","doi":"https://doi.org/10.1007/s00521-005-0467-y","mag":"2006626130"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-005-0467-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-005-0467-y","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/A5091243950","display_name":"Douglas Kline","orcid":null},"institutions":[{"id":"https://openalex.org/I153901656","display_name":"University of North Carolina Wilmington","ror":"https://ror.org/02t0qr014","country_code":"US","type":"education","lineage":["https://openalex.org/I153901656"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Douglas M. Kline","raw_affiliation_strings":["Cameron School of Business, University of North Carolina, Wilmington, NC, USA","Cameron School of Business, University of North Carolina, Wilmington, NC, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Cameron School of Business, University of North Carolina, Wilmington, NC, USA","institution_ids":["https://openalex.org/I153901656"]},{"raw_affiliation_string":"Cameron School of Business, University of North Carolina, Wilmington, NC, USA#TAB#","institution_ids":["https://openalex.org/I153901656"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051648863","display_name":"Victor L. Berardi","orcid":null},"institutions":[{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]},{"id":"https://openalex.org/I172901346","display_name":"St Petersburg University","ror":"https://ror.org/023znxa73","country_code":"RU","type":"education","lineage":["https://openalex.org/I172901346"]}],"countries":["RU","US"],"is_corresponding":false,"raw_author_name":"Victor L. Berardi","raw_affiliation_strings":["Graduate School of Management, Kent State University, Kent, OH, 44221, USA","Graduate School of Management, Kent State University, 44221, Kent, OH, USA"],"affiliations":[{"raw_affiliation_string":"Graduate School of Management, Kent State University, Kent, OH, 44221, USA","institution_ids":["https://openalex.org/I149910238"]},{"raw_affiliation_string":"Graduate School of Management, Kent State University, 44221, Kent, OH, USA","institution_ids":["https://openalex.org/I172901346"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5091243950"],"corresponding_institution_ids":["https://openalex.org/I153901656"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":234,"citation_normalized_percentile":{"value":0.10688131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"14","issue":"4","first_page":"310","last_page":"318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9797000288963318,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7639666795730591},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.7556073665618896},{"id":"https://openalex.org/keywords/cross-entropy","display_name":"Cross entropy","score":0.6334366202354431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5302778482437134},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.5223718285560608},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.48545175790786743},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.457100510597229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4538423418998718},{"id":"https://openalex.org/keywords/mean-squared-prediction-error","display_name":"Mean squared prediction error","score":0.43120405077934265},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3956441879272461},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3663267195224762},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2531587481498718}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7639666795730591},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.7556073665618896},{"id":"https://openalex.org/C167981619","wikidata":"https://www.wikidata.org/wiki/Q1685498","display_name":"Cross entropy","level":3,"score":0.6334366202354431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5302778482437134},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.5223718285560608},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.48545175790786743},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.457100510597229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4538423418998718},{"id":"https://openalex.org/C167085575","wikidata":"https://www.wikidata.org/wiki/Q6803654","display_name":"Mean squared prediction error","level":2,"score":0.43120405077934265},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3956441879272461},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3663267195224762},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2531587481498718},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/s00521-005-0467-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-005-0467-y","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":23,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1510014385","https://openalex.org/W1554663460","https://openalex.org/W1667165204","https://openalex.org/W1980501707","https://openalex.org/W1988115241","https://openalex.org/W2009784977","https://openalex.org/W2020246210","https://openalex.org/W2074937451","https://openalex.org/W2084134149","https://openalex.org/W2103496339","https://openalex.org/W2108959409","https://openalex.org/W2118496821","https://openalex.org/W2128033389","https://openalex.org/W2132666354","https://openalex.org/W2143195354","https://openalex.org/W2149967315","https://openalex.org/W2151058089","https://openalex.org/W2163775772","https://openalex.org/W2480854834","https://openalex.org/W2766736793","https://openalex.org/W3017143921","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W2102148524","https://openalex.org/W4390638272","https://openalex.org/W2314720829","https://openalex.org/W2472237121","https://openalex.org/W2621951291","https://openalex.org/W4319441652","https://openalex.org/W4295442786","https://openalex.org/W4385577504","https://openalex.org/W2974739419","https://openalex.org/W2994927414"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":24},{"year":2021,"cited_by_count":34},{"year":2020,"cited_by_count":25},{"year":2019,"cited_by_count":22},{"year":2018,"cited_by_count":18},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
