{"id":"https://openalex.org/W3198035684","doi":"https://doi.org/10.1007/978-3-030-86334-0_38","title":"Bayesian Hyperparameter Optimization of Deep Neural Network Algorithms Based on Ant Colony Optimization","display_name":"Bayesian Hyperparameter Optimization of Deep Neural Network Algorithms Based on Ant Colony Optimization","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3198035684","doi":"https://doi.org/10.1007/978-3-030-86334-0_38","mag":"3198035684"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86334-0_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86334-0_38","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":"conference-paper","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/A5013404874","display_name":"Sinda Jlassi","orcid":null},"institutions":[{"id":"https://openalex.org/I55167344","display_name":"University of Kairouan","ror":"https://ror.org/024mpte60","country_code":"TN","type":"education","lineage":["https://openalex.org/I55167344"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Sinda Jlassi","raw_affiliation_strings":["Faculty of Sciences and Techniques of Sidi Bouzid, University of Kairouan, Kairouan, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Techniques of Sidi Bouzid, University of Kairouan, Kairouan, Tunisia","institution_ids":["https://openalex.org/I55167344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038431680","display_name":"Imen Jdey","orcid":"https://orcid.org/0000-0001-7937-941X"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I55167344","display_name":"University of Kairouan","ror":"https://ror.org/024mpte60","country_code":"TN","type":"education","lineage":["https://openalex.org/I55167344"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Imen Jdey","raw_affiliation_strings":["Faculty of Sciences and Techniques of Sidi Bouzid, University of Kairouan, Kairouan, Tunisia","REsearch Groups in Intelligent Machines, University of Sfax, National School of Engineers (ENIS), Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Techniques of Sidi Bouzid, University of Kairouan, Kairouan, Tunisia","institution_ids":["https://openalex.org/I55167344"]},{"raw_affiliation_string":"REsearch Groups in Intelligent Machines, University of Sfax, National School of Engineers (ENIS), Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089206286","display_name":"Hela Ltifi","orcid":"https://orcid.org/0000-0003-3953-1135"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I55167344","display_name":"University of Kairouan","ror":"https://ror.org/024mpte60","country_code":"TN","type":"education","lineage":["https://openalex.org/I55167344"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hela Ltifi","raw_affiliation_strings":["Faculty of Sciences and Techniques of Sidi Bouzid, University of Kairouan, Kairouan, Tunisia","REsearch Groups in Intelligent Machines, University of Sfax, National School of Engineers (ENIS), Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Techniques of Sidi Bouzid, University of Kairouan, Kairouan, Tunisia","institution_ids":["https://openalex.org/I55167344"]},{"raw_affiliation_string":"REsearch Groups in Intelligent Machines, University of Sfax, National School of Engineers (ENIS), Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038431680"],"corresponding_institution_ids":["https://openalex.org/I142899784","https://openalex.org/I55167344"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.319,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.8391755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"585","last_page":"594"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9990000128746033,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9990000128746033,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9936000108718872,"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/hyperparameter","display_name":"Hyperparameter","score":0.9077141284942627},{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.814642071723938},{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.8053375482559204},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7948147058486938},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6934244632720947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6376151442527771},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.5963931679725647},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5815629959106445},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4740205407142639},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"Hyperparameter optimization","score":0.42163020372390747}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.9077141284942627},{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.814642071723938},{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.8053375482559204},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7948147058486938},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6934244632720947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6376151442527771},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5963931679725647},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5815629959106445},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4740205407142639},{"id":"https://openalex.org/C10485038","wikidata":"https://www.wikidata.org/wiki/Q48996162","display_name":"Hyperparameter optimization","level":3,"score":0.42163020372390747},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-86334-0_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86334-0_38","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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W836056349","https://openalex.org/W1530490667","https://openalex.org/W1549036680","https://openalex.org/W1573676079","https://openalex.org/W1677182931","https://openalex.org/W1832693441","https://openalex.org/W2062961150","https://openalex.org/W2072128103","https://openalex.org/W2096733369","https://openalex.org/W2112796928","https://openalex.org/W2120615054","https://openalex.org/W2131241448","https://openalex.org/W2139701068","https://openalex.org/W2150341604","https://openalex.org/W2154929945","https://openalex.org/W2226783037","https://openalex.org/W2265127172","https://openalex.org/W2302255633","https://openalex.org/W2613718673","https://openalex.org/W2942621001","https://openalex.org/W2967663220","https://openalex.org/W2970792251","https://openalex.org/W2981111316","https://openalex.org/W2996585552","https://openalex.org/W3000070558","https://openalex.org/W3004447104","https://openalex.org/W3099206234","https://openalex.org/W4205947740","https://openalex.org/W4213308398","https://openalex.org/W4231109964","https://openalex.org/W4292083457","https://openalex.org/W6825816183"],"related_works":["https://openalex.org/W3169687406","https://openalex.org/W3206613651","https://openalex.org/W2200000192","https://openalex.org/W4286902601","https://openalex.org/W2395916875","https://openalex.org/W2906178137","https://openalex.org/W2405673391","https://openalex.org/W3103707007","https://openalex.org/W2963001956","https://openalex.org/W2782093256"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}