{"id":"https://openalex.org/W4387422831","doi":"https://doi.org/10.1007/s11334-023-00540-3","title":"Hyperparameter optimization for deep neural network models: a comprehensive study on methods and techniques","display_name":"Hyperparameter optimization for deep neural network models: a comprehensive study on methods and techniques","publication_year":2023,"publication_date":"2023-10-07","ids":{"openalex":"https://openalex.org/W4387422831","doi":"https://doi.org/10.1007/s11334-023-00540-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11334-023-00540-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11334-023-00540-3","pdf_url":null,"source":{"id":"https://openalex.org/S151239915","display_name":"Innovations in Systems and Software Engineering","issn_l":"1614-5046","issn":["1614-5046","1614-5054"],"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":"Innovations in Systems and Software Engineering","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/A5056631989","display_name":"Sunita Roy","orcid":"https://orcid.org/0000-0002-6631-5123"},"institutions":[{"id":"https://openalex.org/I106542073","display_name":"University of Calcutta","ror":"https://ror.org/01e7v7w47","country_code":"IN","type":"education","lineage":["https://openalex.org/I106542073"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sunita Roy","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Calcutta, JD-2, Sector-III, Salt Lake, Kolkata, West Bengal, 700106, India","Department of Computer Science and Engineering, University of Calcutta, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Calcutta, JD-2, Sector-III, Salt Lake, Kolkata, West Bengal, 700106, India","institution_ids":["https://openalex.org/I106542073"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Calcutta, Kolkata, India","institution_ids":["https://openalex.org/I106542073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046972181","display_name":"Ranjan Mehera","orcid":"https://orcid.org/0000-0002-3702-2911"},"institutions":[{"id":"https://openalex.org/I907500627","display_name":"Ashland (United States)","ror":"https://ror.org/006nxzf98","country_code":"US","type":"company","lineage":["https://openalex.org/I907500627"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ranjan Mehera","raw_affiliation_strings":["Anodot Inc., 20130 Lakeview Center Plaza, Suite 400, Ashburn, VA, 20147, USA","Anodot Inc., Ashburn, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anodot Inc., 20130 Lakeview Center Plaza, Suite 400, Ashburn, VA, 20147, USA","institution_ids":["https://openalex.org/I907500627"]},{"raw_affiliation_string":"Anodot Inc., Ashburn, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037279956","display_name":"Rajat Kumar Pal","orcid":"https://orcid.org/0000-0001-9838-6500"},"institutions":[{"id":"https://openalex.org/I106542073","display_name":"University of Calcutta","ror":"https://ror.org/01e7v7w47","country_code":"IN","type":"education","lineage":["https://openalex.org/I106542073"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajat Kumar Pal","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Calcutta, JD-2, Sector-III, Salt Lake, Kolkata, West Bengal, 700106, India","Department of Computer Science and Engineering, University of Calcutta, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Calcutta, JD-2, Sector-III, Salt Lake, Kolkata, West Bengal, 700106, India","institution_ids":["https://openalex.org/I106542073"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Calcutta, Kolkata, India","institution_ids":["https://openalex.org/I106542073"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079993367","display_name":"Samir Kumar Bandyopadhyay","orcid":"https://orcid.org/0000-0002-4868-3459"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Samir Kumar Bandyopadhyay","raw_affiliation_strings":["The Bhawanipur Education Society College, 5, Elgin Rd, Sreepally, Bhowanipore, Kolkata, West Bengal, 700020, India","The Bhawanipur Education Society College, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Bhawanipur Education Society College, 5, Elgin Rd, Sreepally, Bhowanipore, Kolkata, West Bengal, 700020, India","institution_ids":[]},{"raw_affiliation_string":"The Bhawanipur Education Society College, Kolkata, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056631989"],"corresponding_institution_ids":["https://openalex.org/I106542073"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":null,"fwci":4.0689,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.95086317,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"21","issue":"3","first_page":"789","last_page":"800"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9998000264167786,"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/T12535","display_name":"Machine Learning and Data Classification","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/T10036","display_name":"Advanced Neural Network Applications","score":0.9944999814033508,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9214868545532227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6889343857765198},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6864340901374817},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6551377773284912},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5911206007003784},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5303210616111755},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5072562098503113},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49009454250335693},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"Hyperparameter optimization","score":0.48239386081695557},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10227903723716736}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.9214868545532227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6889343857765198},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6864340901374817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6551377773284912},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5911206007003784},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5303210616111755},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5072562098503113},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49009454250335693},{"id":"https://openalex.org/C10485038","wikidata":"https://www.wikidata.org/wiki/Q48996162","display_name":"Hyperparameter optimization","level":3,"score":0.48239386081695557},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10227903723716736},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11334-023-00540-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11334-023-00540-3","pdf_url":null,"source":{"id":"https://openalex.org/S151239915","display_name":"Innovations in Systems and Software Engineering","issn_l":"1614-5046","issn":["1614-5046","1614-5054"],"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":"Innovations in Systems and Software Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W836056349","https://openalex.org/W2166107799","https://openalex.org/W2210969396","https://openalex.org/W2296242593","https://openalex.org/W2407212869","https://openalex.org/W2726140679","https://openalex.org/W2802235618","https://openalex.org/W2964322376","https://openalex.org/W3013690117","https://openalex.org/W3162885677","https://openalex.org/W3165613912","https://openalex.org/W3191950921","https://openalex.org/W4205222687","https://openalex.org/W4211116959","https://openalex.org/W4292582487","https://openalex.org/W4304188179","https://openalex.org/W4313414603","https://openalex.org/W4327522706","https://openalex.org/W4360619614","https://openalex.org/W6600002382","https://openalex.org/W6601926947","https://openalex.org/W6605124497","https://openalex.org/W6675667462"],"related_works":["https://openalex.org/W2953665647","https://openalex.org/W4205712847","https://openalex.org/W4281646320","https://openalex.org/W3169687406","https://openalex.org/W2954882791","https://openalex.org/W4388119537","https://openalex.org/W4287818966","https://openalex.org/W1974336862","https://openalex.org/W2602382373","https://openalex.org/W3198113463"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":7}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
