{"id":"https://openalex.org/W2940787027","doi":"https://doi.org/10.1007/978-3-030-16841-4_5","title":"Dropout for Recurrent Neural Networks","display_name":"Dropout for Recurrent Neural Networks","publication_year":2019,"publication_date":"2019-04-02","ids":{"openalex":"https://openalex.org/W2940787027","doi":"https://doi.org/10.1007/978-3-030-16841-4_5","mag":"2940787027"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-16841-4_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16841-4_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Neural Networks Society","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/A5040191178","display_name":"Nathan Watt","orcid":"https://orcid.org/0000-0002-7181-1287"},"institutions":[{"id":"https://openalex.org/I99712911","display_name":"Nelson Mandela University","ror":"https://ror.org/03r1jm528","country_code":"ZA","type":"education","lineage":["https://openalex.org/I99712911"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Nathan Watt","raw_affiliation_strings":["Nelson Mandela University, Port Elizabeth, 6031, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nelson Mandela University, Port Elizabeth, 6031, South Africa","institution_ids":["https://openalex.org/I99712911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066510346","display_name":"Mathys C. du Plessis","orcid":"https://orcid.org/0000-0002-9187-3960"},"institutions":[{"id":"https://openalex.org/I99712911","display_name":"Nelson Mandela University","ror":"https://ror.org/03r1jm528","country_code":"ZA","type":"education","lineage":["https://openalex.org/I99712911"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Mathys C. du Plessis","raw_affiliation_strings":["Nelson Mandela University, Port Elizabeth, 6031, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nelson Mandela University, Port Elizabeth, 6031, South Africa","institution_ids":["https://openalex.org/I99712911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99712911"],"apc_list":null,"apc_paid":null,"fwci":1.1025,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.79448404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"38","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991000294685364,"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":0.9991000294685364,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9904999732971191,"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/dropout","display_name":"Dropout (neural networks)","score":0.9216527938842773},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7606214880943298},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7330173850059509},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.6667237877845764},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6253567934036255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6170257329940796},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5595730543136597},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.5339704155921936},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46299347281455994},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.45978572964668274},{"id":"https://openalex.org/keywords/types-of-artificial-neural-networks","display_name":"Types of artificial neural networks","score":0.4224441349506378}],"concepts":[{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.9216527938842773},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7606214880943298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7330173850059509},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.6667237877845764},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6253567934036255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6170257329940796},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5595730543136597},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.5339704155921936},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46299347281455994},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.45978572964668274},{"id":"https://openalex.org/C177973122","wikidata":"https://www.wikidata.org/wiki/Q7860946","display_name":"Types of artificial neural networks","level":4,"score":0.4224441349506378},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-16841-4_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16841-4_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Neural Networks Society","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1408639475","https://openalex.org/W2064675550","https://openalex.org/W2095705004","https://openalex.org/W2250539671","https://openalex.org/W2900118263","https://openalex.org/W2963266340","https://openalex.org/W6818579058"],"related_works":["https://openalex.org/W2524120878","https://openalex.org/W2890297197","https://openalex.org/W2373874059","https://openalex.org/W4385254110","https://openalex.org/W2109916967","https://openalex.org/W3094631814","https://openalex.org/W1538606284","https://openalex.org/W2101697354","https://openalex.org/W3206636855","https://openalex.org/W1538193578"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}