{"id":"https://openalex.org/W3157138611","doi":"https://doi.org/10.1007/978-3-030-75078-7_2","title":"The Application in Handwritten Digit Recognition of Deep Belief Network Based on Improved Genetic Algorithm","display_name":"The Application in Handwritten Digit Recognition of Deep Belief Network Based on Improved Genetic Algorithm","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3157138611","doi":"https://doi.org/10.1007/978-3-030-75078-7_2","mag":"3157138611"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-75078-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-75078-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"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":"Lecture Notes in Networks and Systems","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":null,"display_name":"Zhu Hong-Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163890","display_name":"Langfang Normal University","ror":"https://ror.org/05kyq2m47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163890"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhu Hong-Xia","raw_affiliation_strings":["College of Science, Langfang Normal College, Langfang, China"],"affiliations":[{"raw_affiliation_string":"College of Science, Langfang Normal College, Langfang, China","institution_ids":["https://openalex.org/I4210163890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069121594","display_name":"Xiuhua Lu","orcid":"https://orcid.org/0000-0002-6300-1313"},"institutions":[{"id":"https://openalex.org/I4210163890","display_name":"Langfang Normal University","ror":"https://ror.org/05kyq2m47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163890"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Xiu-Hua","raw_affiliation_strings":["College of Science, Langfang Normal College, Langfang, China"],"affiliations":[{"raw_affiliation_string":"College of Science, Langfang Normal College, Langfang, China","institution_ids":["https://openalex.org/I4210163890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032097996","display_name":"Zhu Hong-Ying","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhu Hong-Ying","raw_affiliation_strings":["School of Mechanical and Precision Instrument Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","School of Mechanical and Precision Instrument Engineering, Xi'an University of Technology, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Precision Instrument Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Mechanical and Precision Instrument Engineering, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210163890"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08631389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"10","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9934999942779541,"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"}},"topics":[{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9934999942779541,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9733999967575073,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.8141608834266663},{"id":"https://openalex.org/keywords/digit-recognition","display_name":"Digit recognition","score":0.6962341070175171},{"id":"https://openalex.org/keywords/numeral-system","display_name":"Numeral system","score":0.6931113600730896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6900634765625},{"id":"https://openalex.org/keywords/deep-belief-network","display_name":"Deep belief network","score":0.6253272891044617},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6091139316558838},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5732741355895996},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.556954562664032},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4603241980075836},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4060468375682831},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.36510246992111206},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3240628242492676},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30923837423324585}],"concepts":[{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.8141608834266663},{"id":"https://openalex.org/C2984784707","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Digit recognition","level":3,"score":0.6962341070175171},{"id":"https://openalex.org/C204160518","wikidata":"https://www.wikidata.org/wiki/Q122653","display_name":"Numeral system","level":2,"score":0.6931113600730896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6900634765625},{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.6253272891044617},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6091139316558838},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5732741355895996},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.556954562664032},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4603241980075836},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4060468375682831},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.36510246992111206},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3240628242492676},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30923837423324585}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-75078-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-75078-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"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":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1981364124","https://openalex.org/W2051123708","https://openalex.org/W2087613897","https://openalex.org/W2262905421"],"related_works":["https://openalex.org/W4319227030","https://openalex.org/W3009478205","https://openalex.org/W3177693432","https://openalex.org/W2911525106","https://openalex.org/W4386615253","https://openalex.org/W2950142175","https://openalex.org/W4383755781","https://openalex.org/W3000371668","https://openalex.org/W4300520298","https://openalex.org/W4291923922"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}