{"id":"https://openalex.org/W3116132802","doi":"https://doi.org/10.1145/3393822.3432313","title":"Constructing Neural Networks by Extending the Optimization Field","display_name":"Constructing Neural Networks by Extending the Optimization Field","publication_year":2020,"publication_date":"2020-11-06","ids":{"openalex":"https://openalex.org/W3116132802","doi":"https://doi.org/10.1145/3393822.3432313","mag":"3116132802"},"language":"en","primary_location":{"id":"doi:10.1145/3393822.3432313","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3393822.3432313","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3393822.3432313","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 European Symposium on Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3393822.3432313","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100339832","display_name":"Wenyuan Zhang","orcid":"https://orcid.org/0000-0002-7287-6883"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenyuan Zhang","raw_affiliation_strings":["Huazhong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100339832"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1788296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"175","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9894000291824341,"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":0.9894000291824341,"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9848999977111816,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6430999040603638},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5787736773490906},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5418568253517151},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27171948552131653},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11484366655349731}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6430999040603638},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5787736773490906},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5418568253517151},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27171948552131653},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11484366655349731},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3393822.3432313","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3393822.3432313","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3393822.3432313","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 European Symposium on Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3393822.3432313","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3393822.3432313","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3393822.3432313","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 European Symposium on Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3116132802.pdf","grobid_xml":"https://content.openalex.org/works/W3116132802.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1686810756","https://openalex.org/W2097117768","https://openalex.org/W2102605133","https://openalex.org/W2112796928","https://openalex.org/W2395611524","https://openalex.org/W2963446712"],"related_works":["https://openalex.org/W2386387936","https://openalex.org/W2371931285","https://openalex.org/W2386655577","https://openalex.org/W2366703348","https://openalex.org/W2363925548","https://openalex.org/W1565599962","https://openalex.org/W2349824439","https://openalex.org/W2394320620","https://openalex.org/W1569192976","https://openalex.org/W4285791909"],"abstract_inverted_index":{"The":[0,54],"performance":[1,33,108],"of":[2,14,25,86,109,115],"the":[3,11,15,23,26,32,40,65,74,81,84,107,113],"neural":[4,16,61,102,110],"network":[5,62],"is":[6,20,34,43,57],"not":[7],"unilaterally":[8],"increased":[9],"with":[10,112],"training":[12,27,116],"parameters":[13,24,71],"network,":[17],"and":[18,31,44,72,89],"it":[19],"possible":[21],"that":[22,104],"ground":[28],"become":[29],"more":[30],"degraded.":[35],"This":[36],"paper":[37,82,94],"explains":[38,83],"what":[39],"optimization":[41,67,76],"field":[42,68],"proposes":[45,96],"a":[46,60,97],"new":[47,55,75,98],"way":[48],"to":[49,58],"solve":[50],"this":[51,79,93],"degradation":[52],"problem.":[53],"method":[56,99],"built":[59],"which":[63],"includes":[64],"previous":[66],"while":[69],"adding":[70],"extends":[73],"field.":[77],"From":[78],"point,":[80],"excellence":[85],"Inception,":[87],"ResNet":[88],"DenseNet":[90],"networks.":[91],"Furthermore,":[92],"also":[95],"for":[100],"constructing":[101],"networks":[103,111],"can":[105],"improve":[106],"increase":[114],"parameters.":[117]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
