{"id":"https://openalex.org/W2902267223","doi":"https://doi.org/10.1007/s00521-018-3897-z","title":"Semi-parametric training of autoencoders with Gaussian kernel smoothed topology learning neural networks","display_name":"Semi-parametric training of autoencoders with Gaussian kernel smoothed topology learning neural networks","publication_year":2018,"publication_date":"2018-11-29","ids":{"openalex":"https://openalex.org/W2902267223","doi":"https://doi.org/10.1007/s00521-018-3897-z","mag":"2902267223"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-018-3897-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-018-3897-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5081827307","display_name":"Zhiyang Xiang","orcid":"https://orcid.org/0000-0003-4081-9558"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I134626604","display_name":"Jiujiang University","ror":"https://ror.org/0066vpg85","country_code":"CN","type":"education","lineage":["https://openalex.org/I134626604"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyang Xiang","raw_affiliation_strings":["School of Information Science and Technology, Jiujiang University, Jiujiang, China","Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Jiujiang University, Jiujiang, China","institution_ids":["https://openalex.org/I134626604"]},{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073914391","display_name":"Changshou Deng","orcid":"https://orcid.org/0000-0001-5018-8345"},"institutions":[{"id":"https://openalex.org/I134626604","display_name":"Jiujiang University","ror":"https://ror.org/0066vpg85","country_code":"CN","type":"education","lineage":["https://openalex.org/I134626604"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changshou Deng","raw_affiliation_strings":["School of Information Science and Technology, Jiujiang University, Jiujiang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Jiujiang University, Jiujiang, China","institution_ids":["https://openalex.org/I134626604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070338601","display_name":"Xueting Xiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xueting Xiang","raw_affiliation_strings":["Haikou College of Ecnomics, Haikou, China"],"affiliations":[{"raw_affiliation_string":"Haikou College of Ecnomics, Haikou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057798567","display_name":"Mali Yu","orcid":"https://orcid.org/0000-0001-9911-3950"},"institutions":[{"id":"https://openalex.org/I134626604","display_name":"Jiujiang University","ror":"https://ror.org/0066vpg85","country_code":"CN","type":"education","lineage":["https://openalex.org/I134626604"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mali Yu","raw_affiliation_strings":["School of Information Science and Technology, Jiujiang University, Jiujiang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Jiujiang University, Jiujiang, China","institution_ids":["https://openalex.org/I134626604"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046927687","display_name":"Jing Xiong","orcid":"https://orcid.org/0000-0001-8872-5564"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Xiong","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046927687"],"corresponding_institution_ids":["https://openalex.org/I4210145761"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.1687,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61859473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"32","issue":"9","first_page":"4933","last_page":"4950"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9979000091552734,"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":0.9979000091552734,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9873999953269958,"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/T10057","display_name":"Face and Expression Recognition","score":0.9781000018119812,"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/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.7154703736305237},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7045148611068726},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6375617980957031},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5962910056114197},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5487020611763},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5295147895812988},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5097154974937439},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4933885633945465},{"id":"https://openalex.org/keywords/gaussian-function","display_name":"Gaussian function","score":0.48640894889831543},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.44213682413101196},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4250471889972687},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4134413003921509},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36892446875572205},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.35673612356185913},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3284558355808258},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.11676937341690063},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10709154605865479},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07131269574165344},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.061891376972198486},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.05698966979980469}],"concepts":[{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.7154703736305237},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7045148611068726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6375617980957031},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5962910056114197},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5487020611763},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5295147895812988},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5097154974937439},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4933885633945465},{"id":"https://openalex.org/C7218915","wikidata":"https://www.wikidata.org/wiki/Q1054475","display_name":"Gaussian function","level":3,"score":0.48640894889831543},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.44213682413101196},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4250471889972687},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4134413003921509},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36892446875572205},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.35673612356185913},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3284558355808258},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.11676937341690063},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10709154605865479},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07131269574165344},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.061891376972198486},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.05698966979980469},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-018-3897-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-018-3897-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7880836524","display_name":null,"funder_award_id":"61562047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1994476682","https://openalex.org/W2004707870","https://openalex.org/W2009155043","https://openalex.org/W2046079134","https://openalex.org/W2059230219","https://openalex.org/W2064769840","https://openalex.org/W2101234009","https://openalex.org/W2116825644","https://openalex.org/W2126422211","https://openalex.org/W2129905273","https://openalex.org/W2135306627","https://openalex.org/W2138754805","https://openalex.org/W2149608381","https://openalex.org/W2150159007","https://openalex.org/W2154029067","https://openalex.org/W2160218441","https://openalex.org/W2163605009","https://openalex.org/W2174112393","https://openalex.org/W2194345886","https://openalex.org/W2202505358","https://openalex.org/W2262208379","https://openalex.org/W2271840356","https://openalex.org/W2283721597","https://openalex.org/W2322112093","https://openalex.org/W2363932104","https://openalex.org/W2518500747","https://openalex.org/W2518509711","https://openalex.org/W2531370029","https://openalex.org/W2553687433","https://openalex.org/W2582444947","https://openalex.org/W2765579649","https://openalex.org/W2779400057","https://openalex.org/W2797602122","https://openalex.org/W2951004968","https://openalex.org/W4233014035","https://openalex.org/W4243863038"],"related_works":["https://openalex.org/W4220715471","https://openalex.org/W4295035285","https://openalex.org/W4200022986","https://openalex.org/W2963637926","https://openalex.org/W3130734945","https://openalex.org/W2019890371","https://openalex.org/W2048140462","https://openalex.org/W2089892314","https://openalex.org/W2375370983","https://openalex.org/W2011212036"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}