{"id":"https://openalex.org/W1622359310","doi":"https://doi.org/10.1109/icinfa.2015.7279393","title":"WASD neuronet prediction for China's population","display_name":"WASD neuronet prediction for China's population","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1622359310","doi":"https://doi.org/10.1109/icinfa.2015.7279393","mag":"1622359310"},"language":"en","primary_location":{"id":"doi:10.1109/icinfa.2015.7279393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icinfa.2015.7279393","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Information and Automation","raw_type":"proceedings-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/A5053064477","display_name":"Yunong Zhang","orcid":"https://orcid.org/0000-0002-2228-0395"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunong Zhang","raw_affiliation_strings":["School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou 510006, China","SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China","Ministry of Education, Key Laboratory of Autonomous Systems and Networked Control, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou 510006, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Autonomous Systems and Networked Control, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060203223","display_name":"Jianxi Liu","orcid":"https://orcid.org/0000-0002-6394-600X"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxi Liu","raw_affiliation_strings":["School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou 510006, China","SYSU-CMU Shunde International Joint Research Institute, Shunde, China","Ministry of Education, Key Laboratory of Autonomous Systems and Networked Control, Guangzhou, China","School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou 510006, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Autonomous Systems and Networked Control, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101653102","display_name":"Xiaogang Yan","orcid":"https://orcid.org/0000-0001-9253-5114"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaogang Yan","raw_affiliation_strings":["School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou 510006, China","SYSU-CMU Shunde International Joint Research Institute, Shunde, China","Ministry of Education, Key Laboratory of Autonomous Systems and Networked Control, Guangzhou, China","School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou 510006, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Autonomous Systems and Networked Control, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029739746","display_name":"Binbin Qiu","orcid":"https://orcid.org/0000-0002-9932-3306"},"institutions":[{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binbin Qiu","raw_affiliation_strings":["School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou 510006, China","Ministry of Education, Key Laboratory of Autonomous Systems and Networked Control, Guangzhou, China","SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou 510006, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Autonomous Systems and Networked Control, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050408240","display_name":"Tianjian Qiao","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210129003","display_name":"SYSU-CMU International Joint Research Institute","ror":"https://ror.org/02w30ae27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129003"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianjian Qiao","raw_affiliation_strings":["School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou 510006, China","Ministry of Education, Key Laboratory of Autonomous Systems and Networked Control, Guangzhou, China","SYSU-CMU Shunde International Joint Research Institute, Shunde, China","School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou 510006, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Autonomous Systems and Networked Control, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"SYSU-CMU Shunde International Joint Research Institute, Shunde, China","institution_ids":["https://openalex.org/I4210129003","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Information Science and Technology, Sun Yat-sen University (SYSU), Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5053064477"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I157773358","https://openalex.org/I4210129003"],"apc_list":null,"apc_paid":null,"fwci":0.8167,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76751319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"797","last_page":"802"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.8385000228881836,"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"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.8385000228881836,"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/T12011","display_name":"Insurance, Mortality, Demography, Risk Management","score":0.8312000036239624,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.8349554538726807},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.700485348701477},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5383307933807373},{"id":"https://openalex.org/keywords/publication","display_name":"Publication","score":0.5311920046806335},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45440950989723206},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2573930025100708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2168310284614563},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.20442858338356018},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19489115476608276},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.09623745083808899}],"concepts":[{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.8349554538726807},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.700485348701477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5383307933807373},{"id":"https://openalex.org/C41458344","wikidata":"https://www.wikidata.org/wiki/Q732577","display_name":"Publication","level":2,"score":0.5311920046806335},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45440950989723206},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2573930025100708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2168310284614563},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.20442858338356018},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19489115476608276},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.09623745083808899},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icinfa.2015.7279393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icinfa.2015.7279393","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Information and Automation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1533782275","https://openalex.org/W1538983967","https://openalex.org/W1969332015","https://openalex.org/W2009009684","https://openalex.org/W2024975768","https://openalex.org/W2045508278","https://openalex.org/W2123843446","https://openalex.org/W2127283736","https://openalex.org/W2154644254","https://openalex.org/W2155889930","https://openalex.org/W2801946987","https://openalex.org/W7070764418"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2350270224","https://openalex.org/W2354620178","https://openalex.org/W600967366","https://openalex.org/W3128275854","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2383989146","https://openalex.org/W2376932109","https://openalex.org/W2347801125"],"abstract_inverted_index":{"As":[0],"one":[1],"of":[2,11,26,34,55,88,96,107,112],"the":[3,8,12,24,35,38,62,85,94,110,116,120],"most":[4,33],"important":[5,57],"factors":[6,50],"influencing":[7],"development":[9],"potential":[10],"country,":[13],"China's":[14,27,113,123],"population":[15,28,86,114,124],"attracts":[16],"considerable":[17],"attention.":[18],"Some":[19],"official":[20],"organizations":[21],"regularly":[22],"publish":[23],"predictions":[25,36],"every":[29],"calendar":[30],"year.":[31],"However,":[32],"use":[37],"standard":[39],"cohort-component":[40],"method,":[41],"which":[42],"does":[43],"not":[44],"allow":[45],"for":[46,84,109],"all":[47],"relevant":[48],"impact":[49],"and":[51,100],"may":[52],"lose":[53],"sight":[54],"some":[56],"uncertainty":[58],"factors.":[59],"To":[60],"overcome":[61],"aforementioned":[63],"limitations,":[64],"in":[65,115],"this":[66],"paper,":[67],"we":[68],"present":[69],"a":[70,80,130],"3-layer":[71],"feedforward":[72],"neuronet":[73],"(i.e.,":[74],"neural":[75],"network)":[76],"approach":[77,99],"equipped":[78],"with":[79,129],"weights-and-structuredetermination":[81],"(WASD)":[82],"algorithm":[83],"prediction":[87],"China.":[89],"Numerical":[90],"experiments":[91],"further":[92],"substantiate":[93],"feasibility":[95],"such":[97],"an":[98],"indicate":[101],"that":[102],"there":[103],"are":[104],"three":[105],"kinds":[106],"possibilities":[108],"progress":[111],"next":[117],"decade.":[118],"With":[119],"highest":[121],"possibility,":[122],"will":[125],"keep":[126],"continual":[127],"increase":[128],"gentle":[131],"growth":[132],"rate.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}