{"id":"https://openalex.org/W2580977989","doi":"https://doi.org/10.1007/s10489-016-0882-z","title":"A new hybrid constructive neural network method for impacting and its application on tungsten price prediction","display_name":"A new hybrid constructive neural network method for impacting and its application on tungsten price prediction","publication_year":2017,"publication_date":"2017-01-29","ids":{"openalex":"https://openalex.org/W2580977989","doi":"https://doi.org/10.1007/s10489-016-0882-z","mag":"2580977989"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-016-0882-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-016-0882-z","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/A5047660471","display_name":"Muzhou Hou","orcid":"https://orcid.org/0000-0001-6658-2187"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hou Muzhou","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021589604","display_name":"Taohua Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Taohua","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109363286","display_name":"Yang Yunlei","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yunlei","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhu Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhu Hao","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liu Hongjuan","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Hongjuan","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111888009","display_name":"Yuan Xiugui","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Xiugui","raw_affiliation_strings":["Institute of Engineering Modeling and Scientific Computing, Central South University, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"Institute of Engineering Modeling and Scientific Computing, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":null,"display_name":"Liu Xinge","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Xinge","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5047660471"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.238,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.86127544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"47","issue":"1","first_page":"28","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10736","display_name":"Hydrogen embrittlement and corrosion behaviors in metals","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/2506","display_name":"Metals and Alloys"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11126","display_name":"Metallurgical Processes and Thermodynamics","score":0.9728999733924866,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/overfitting","display_name":"Overfitting","score":0.7737792730331421},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7656395435333252},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.7341947555541992},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6386532783508301},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5544940233230591},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4914315938949585},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.47387075424194336},{"id":"https://openalex.org/keywords/discontinuity","display_name":"Discontinuity (linguistics)","score":0.46421077847480774},{"id":"https://openalex.org/keywords/function-approximation","display_name":"Function approximation","score":0.45448777079582214},{"id":"https://openalex.org/keywords/piecewise","display_name":"Piecewise","score":0.43822985887527466},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.4374406933784485},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4196082353591919},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32795536518096924},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18855351209640503},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.10149836540222168}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7737792730331421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7656395435333252},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.7341947555541992},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6386532783508301},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5544940233230591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4914315938949585},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.47387075424194336},{"id":"https://openalex.org/C2777042112","wikidata":"https://www.wikidata.org/wiki/Q5281658","display_name":"Discontinuity (linguistics)","level":2,"score":0.46421077847480774},{"id":"https://openalex.org/C91873725","wikidata":"https://www.wikidata.org/wiki/Q3445816","display_name":"Function approximation","level":3,"score":0.45448777079582214},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.43822985887527466},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.4374406933784485},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4196082353591919},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32795536518096924},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18855351209640503},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.10149836540222168},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-016-0882-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-016-0882-z","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1530216100","display_name":null,"funder_award_id":"61375063","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":55,"referenced_works":["https://openalex.org/W85898607","https://openalex.org/W243107523","https://openalex.org/W1489213177","https://openalex.org/W1538967293","https://openalex.org/W1569512666","https://openalex.org/W1600000501","https://openalex.org/W1622484071","https://openalex.org/W1847227825","https://openalex.org/W1966820249","https://openalex.org/W1976203183","https://openalex.org/W1987781552","https://openalex.org/W1988518729","https://openalex.org/W2010611103","https://openalex.org/W2017974708","https://openalex.org/W2034637379","https://openalex.org/W2035403469","https://openalex.org/W2035530690","https://openalex.org/W2051671655","https://openalex.org/W2052429958","https://openalex.org/W2074472353","https://openalex.org/W2074790379","https://openalex.org/W2078228628","https://openalex.org/W2085692898","https://openalex.org/W2089455490","https://openalex.org/W2096789154","https://openalex.org/W2103496339","https://openalex.org/W2104330778","https://openalex.org/W2106304233","https://openalex.org/W2106390255","https://openalex.org/W2110242546","https://openalex.org/W2113062149","https://openalex.org/W2113173487","https://openalex.org/W2113442785","https://openalex.org/W2116322539","https://openalex.org/W2122040390","https://openalex.org/W2123010170","https://openalex.org/W2123649031","https://openalex.org/W2124776405","https://openalex.org/W2127245615","https://openalex.org/W2127390588","https://openalex.org/W2134603844","https://openalex.org/W2139248288","https://openalex.org/W2141008975","https://openalex.org/W2149651625","https://openalex.org/W2153635508","https://openalex.org/W2155482907","https://openalex.org/W2158247472","https://openalex.org/W2158581396","https://openalex.org/W2159686326","https://openalex.org/W2167038379","https://openalex.org/W2167287735","https://openalex.org/W2170003605","https://openalex.org/W2187281534","https://openalex.org/W2505993275","https://openalex.org/W3157119928"],"related_works":["https://openalex.org/W4387635650","https://openalex.org/W2160166502","https://openalex.org/W2888635693","https://openalex.org/W3036075344","https://openalex.org/W2066360887","https://openalex.org/W2124643891","https://openalex.org/W2110098766","https://openalex.org/W1589342126","https://openalex.org/W2058895704","https://openalex.org/W2020488014"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}