{"id":"https://openalex.org/W3128126870","doi":"https://doi.org/10.1145/3443467.3443823","title":"Hybrid mean impact value with nonnegative garrote for input variable selection of multi-layer perceptron","display_name":"Hybrid mean impact value with nonnegative garrote for input variable selection of multi-layer perceptron","publication_year":2020,"publication_date":"2020-11-06","ids":{"openalex":"https://openalex.org/W3128126870","doi":"https://doi.org/10.1145/3443467.3443823","mag":"3128126870"},"language":"en","primary_location":{"id":"doi:10.1145/3443467.3443823","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3443467.3443823","pdf_url":null,"source":{"id":"https://openalex.org/S4306523680","display_name":"Proceedings of the 2020 4th International Conference on Electronic Information Technology and Computer Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 4th International Conference on Electronic Information Technology and Computer Engineering","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/A5101986257","display_name":"Hongxun Wang","orcid":"https://orcid.org/0000-0002-1174-0675"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4391767754","display_name":"State Key Laboratory of Process Automation in Mining and Metallurgy","ror":"https://ror.org/05vmxhn52","country_code":null,"type":"facility","lineage":["https://openalex.org/I4210108870","https://openalex.org/I4391767754"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongxun Wang","raw_affiliation_strings":["School of Electrical Engineering and Automation, Qilu University of Technology (shandong Academy of sciences), Jinan, China, State Key Laboratory of Process Automation in Mining & Metallurgy ganization, Beijing, China, Beijing Key Laboratory of Process Automation in Mining & Metallurgy, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Automation, Qilu University of Technology (shandong Academy of sciences), Jinan, China, State Key Laboratory of Process Automation in Mining & Metallurgy ganization, Beijing, China, Beijing Key Laboratory of Process Automation in Mining & Metallurgy, Beijing, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4391767754"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073459998","display_name":"Fengying Ma","orcid":"https://orcid.org/0000-0002-3649-3113"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengying Ma","raw_affiliation_strings":["School of Electrical Engineering and Automation, Qilu University of Technology (shandong Academy of sciences), Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Automation, Qilu University of Technology (shandong Academy of sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066580707","display_name":"Kai Sun","orcid":"https://orcid.org/0000-0002-9482-470X"},"institutions":[{"id":"https://openalex.org/I4391767754","display_name":"State Key Laboratory of Process Automation in Mining and Metallurgy","ror":"https://ror.org/05vmxhn52","country_code":null,"type":"facility","lineage":["https://openalex.org/I4210108870","https://openalex.org/I4391767754"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Sun","raw_affiliation_strings":["School of Electrical Engineering and Automation, Qilu University of Technology (shandong Academy of sciences), Jinan, China, State Key Laboratory of Process Automation in Mining & Metallurgy ganization Beijing, China, Beijing Key Laboratory of Process Automation in Mining & Metallurgy Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Automation, Qilu University of Technology (shandong Academy of sciences), Jinan, China, State Key Laboratory of Process Automation in Mining & Metallurgy ganization Beijing, China, Beijing Key Laboratory of Process Automation in Mining & Metallurgy Beijing, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4391767754"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101986257"],"corresponding_institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4391767754"],"apc_list":null,"apc_paid":null,"fwci":0.1103,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44522349,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"616","last_page":"620"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9965000152587891,"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":0.9965000152587891,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9417999982833862,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9286999702453613,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.7473974227905273},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5633561611175537},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5513472557067871},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5478543639183044},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5130449533462524},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5003294944763184},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4762730002403259},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38260766863822937},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36450690031051636},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.35108789801597595},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34570926427841187},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29641038179397583}],"concepts":[{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.7473974227905273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5633561611175537},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5513472557067871},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5478543639183044},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5130449533462524},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5003294944763184},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4762730002403259},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38260766863822937},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36450690031051636},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.35108789801597595},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34570926427841187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29641038179397583},{"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:10.1145/3443467.3443823","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3443467.3443823","pdf_url":null,"source":{"id":"https://openalex.org/S4306523680","display_name":"Proceedings of the 2020 4th International Conference on Electronic Information Technology and Computer Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 4th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1964940105","https://openalex.org/W2006170764","https://openalex.org/W2057091322","https://openalex.org/W2071467620","https://openalex.org/W2108111227","https://openalex.org/W2168175751","https://openalex.org/W2176905824","https://openalex.org/W2316060816","https://openalex.org/W2561578800","https://openalex.org/W2570309338","https://openalex.org/W2605061423","https://openalex.org/W2735447725","https://openalex.org/W2770188460","https://openalex.org/W6600829110"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2136232598"],"abstract_inverted_index":{"In":[0],"the":[1,21,27,31,41,50,55,69,92],"paper,":[2],"a":[3],"new":[4],"adaptive":[5,35,76],"variable":[6,77],"selection":[7,78],"algorithm":[8,19,60,79,93],"for":[9],"nonlinear":[10],"regression":[11],"multi-layer":[12],"perceptron":[13],"(MLP)":[14],"is":[15,37,80],"proposed.":[16],"The":[17,58,73],"proposed":[18,59],"applies":[20],"nonnegative":[22],"garrote":[23],"(NNG)":[24],"to":[25,67],"shrink":[26],"input":[28],"weights":[29],"of":[30,54,75,85],"trained":[32],"MLP.":[33],"An":[34],"indicator":[36],"designed":[38],"by":[39,82],"introducing":[40],"mean":[42],"impact":[43],"value":[44],"(MIV)":[45],"algorithm,":[46],"which":[47],"can":[48],"improve":[49],"coefficient":[51],"shrinkage":[52,71],"efficiency":[53],"NNG":[56],"algorithm.":[57],"uses":[61],"cross-validation":[62],"and":[63,98],"Bayesian":[64],"information":[65],"criterion":[66],"calculate":[68],"optimal":[70],"parameter.":[72],"performance":[74],"demonstrated":[81],"an":[83],"example":[84],"artificial":[86],"dataset.":[87],"Simulation":[88],"results":[89],"show":[90],"that":[91],"has":[94],"better":[95],"model":[96],"accuracy":[97],"simplicity":[99],"than":[100],"other":[101],"state-of-art":[102],"algorithms.":[103]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}