{"id":"https://openalex.org/W2739515809","doi":"https://doi.org/10.1155/2017/8709518","title":"Reordering Features with Weights Fusion in Multiclass and Multiple-Kernel Speech Emotion Recognition","display_name":"Reordering Features with Weights Fusion in Multiclass and Multiple-Kernel Speech Emotion Recognition","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2739515809","doi":"https://doi.org/10.1155/2017/8709518","mag":"2739515809"},"language":"en","primary_location":{"id":"doi:10.1155/2017/8709518","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/8709518","pdf_url":"http://downloads.hindawi.com/journals/jece/2017/8709518.pdf","source":{"id":"https://openalex.org/S174662166","display_name":"Journal of Electrical and Computer Engineering","issn_l":"2090-0147","issn":["2090-0147","2090-0155"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electrical and Computer Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://downloads.hindawi.com/journals/jece/2017/8709518.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070296163","display_name":"Xiaoqing Jiang","orcid":"https://orcid.org/0000-0002-6132-4805"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]},{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqing Jiang","raw_affiliation_strings":["School of Electronics and Information Engineering, Hebei University of Technology, Tianjin 300401, China","School of Information Science and Engineering, University of Jinan, Shandong, Jinan 250022, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Hebei University of Technology, Tianjin 300401, China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Shandong, Jinan 250022, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068081929","display_name":"Kewen Xia","orcid":"https://orcid.org/0000-0003-3968-481X"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kewen Xia","raw_affiliation_strings":["School of Electronics and Information Engineering, Hebei University of Technology, Tianjin 300401, China"],"raw_orcid":"https://orcid.org/0000-0003-3968-481X","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Hebei University of Technology, Tianjin 300401, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062843271","display_name":"Lingyin Wang","orcid":"https://orcid.org/0000-0002-8166-7653"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyin Wang","raw_affiliation_strings":["School of Information Science and Engineering, University of Jinan, Shandong, Jinan 250022, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Shandong, Jinan 250022, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100579835","display_name":"Yongliang Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I168673124","display_name":"Tianjin Chengjian University","ror":"https://ror.org/01d0bkz51","country_code":"CN","type":"education","lineage":["https://openalex.org/I168673124"]},{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongliang Lin","raw_affiliation_strings":["Information Construction and Management Center, Tianjin Chengjian University, Tianjin 300384, China","School of Electronics and Information Engineering, Hebei University of Technology, Tianjin 300401, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Construction and Management Center, Tianjin Chengjian University, Tianjin 300384, China","institution_ids":["https://openalex.org/I168673124"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Hebei University of Technology, Tianjin 300401, China","institution_ids":["https://openalex.org/I184843921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068081929"],"corresponding_institution_ids":["https://openalex.org/I184843921"],"apc_list":{"value":1400,"currency":"USD","value_usd":1400},"apc_paid":{"value":1400,"currency":"USD","value_usd":1400},"fwci":0.2346,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63952666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2017","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9901000261306763,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9639000296592712,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7103544473648071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6362189054489136},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5914886593818665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5690810680389404},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5521824359893799},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5489967465400696},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44108375906944275},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.44081997871398926}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7103544473648071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6362189054489136},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5914886593818665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5690810680389404},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5521824359893799},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5489967465400696},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44108375906944275},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.44081997871398926},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2017/8709518","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/8709518","pdf_url":"http://downloads.hindawi.com/journals/jece/2017/8709518.pdf","source":{"id":"https://openalex.org/S174662166","display_name":"Journal of Electrical and Computer Engineering","issn_l":"2090-0147","issn":["2090-0147","2090-0155"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electrical and Computer Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:56dd8b4d2ca54dc6b38bf2f045c2cd58","is_oa":false,"landing_page_url":"https://doaj.org/article/56dd8b4d2ca54dc6b38bf2f045c2cd58","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Electrical and Computer Engineering, Vol 2017 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2017/8709518","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/8709518","pdf_url":"http://downloads.hindawi.com/journals/jece/2017/8709518.pdf","source":{"id":"https://openalex.org/S174662166","display_name":"Journal of Electrical and Computer Engineering","issn_l":"2090-0147","issn":["2090-0147","2090-0155"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electrical and Computer Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1665831099","display_name":null,"funder_award_id":"61601198","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1714806813","display_name":null,"funder_award_id":"XKY1710","funder_id":"https://openalex.org/F4320322291","funder_display_name":"University of Jinan"},{"id":"https://openalex.org/G1853377880","display_name":null,"funder_award_id":"XKY1710","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2749493113","display_name":null,"funder_award_id":"61501204","funder_id":"https://openalex.org/F4320322291","funder_display_name":"University of Jinan"},{"id":"https://openalex.org/G27655367","display_name":null,"funder_award_id":"E2016202341","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4309212993","display_name":null,"funder_award_id":"E2016202341","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4419511597","display_name":null,"funder_award_id":"C2012003038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4492541139","display_name":null,"funder_award_id":"C2012003038","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4718163978","display_name":null,"funder_award_id":"ZR2015FL010","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G5903757927","display_name":null,"funder_award_id":"ZR2015FL010","funder_id":"https://openalex.org/F4320322291","funder_display_name":"University of Jinan"},{"id":"https://openalex.org/G6461452214","display_name":null,"funder_award_id":"E2016202341","funder_id":"https://openalex.org/F4320322291","funder_display_name":"University of Jinan"},{"id":"https://openalex.org/G7581798297","display_name":null,"funder_award_id":"61501204","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G764523969","display_name":null,"funder_award_id":"ZR2015FL010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7965694423","display_name":null,"funder_award_id":"61601198","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G8004424324","display_name":null,"funder_award_id":"XKY1710","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G8092676854","display_name":null,"funder_award_id":"61601198","funder_id":"https://openalex.org/F4320322291","funder_display_name":"University of Jinan"},{"id":"https://openalex.org/G8670294829","display_name":null,"funder_award_id":"61501204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G972180717","display_name":null,"funder_award_id":"C2012003038","funder_id":"https://openalex.org/F4320322291","funder_display_name":"University of Jinan"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322291","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2739515809.pdf","grobid_xml":"https://content.openalex.org/works/W2739515809.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1988581925","https://openalex.org/W1999377076","https://openalex.org/W2003837801","https://openalex.org/W2030739378","https://openalex.org/W2063767522","https://openalex.org/W2092489135","https://openalex.org/W2118561568","https://openalex.org/W2119387367","https://openalex.org/W2128171688","https://openalex.org/W2153720647","https://openalex.org/W2154053567","https://openalex.org/W2165580920","https://openalex.org/W2307825505","https://openalex.org/W3105524694"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"The":[0,35,89,109],"selection":[1],"of":[2,56,86,93,115,124],"feature":[3,33,60,79,119,126],"subset":[4,61,120],"is":[5,25,72,100],"a":[6,17],"crucial":[7],"aspect":[8],"in":[9,74,83,97,117],"speech":[10],"emotion":[11,75],"recognition":[12,91,135],"problem.":[13],"In":[14],"this":[15],"paper,":[16],"Reordering":[18],"Features":[19],"with":[20,62,102],"Weights":[21],"Fusion":[22],"(RFWF)":[23],"algorithm":[24,37],"proposed":[26],"for":[27,128],"selecting":[28],"more":[29],"effective":[30],"and":[31,45,49,52,121],"compact":[32],"subset.":[34],"RFWF":[36,116],"fuses":[38],"the":[39,42,54,87,94,113,122,133],"weights":[40],"reflecting":[41],"relevance,":[43],"complementarity,":[44],"redundancy":[46],"between":[47],"features":[48,57,105],"classes":[50],"comprehensively":[51],"implements":[53],"reordering":[55],"to":[58],"construct":[59],"excellent":[63],"emotional":[64],"recognizability.":[65],"A":[66],"binary-tree":[67],"structured":[68],"multiple-kernel":[69],"SVM":[70],"classifier":[71],"adopted":[73],"recognition.":[76],"And":[77],"different":[78,84,125],"subsets":[80,127],"are":[81],"selected":[82,106],"nodes":[85],"classifier.":[88],"highest":[90],"accuracy":[92],"five":[95],"emotions":[96,130],"Berlin":[98],"database":[99],"90.549%":[101],"only":[103],"15":[104],"by":[107],"RFWF.":[108],"experimental":[110],"results":[111],"show":[112],"effectiveness":[114],"building":[118],"utilization":[123],"specified":[129],"can":[131],"improve":[132],"overall":[134],"performance.":[136]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}