{"id":"https://openalex.org/W3036761806","doi":"https://doi.org/10.1016/j.neucom.2020.06.039","title":"DWS-MKL: Depth-width-scaling multiple kernel learning for data classification","display_name":"DWS-MKL: Depth-width-scaling multiple kernel learning for data classification","publication_year":2020,"publication_date":"2020-06-16","ids":{"openalex":"https://openalex.org/W3036761806","doi":"https://doi.org/10.1016/j.neucom.2020.06.039","mag":"3036761806"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2020.06.039","doi":"https://doi.org/10.1016/j.neucom.2020.06.039","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2020.06.039","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5045848793","display_name":"Tingting Wang","orcid":"https://orcid.org/0000-0002-7605-4860","observed_orcids":["https://orcid.org/0000-0002-7605-4860","https://orcid.org/0000-0002-8319-8424"]},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Wang","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, Heilongjiang 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, Heilongjiang 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070555846","display_name":"Huayou Su","orcid":"https://orcid.org/0000-0002-3587-0917","observed_orcids":["https://orcid.org/0000-0002-3587-0917"]},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huayou Su","raw_affiliation_strings":["School of Computer Science and Technology, National University of Defense, Changsha, Hunan 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, National University of Defense, Changsha, Hunan 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050960882","display_name":"Junbao Li","orcid":"https://orcid.org/0000-0003-3988-3675","observed_orcids":["https://orcid.org/0000-0003-3988-3675"]},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junbao Li","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, Heilongjiang 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, Heilongjiang 150001, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050960882"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":{"value":2400,"currency":"USD","value_usd":2400},"apc_paid":null,"fwci":0.6693,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.71459524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"411","issue":null,"first_page":"455","last_page":"467"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.8217999935150146,"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/T12676","display_name":"Machine Learning and ELM","score":0.8217999935150146,"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/T10320","display_name":"Neural Networks and Applications","score":0.08889999985694885,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.0284000001847744,"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/multiple-kernel-learning","display_name":"multiple kernel learning","score":0.7210000157356262},{"id":"https://openalex.org/keywords/kernel-methods","display_name":"kernel methods","score":0.6399999856948853},{"id":"https://openalex.org/keywords/adaptive-network-architecture","display_name":"adaptive network structure","score":0.6959999799728394},{"id":"https://openalex.org/keywords/generalization-performance","display_name":"generalization performance","score":0.6949999928474426},{"id":"https://openalex.org/keywords/mnist-classification","display_name":"MNIST classification","score":0.5450000166893005}],"concepts":[{"id":"https://openalex.org/C2776879701","wikidata":"https://www.wikidata.org/wiki/Q25048660","display_name":"Multiple kernel learning","level":4,"score":0.849590003490448},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.757422924041748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7390091419219971},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7254695296287537},{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.6817625761032104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6178867220878601},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6116839647293091},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5545620918273926},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.534343421459198},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4400041699409485},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.41625523567199707},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4001181125640869},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.3913309872150421},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3108161389827728},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17039164900779724},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.1503501534461975},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2020.06.039","doi":"https://doi.org/10.1016/j.neucom.2020.06.039","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2020.06.039","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3875869881","display_name":null,"funder_award_id":"61671170","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G636228840","display_name":null,"funder_award_id":"2018CAST33","funder_id":"https://openalex.org/F4320326497","funder_display_name":"China Academy of Space Technology"},{"id":"https://openalex.org/G6763706296","display_name":null,"funder_award_id":"61872085","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"},{"id":"https://openalex.org/F4320324150","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11"},{"id":"https://openalex.org/F4320326497","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59"},{"id":"https://openalex.org/F4320328844","display_name":"China Electronics Technology Group Corporation","ror":"https://ror.org/0098hst83"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1490308602","https://openalex.org/W1560724230","https://openalex.org/W1563088657","https://openalex.org/W1600006923","https://openalex.org/W1675973698","https://openalex.org/W1914219707","https://openalex.org/W1945125930","https://openalex.org/W1967170228","https://openalex.org/W1999693420","https://openalex.org/W2031823405","https://openalex.org/W2043182541","https://openalex.org/W2046862341","https://openalex.org/W2048041841","https://openalex.org/W2060166505","https://openalex.org/W2065897648","https://openalex.org/W2097117768","https://openalex.org/W2100031962","https://openalex.org/W2105732805","https://openalex.org/W2106503792","https://openalex.org/W2115390216","https://openalex.org/W2117866949","https://openalex.org/W2127069950","https://openalex.org/W2132333011","https://openalex.org/W2137055149","https://openalex.org/W2149298154","https://openalex.org/W2150772522","https://openalex.org/W2154462399","https://openalex.org/W2158001550","https://openalex.org/W2161592627","https://openalex.org/W2163605009","https://openalex.org/W2164535072","https://openalex.org/W2167608136","https://openalex.org/W2168029744","https://openalex.org/W2171188027","https://openalex.org/W2194775991","https://openalex.org/W2505720795","https://openalex.org/W2551683770","https://openalex.org/W2558026684","https://openalex.org/W2561964848","https://openalex.org/W2613634265","https://openalex.org/W2622869899","https://openalex.org/W2790182932","https://openalex.org/W2890813593","https://openalex.org/W2893830906","https://openalex.org/W2904176920","https://openalex.org/W2913590008","https://openalex.org/W2913668833","https://openalex.org/W2913783817","https://openalex.org/W2939459869","https://openalex.org/W2962843773","https://openalex.org/W2964169082","https://openalex.org/W2965052154","https://openalex.org/W2979173318","https://openalex.org/W4234552385","https://openalex.org/W4239510810","https://openalex.org/W4252566574","https://openalex.org/W4301409532","https://openalex.org/W6602628784","https://openalex.org/W6629712293","https://openalex.org/W6661425395"],"related_works":["https://openalex.org/W3154707168","https://openalex.org/W2551683770","https://openalex.org/W1967170228","https://openalex.org/W1945125930","https://openalex.org/W2505720795","https://openalex.org/W3087532277","https://openalex.org/W2919114247","https://openalex.org/W3134074277","https://openalex.org/W3157258318","https://openalex.org/W2137055149"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2020-06-25T00:00:00"}
