{"id":"https://openalex.org/W3134074277","doi":"https://doi.org/10.1007/s11063-024-11516-0","title":"Neural Generalization of Multiple Kernel Learning","display_name":"Neural Generalization of Multiple Kernel Learning","publication_year":2024,"publication_date":"2024-02-06","ids":{"openalex":"https://openalex.org/W3134074277","doi":"https://doi.org/10.1007/s11063-024-11516-0","mag":"3134074277"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-024-11516-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11516-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11516-0.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11516-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079590429","display_name":"Ahmad Navid Ghanizadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ahmad Navid Ghanizadeh","raw_affiliation_strings":["Department of Computer Science, Saarland University, Saarbr\u00fccken, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Saarland University, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070130628","display_name":"Kamaledin Ghiasi-Shirazi","orcid":"https://orcid.org/0000-0001-6043-1820"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Kamaledin Ghiasi-Shirazi","raw_affiliation_strings":["Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran"],"raw_orcid":"https://orcid.org/0000-0001-6043-1820","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069185272","display_name":"Reza Monsefi","orcid":"https://orcid.org/0000-0002-6434-5273"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Reza Monsefi","raw_affiliation_strings":["Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089268025","display_name":"Mohammadreza Qaraei","orcid":"https://orcid.org/0000-0003-3840-4724"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mohammadreza Qaraei","raw_affiliation_strings":["Department of Computer Science, Aalto University, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079590429"],"corresponding_institution_ids":["https://openalex.org/I91712215"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.9441,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77186524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"56","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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":0.9994000196456909,"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/T10057","display_name":"Face and Expression Recognition","score":0.9961000084877014,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9829999804496765,"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/generalization","display_name":"Generalization","score":0.7087207436561584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5872990489006042},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5170150995254517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4749317765235901},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4741869866847992},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40992096066474915},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3762660622596741},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35211825370788574},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.07464203238487244},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.05358955264091492}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7087207436561584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5872990489006042},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5170150995254517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4749317765235901},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4741869866847992},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40992096066474915},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3762660622596741},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35211825370788574},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.07464203238487244},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.05358955264091492}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11063-024-11516-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11516-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11516-0.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/126911","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/644b379b-ad01-44a0-ab25-592c4120289f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s11063-024-11516-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11516-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11516-0.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3134074277.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W79158146","https://openalex.org/W1540007258","https://openalex.org/W1560724230","https://openalex.org/W1915109052","https://openalex.org/W1945125930","https://openalex.org/W1967797949","https://openalex.org/W1990794790","https://openalex.org/W2031823405","https://openalex.org/W2034365297","https://openalex.org/W2104978738","https://openalex.org/W2109743529","https://openalex.org/W2112019442","https://openalex.org/W2112545207","https://openalex.org/W2123872146","https://openalex.org/W2127069950","https://openalex.org/W2130073327","https://openalex.org/W2137055149","https://openalex.org/W2144679311","https://openalex.org/W2144902422","https://openalex.org/W2145295623","https://openalex.org/W2154462399","https://openalex.org/W2154630456","https://openalex.org/W2163207321","https://openalex.org/W2164535072","https://openalex.org/W2167416974","https://openalex.org/W2171188027","https://openalex.org/W2171236972","https://openalex.org/W2212676342","https://openalex.org/W2399164823","https://openalex.org/W2538008885","https://openalex.org/W2538129186","https://openalex.org/W2587063199","https://openalex.org/W2766678531","https://openalex.org/W2787348029","https://openalex.org/W2809090039","https://openalex.org/W2891297252","https://openalex.org/W2903909270","https://openalex.org/W2962939986","https://openalex.org/W2963766931","https://openalex.org/W2964135722","https://openalex.org/W2964211601","https://openalex.org/W2985474597","https://openalex.org/W2996479480","https://openalex.org/W6600763685"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W2371138613","https://openalex.org/W2048963458","https://openalex.org/W43109613","https://openalex.org/W2359952343","https://openalex.org/W2080152487","https://openalex.org/W2239445980","https://openalex.org/W2995553446","https://openalex.org/W2120455979","https://openalex.org/W4200527723"],"abstract_inverted_index":{"Abstract":[0],"Multiple":[1,91],"Kernel":[2,92],"Learning":[3,93],"(MKL)":[4],"is":[5],"a":[6,29,66,74,87,102,119],"conventional":[7,98],"way":[8],"to":[9,33,39,55,101,127],"learn":[10,48],"the":[11,20,97,114],"kernel":[12,23],"function":[13],"in":[14],"kernel-based":[15],"methods.":[16,24],"MKL":[17,68,99,124],"algorithms":[18],"enhance":[19],"performance":[21],"of":[22,90],"However,":[25],"these":[26],"methods":[27],"have":[28],"lower":[30],"complexity":[31,121],"compared":[32],"deep":[34],"models":[35,46],"and":[36],"are":[37],"inferior":[38],"them":[40],"regarding":[41],"recognition":[42,129],"accuracy.":[43],"Deep":[44],"learning":[45],"can":[47,70],"complex":[49],"functions":[50],"by":[51],"applying":[52],"nonlinear":[53,107],"transformations":[54],"data":[56],"through":[57],"several":[58,132],"layers.":[59],"In":[60],"this":[61,83],"paper,":[62],"we":[63,85],"show":[64,112],"that":[65,113],"typical":[67],"algorithm":[69],"be":[71],"interpreted":[72],"as":[73],"one-layer":[75],"neural":[76,104],"network":[77,105],"with":[78,106],"linear":[79],"activation":[80,108],"functions.":[81,109],"By":[82],"interpretation,":[84],"propose":[86],"Neural":[88],"Generalization":[89],"(NGMKL),":[94],"which":[95,117],"extends":[96],"framework":[100],"multi-layer":[103],"Our":[110],"experiments":[111],"proposed":[115],"method,":[116],"has":[118],"higher":[120,128],"than":[122],"traditional":[123],"methods,":[125],"leads":[126],"accuracy":[130],"on":[131],"benchmarks.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
