{"id":"https://openalex.org/W2095410975","doi":"https://doi.org/10.1109/ijcnn.2013.6706732","title":"Classificability-regulated self-organizing map using restricted RBF","display_name":"Classificability-regulated self-organizing map using restricted RBF","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2095410975","doi":"https://doi.org/10.1109/ijcnn.2013.6706732","mag":"2095410975"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2013.6706732","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2013.6706732","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2013 International Joint Conference on Neural Networks (IJCNN)","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/A5072759330","display_name":"Pitoyo Hartono","orcid":"https://orcid.org/0000-0002-2807-6002"},"institutions":[{"id":"https://openalex.org/I98940699","display_name":"Chukyo University","ror":"https://ror.org/04ajrmg05","country_code":"JP","type":"education","lineage":["https://openalex.org/I98940699"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Pitoyo Hartono","raw_affiliation_strings":["School of Engineering, Chukyo University, Nagoya, Japan","Sch. of Eng., Chukyo Univ., Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Chukyo University, Nagoya, Japan","institution_ids":["https://openalex.org/I98940699"]},{"raw_affiliation_string":"Sch. of Eng., Chukyo Univ., Nagoya, Japan","institution_ids":["https://openalex.org/I98940699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088920905","display_name":"Thomas Trappenberg","orcid":"https://orcid.org/0000-0002-6144-8963"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]},{"id":"https://openalex.org/I98940699","display_name":"Chukyo University","ror":"https://ror.org/04ajrmg05","country_code":"JP","type":"education","lineage":["https://openalex.org/I98940699"]}],"countries":["CA","JP"],"is_corresponding":false,"raw_author_name":"Thomas Trappenberg","raw_affiliation_strings":["School of Engineering, Chukyo University, Nagoya, Japan","Fac. of Comput. Sci., Dalhousie Univ., Halifax, NS, Canada#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Chukyo University, Nagoya, Japan","institution_ids":["https://openalex.org/I98940699"]},{"raw_affiliation_string":"Fac. of Comput. Sci., Dalhousie Univ., Halifax, NS, Canada#TAB#","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072759330"],"corresponding_institution_ids":["https://openalex.org/I98940699"],"apc_list":null,"apc_paid":null,"fwci":3.3663,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92780339,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9782000184059143,"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/T13579","display_name":"Image and Video Stabilization","score":0.9772999882698059,"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/radial-basis-function","display_name":"Radial basis function","score":0.7269306182861328},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7219735383987427},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.6710247993469238},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6480199098587036},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6408716440200806},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.591625988483429},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4696561396121979},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.44112372398376465},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43998983502388},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.4188793897628784},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2775135338306427}],"concepts":[{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.7269306182861328},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7219735383987427},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.6710247993469238},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6480199098587036},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6408716440200806},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.591625988483429},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4696561396121979},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.44112372398376465},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43998983502388},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.4188793897628784},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2775135338306427},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2013.6706732","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2013.6706732","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2013 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W597336070","https://openalex.org/W1575869149","https://openalex.org/W2009240858","https://openalex.org/W2076745239","https://openalex.org/W2115394511","https://openalex.org/W2121410397","https://openalex.org/W2143956139","https://openalex.org/W2154642048","https://openalex.org/W2171277043","https://openalex.org/W4214717370","https://openalex.org/W6617991650","https://openalex.org/W6634324808"],"related_works":["https://openalex.org/W2034551444","https://openalex.org/W2023416609","https://openalex.org/W3110577345","https://openalex.org/W1844640764","https://openalex.org/W2051216975","https://openalex.org/W2982550593","https://openalex.org/W2946235959","https://openalex.org/W2157934879","https://openalex.org/W4234515837","https://openalex.org/W2370830768"],"abstract_inverted_index":{"In":[0],"this":[1,53],"paper,":[2],"we":[3],"propose":[4],"a":[5,23,34,79],"hierarchical":[6,80],"neural":[7,81],"network":[8],"similar":[9],"to":[10,56],"the":[11,41,60,65,69,72,75],"Radial":[12],"Basis":[13],"Function":[14],"(RBF)":[15],"Network.":[16],"The":[17,49],"proposed":[18],"Restricted":[19],"RBF":[20],"(rRBF)":[21],"executes":[22],"neighborhood-restricted":[24],"activation":[25],"function":[26],"for":[27],"its":[28,46],"hidden":[29],"neurons":[30],"and":[31,58,67,74],"consequently":[32],"generates":[33],"unique":[35],"topological":[36],"map,":[37],"which":[38],"differs":[39],"from":[40],"conventional":[42],"Self-Organizing":[43],"Map,":[44],"in":[45,64],"internal":[47],"layer.":[48],"primary":[50],"objective":[51],"of":[52,62,78],"study":[54,59],"is":[55],"visualize":[57],"emergence":[61],"order":[63,73],"structure":[66],"investigate":[68],"relation":[70],"between":[71],"learning":[76],"performance":[77],"network.":[82]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}