{"id":"https://openalex.org/W1944866735","doi":"https://doi.org/10.1007/978-3-642-21566-7_8","title":"Sparse Functional Relevance Learning in Generalized Learning Vector Quantization","display_name":"Sparse Functional Relevance Learning in Generalized Learning Vector Quantization","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1944866735","doi":"https://doi.org/10.1007/978-3-642-21566-7_8","mag":"1944866735"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-21566-7_8","doi":"https://doi.org/10.1007/978-3-642-21566-7_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-21566-7_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W2498474625","display_name":"Advances in Self-Organizing Maps"},"type":"conference-paper","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/A5027248793","display_name":"Thomas Villmann","orcid":"https://orcid.org/0000-0001-6725-0141","observed_orcids":["https://orcid.org/0000-0001-6725-0141"]},"institutions":[{"id":"https://openalex.org/I116397343","display_name":"Hochschule Mittweida","ror":"https://ror.org/024ga3r86","country_code":"DE","type":"education","lineage":["https://openalex.org/I116397343"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Villmann","raw_affiliation_strings":["Dep. of Mathematics, Natural and Computer Sciences, University of Applied Sciences Mittweida, Technikumplatz 17, 09648, Mittweida, Germany","University of Applied Sciences Mittweida, Dep. of Mathematics, Natural and Computer Sciences, Mittweida, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Mathematics, Natural and Computer Sciences, University of Applied Sciences Mittweida, Technikumplatz 17, 09648, Mittweida, Germany","institution_ids":["https://openalex.org/I116397343"]},{"raw_affiliation_string":"University of Applied Sciences Mittweida, Dep. of Mathematics, Natural and Computer Sciences, Mittweida, Germany#TAB#","institution_ids":["https://openalex.org/I116397343"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069055844","display_name":"Marika K\u00e4stner","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I116397343","display_name":"Hochschule Mittweida","ror":"https://ror.org/024ga3r86","country_code":"DE","type":"education","lineage":["https://openalex.org/I116397343"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marika K\u00e4stner","raw_affiliation_strings":["Dep. of Mathematics, Natural and Computer Sciences, University of Applied Sciences Mittweida, Technikumplatz 17, 09648, Mittweida, Germany","University of Applied Sciences Mittweida, Dep. of Mathematics, Natural and Computer Sciences, Mittweida, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Mathematics, Natural and Computer Sciences, University of Applied Sciences Mittweida, Technikumplatz 17, 09648, Mittweida, Germany","institution_ids":["https://openalex.org/I116397343"]},{"raw_affiliation_string":"University of Applied Sciences Mittweida, Dep. of Mathematics, Natural and Computer Sciences, Mittweida, Germany#TAB#","institution_ids":["https://openalex.org/I116397343"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I116397343"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2647,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.41325267,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9272000193595886,"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":0.9272000193595886,"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/T12676","display_name":"Machine Learning and ELM","score":0.015200000256299973,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.007699999958276749,"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/learning-vector-quantization","display_name":"learning vector quantization","score":0.9369999766349792},{"id":"https://openalex.org/keywords/functional-data","display_name":"functional data","score":0.8769999742507935},{"id":"https://openalex.org/keywords/sparse-representation","display_name":"sparse representation","score":0.6019999980926514},{"id":"https://openalex.org/keywords/basis-functions","display_name":"basis functions","score":0.6729999780654907}],"concepts":[{"id":"https://openalex.org/C40567965","wikidata":"https://www.wikidata.org/wiki/Q1820283","display_name":"Learning vector quantization","level":3,"score":0.7214115858078003},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7058143615722656},{"id":"https://openalex.org/C27753989","wikidata":"https://www.wikidata.org/wiki/Q284885","display_name":"Superposition principle","level":2,"score":0.6977641582489014},{"id":"https://openalex.org/C199833920","wikidata":"https://www.wikidata.org/wiki/Q612536","display_name":"Vector quantization","level":2,"score":0.6746879816055298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6566111445426941},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.571864664554596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5386865139007568},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.42893338203430176},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37165141105651855},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36845362186431885},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34943753480911255},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.32038694620132446},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29499006271362305},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.06658554077148438},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-21566-7_8","doi":"https://doi.org/10.1007/978-3-642-21566-7_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-21566-7_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W294370321","https://openalex.org/W615088007","https://openalex.org/W1480708938","https://openalex.org/W1499630567","https://openalex.org/W1500455187","https://openalex.org/W1510073064","https://openalex.org/W1538021842","https://openalex.org/W1550888756","https://openalex.org/W1560724230","https://openalex.org/W1664167130","https://openalex.org/W1679913846","https://openalex.org/W1712368225","https://openalex.org/W1742512077","https://openalex.org/W1980767372","https://openalex.org/W1995496685","https://openalex.org/W2012530888","https://openalex.org/W2039434802","https://openalex.org/W2049736198","https://openalex.org/W2070009485","https://openalex.org/W2085811244","https://openalex.org/W2094150678","https://openalex.org/W2102108412","https://openalex.org/W2119942013","https://openalex.org/W2123749980","https://openalex.org/W2131253515","https://openalex.org/W2134146049","https://openalex.org/W2136944379","https://openalex.org/W2141317097","https://openalex.org/W2146077544","https://openalex.org/W2153675946","https://openalex.org/W2157590843","https://openalex.org/W2158667083","https://openalex.org/W2401138079","https://openalex.org/W3021359550","https://openalex.org/W3021971632"],"related_works":["https://openalex.org/W7047365519","https://openalex.org/W2157590843","https://openalex.org/W2148788663","https://openalex.org/W2274386229","https://openalex.org/W7037780767","https://openalex.org/W7098781704","https://openalex.org/W2963903335","https://openalex.org/W7099465672","https://openalex.org/W3044437498","https://openalex.org/W2576284020"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2016-06-24T00:00:00"}
