{"id":"https://openalex.org/W2083397249","doi":"https://doi.org/10.1016/j.neucom.2011.11.029","title":"Functional relevance learning in generalized learning vector quantization","display_name":"Functional relevance learning in generalized learning vector quantization","publication_year":2012,"publication_date":"2012-03-30","ids":{"openalex":"https://openalex.org/W2083397249","doi":"https://doi.org/10.1016/j.neucom.2011.11.029","mag":"2083397249"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2011.11.029","doi":"https://doi.org/10.1016/j.neucom.2011.11.029","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neucom.2011.11.029","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0925231212001889","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":true,"oa_status":"bronze","oa_url":"https://www.sciencedirect.com/science/article/pii/S0925231212001889","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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":["University of Applied Sciences Mittweida, Computational Intelligence Group, Technikumplatz 17, 09648 Mittweida, Germany","University of Applied Sciences Mittweida, Computational Intelligence Group, Technikumplatz 17, 09648 Mittweida, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Mittweida, Computational Intelligence Group, Technikumplatz 17, 09648 Mittweida, Germany","institution_ids":["https://openalex.org/I116397343"]},{"raw_affiliation_string":"University of Applied Sciences Mittweida, Computational Intelligence Group, Technikumplatz 17, 09648 Mittweida, Germany#TAB#","institution_ids":["https://openalex.org/I116397343"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091180862","display_name":"Barbara Hammer","orcid":"https://orcid.org/0000-0002-0935-5591","observed_orcids":["https://orcid.org/0000-0002-0935-5591"]},"institutions":[{"id":"https://openalex.org/I20121455","display_name":"Bielefeld University","ror":"https://ror.org/02hpadn98","country_code":"DE","type":"education","lineage":["https://openalex.org/I20121455"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Barbara Hammer","raw_affiliation_strings":["University Bielefeld, Center of Excellence - Cognitive Interaction Technology CITEC, Universit\u00e4tsstrasse 21-23, 33615 Bielefeld, Germany","University Bielefeld, Center of Excellence - Cognitive Interaction Technology CITEC, Universit\u00e4tsstrasse 21-23, 33615 Bielefeld, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Bielefeld, Center of Excellence - Cognitive Interaction Technology CITEC, Universit\u00e4tsstrasse 21-23, 33615 Bielefeld, Germany","institution_ids":["https://openalex.org/I20121455"]},{"raw_affiliation_string":"University Bielefeld, Center of Excellence - Cognitive Interaction Technology CITEC, Universit\u00e4tsstrasse 21-23, 33615 Bielefeld, Germany#TAB#","institution_ids":["https://openalex.org/I20121455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083548477","display_name":"Michael L. Biehl","orcid":"https://orcid.org/0000-0001-5148-4568","observed_orcids":["https://orcid.org/0000-0001-5148-4568"]},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Michael Biehl","raw_affiliation_strings":["University of Groningen, Johann Bernoulli Institute for Mathematics and Computer Science, P.O. Box 407, 9700 AK Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Groningen, Johann Bernoulli Institute for Mathematics and Computer Science, P.O. Box 407, 9700 AK Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"last","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":true,"raw_author_name":"Thomas Villmann","raw_affiliation_strings":["University of Applied Sciences Mittweida, Computational Intelligence Group, Technikumplatz 17, 09648 Mittweida, Germany","University of Applied Sciences Mittweida, Computational Intelligence Group, Technikumplatz 17, 09648 Mittweida, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Mittweida, Computational Intelligence Group, Technikumplatz 17, 09648 Mittweida, Germany","institution_ids":["https://openalex.org/I116397343"]},{"raw_affiliation_string":"University of Applied Sciences Mittweida, Computational Intelligence Group, Technikumplatz 17, 09648 Mittweida, Germany#TAB#","institution_ids":["https://openalex.org/I116397343"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027248793"],"corresponding_institution_ids":["https://openalex.org/I116397343"],"apc_list":{"value":2670,"currency":"USD","value_usd":2670},"apc_paid":null,"fwci":6.3843,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.96812486,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":99},"biblio":{"volume":"90","issue":null,"first_page":"85","last_page":"95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9804999828338623,"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":0.9804999828338623,"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":0.012400000356137753,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/relevance-learning","display_name":"relevance learning","score":0.8949999809265137},{"id":"https://openalex.org/keywords/learning-vector-quantization","display_name":"learning vector quantization","score":0.9129999876022339},{"id":"https://openalex.org/keywords/functional-data","display_name":"functional data","score":0.8100000023841858},{"id":"https://openalex.org/keywords/basis-functions","display_name":"basis functions","score":0.7350000143051147},{"id":"https://openalex.org/keywords/regularization","display_name":"regularization","score":0.7009999752044678},{"id":"https://openalex.org/keywords/sparse-modeling","display_name":"sparse models","score":0.7369999885559082},{"id":"https://openalex.org/keywords/feature-weighting","display_name":"feature weighting","score":0.6679999828338623},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.8899999856948853},{"id":"https://openalex.org/keywords/classification","display_name":"classification","score":0.503000020980835}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7263351678848267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6123309135437012},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.592879056930542},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5859516859054565},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5478453636169434},{"id":"https://openalex.org/C50292564","wikidata":"https://www.wikidata.org/wiki/Q2462783","display_name":"Computational learning theory","level":3,"score":0.534652829170227},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.5133423209190369},{"id":"https://openalex.org/C40567965","wikidata":"https://www.wikidata.org/wiki/Q1820283","display_name":"Learning vector quantization","level":3,"score":0.49398452043533325},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.4386644959449768},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4242202639579773},{"id":"https://openalex.org/C199833920","wikidata":"https://www.wikidata.org/wiki/Q612536","display_name":"Vector quantization","level":2,"score":0.390766441822052},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.35837411880493164},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2760275900363922},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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":6,"locations":[{"id":"doi:10.1016/j.neucom.2011.11.029","doi":"https://doi.org/10.1016/j.neucom.2011.11.029","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neucom.2011.11.029","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0925231212001889","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"},{"id":"pmh:oai:pure.rug.nl:openaire/35fb4d6b-3283-4a76-9f08-e87cd7d38eb2","doi":null,"is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/35fb4d6b-3283-4a76-9f08-e87cd7d38eb2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"K\u00e4stner, M, Hammer, B, Biehl, M & Villmann, T 2012, 'Functional relevance learning in generalized learning vector quantization', Neurocomputing, vol. 90, pp. 85-95. https://doi.org/10.1016/j.neucom.2011.11.029","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.300.9170","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.300.9170","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.rug.nl/biehl/Preprints/2012-gfrlvq-preprint.pdf","raw_type":"text"},{"id":"pmh:oai:pub.librecat.org:2509858","doi":null,"is_oa":false,"landing_page_url":"https://pub.uni-bielefeld.de/record/2509858","pdf_url":null,"source":{"id":"https://openalex.org/S4306401671","display_name":"PUB \u2013 Publications at Bielefeld University (Bielefeld University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kaestner M, Hammer B, Biehl M, Villmann T. Functional relevance learning in generalized learning vector quantization. &lt;em&gt;Neurocomputing&lt;/em&gt;. 2012;90:85-95.","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pub.uni-bielefeld.de:2509858","doi":null,"is_oa":false,"landing_page_url":"https://pub.uni-bielefeld.de/record/2509858","pdf_url":null,"source":{"id":"https://openalex.org/S4306401624","display_name":"Publikationen an der Universit\u00e4t Bielefeld (Universit\u00e4t Bielefeld)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kaestner M, Hammer B, Biehl M, Villmann T. Functional relevance learning in generalized learning vector quantization. &lt;em&gt;Neurocomputing&lt;/em&gt;. 2012;90:85-95.","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:rug:oai:pure.rug.nl:publications/35fb4d6b-3283-4a76-9f08-e87cd7d38eb2","doi":null,"is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/35fb4d6b-3283-4a76-9f08-e87cd7d38eb2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neurocomputing, 90, 85 - 95. ELSEVIER SCIENCE BV","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.neucom.2011.11.029","doi":"https://doi.org/10.1016/j.neucom.2011.11.029","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neucom.2011.11.029","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0925231212001889","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"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2083397249.pdf","grobid_xml":"https://content.openalex.org/works/W2083397249.grobid-xml"},"referenced_works_count":34,"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/W1550888756","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/W2134146049","https://openalex.org/W2136944379","https://openalex.org/W2141317097","https://openalex.org/W2146077544","https://openalex.org/W2157590843","https://openalex.org/W2158667083","https://openalex.org/W2531017273","https://openalex.org/W3021971632","https://openalex.org/W3119651796","https://openalex.org/W4213327935","https://openalex.org/W4249190976","https://openalex.org/W6812347517"],"related_works":["https://openalex.org/W1944866735","https://openalex.org/W2157590843","https://openalex.org/W2148788663","https://openalex.org/W2274386229","https://openalex.org/W2073461240","https://openalex.org/W2963903335","https://openalex.org/W7098781704","https://openalex.org/W7099465672","https://openalex.org/W2959815030","https://openalex.org/W2094150678"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":7}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
