{"id":"https://openalex.org/W1489088698","doi":"https://doi.org/10.1007/978-3-540-87536-9_59","title":"Matrix Learning for Topographic Neural Maps","display_name":"Matrix Learning for Topographic Neural Maps","publication_year":2008,"publication_date":"2008-09-05","ids":{"openalex":"https://openalex.org/W1489088698","doi":"https://doi.org/10.1007/978-3-540-87536-9_59","mag":"1489088698"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-87536-9_59","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-87536-9_59","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,"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"},"type":"book-chapter","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/A5043112665","display_name":"Banchar Arnonkijpanich","orcid":"https://orcid.org/0000-0002-8586-6916"},"institutions":[{"id":"https://openalex.org/I179193067","display_name":"Khon Kaen University","ror":"https://ror.org/03cq4gr50","country_code":"TH","type":"education","lineage":["https://openalex.org/I179193067"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Banchar Arnonkijpanich","raw_affiliation_strings":["Faculty of Science, Department of Mathematics, Khon Kaen University, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science, Department of Mathematics, Khon Kaen University, Thailand","institution_ids":["https://openalex.org/I179193067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091180862","display_name":"Barbara Hammer","orcid":"https://orcid.org/0000-0002-0935-5591"},"institutions":[{"id":"https://openalex.org/I43980791","display_name":"Clausthal University of Technology","ror":"https://ror.org/04qb8nc58","country_code":"DE","type":"education","lineage":["https://openalex.org/I43980791"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Barbara Hammer","raw_affiliation_strings":["Department of Computer Science, Clausthal University of Technology, Germany","Department of Computer Science, Clausthal University of Technology, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Clausthal University of Technology, Germany","institution_ids":["https://openalex.org/I43980791"]},{"raw_affiliation_string":"Department of Computer Science, Clausthal University of Technology, Germany#TAB#","institution_ids":["https://openalex.org/I43980791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009507800","display_name":"Alexander Hasenfu\u00df","orcid":null},"institutions":[{"id":"https://openalex.org/I43980791","display_name":"Clausthal University of Technology","ror":"https://ror.org/04qb8nc58","country_code":"DE","type":"education","lineage":["https://openalex.org/I43980791"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Hasenfuss","raw_affiliation_strings":["Department of Computer Science, Clausthal University of Technology, Germany","Department of Computer Science, Clausthal University of Technology, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Clausthal University of Technology, Germany","institution_ids":["https://openalex.org/I43980791"]},{"raw_affiliation_string":"Department of Computer Science, Clausthal University of Technology, Germany#TAB#","institution_ids":["https://openalex.org/I43980791"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038009786","display_name":"Chidchanok Lursinsap","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Chidchanok Lursinsap","raw_affiliation_strings":["Department of Mathematics, Chulalongkorn University, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Chulalongkorn University, Thailand","institution_ids":["https://openalex.org/I158708052"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1134,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76803023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"572","last_page":"582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9779999852180481,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9739999771118164,"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/computer-science","display_name":"Computer science","score":0.655580461025238},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.630180299282074},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5411412715911865},{"id":"https://openalex.org/keywords/neural-gas","display_name":"Neural gas","score":0.5328360795974731},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.5302607417106628},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.5255340933799744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49371179938316345},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.48388704657554626},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4782751500606537},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.4700157940387726},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45550110936164856},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4387488067150116},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.4321008324623108},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3891640305519104},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.09986430406570435}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.655580461025238},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.630180299282074},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5411412715911865},{"id":"https://openalex.org/C90322556","wikidata":"https://www.wikidata.org/wiki/Q1981169","display_name":"Neural gas","level":4,"score":0.5328360795974731},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.5302607417106628},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.5255340933799744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49371179938316345},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.48388704657554626},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4782751500606537},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.4700157940387726},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45550110936164856},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4387488067150116},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.4321008324623108},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3891640305519104},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.09986430406570435},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-540-87536-9_59","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-87536-9_59","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,"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"},{"id":"pmh:oai:pub.librecat.org:1993282","is_oa":false,"landing_page_url":"https://pub.uni-bielefeld.de/record/1993282","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,"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":"Arnonkijpanich B, Hammer B, Hasenfuss A, Lursinsap C. Matrix Learning for Topographic Neural Maps. In: Kurkov\u00e1 V, Neruda R, Koutn'\u0131k J, eds. <em>ICANN (1). Lecture Notes in Computer Science, 5163</em>. Berlin: Springer;  2008: 572-582.","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pub.uni-bielefeld.de:2982119","is_oa":false,"landing_page_url":"https://pub.uni-bielefeld.de/record/2982119","pdf_url":null,"source":{"id":"https://openalex.org/S4306401670","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,"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":"","raw_type":"http://purl.org/coar/resource_type/c_3248"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1487307575","https://openalex.org/W1489114182","https://openalex.org/W1537368329","https://openalex.org/W1557800562","https://openalex.org/W1679913846","https://openalex.org/W1941358455","https://openalex.org/W1982458885","https://openalex.org/W1987757196","https://openalex.org/W1996437526","https://openalex.org/W2047870719","https://openalex.org/W2055524657","https://openalex.org/W2089844711","https://openalex.org/W2107025582","https://openalex.org/W2115665694","https://openalex.org/W2132039819","https://openalex.org/W2135207723","https://openalex.org/W2144772183","https://openalex.org/W2146837144","https://openalex.org/W2166322089","https://openalex.org/W2489402872","https://openalex.org/W2494991592","https://openalex.org/W2561675875","https://openalex.org/W2799061466","https://openalex.org/W2913066018","https://openalex.org/W3006167182","https://openalex.org/W3120740533","https://openalex.org/W4212843940","https://openalex.org/W4213332169","https://openalex.org/W4231537015","https://openalex.org/W4244494905","https://openalex.org/W4252521233","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2000169474","https://openalex.org/W1972373683","https://openalex.org/W2185967268","https://openalex.org/W98548779","https://openalex.org/W2148861932","https://openalex.org/W2163311132","https://openalex.org/W2165948731","https://openalex.org/W2136107657","https://openalex.org/W101475705","https://openalex.org/W2100026784"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}