{"id":"https://openalex.org/W1517516770","doi":"https://doi.org/10.1007/bfb0032546","title":"The Kohonen algorithm: A powerful tool for analysing and representing multidimensional quantitative and qualitative data","display_name":"The Kohonen algorithm: A powerful tool for analysing and representing multidimensional quantitative and qualitative data","publication_year":1997,"publication_date":"1997-01-01","ids":{"openalex":"https://openalex.org/W1517516770","doi":"https://doi.org/10.1007/bfb0032546","mag":"1517516770"},"language":"en","primary_location":{"id":"doi:10.1007/bfb0032546","is_oa":false,"landing_page_url":"https://doi.org/10.1007/bfb0032546","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/A5110629530","display_name":"Marie Cottrell","orcid":null},"institutions":[{"id":"https://openalex.org/I51101395","display_name":"Universit\u00e9 Paris 1 Panth\u00e9on-Sorbonne","ror":"https://ror.org/002t25c44","country_code":"FR","type":"education","lineage":["https://openalex.org/I51101395"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Marie Cottrell","raw_affiliation_strings":["SAMOS, Universit\u00e9 Paris 1, 90, rue de Tolbiac, 75634, Paris Cedex 13, France","Samos, Universit\u00e9 Paris 1"],"affiliations":[{"raw_affiliation_string":"SAMOS, Universit\u00e9 Paris 1, 90, rue de Tolbiac, 75634, Paris Cedex 13, France","institution_ids":["https://openalex.org/I51101395"]},{"raw_affiliation_string":"Samos, Universit\u00e9 Paris 1","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I51101395"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085268142","display_name":"Patrick Rousset","orcid":"https://orcid.org/0000-0002-2515-7990"},"institutions":[{"id":"https://openalex.org/I51101395","display_name":"Universit\u00e9 Paris 1 Panth\u00e9on-Sorbonne","ror":"https://ror.org/002t25c44","country_code":"FR","type":"education","lineage":["https://openalex.org/I51101395"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Rousset","raw_affiliation_strings":["SAMOS, Universit\u00e9 Paris 1, 90, rue de Tolbiac, 75634, Paris Cedex 13, France","Samos, Universit\u00e9 Paris 1"],"affiliations":[{"raw_affiliation_string":"SAMOS, Universit\u00e9 Paris 1, 90, rue de Tolbiac, 75634, Paris Cedex 13, France","institution_ids":["https://openalex.org/I51101395"]},{"raw_affiliation_string":"Samos, Universit\u00e9 Paris 1","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I51101395"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5110629530"],"corresponding_institution_ids":["https://openalex.org/I204730241","https://openalex.org/I51101395"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.0117,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.90503132,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"861","last_page":"871"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9980000257492065,"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":0.9980000257492065,"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":0.9535999894142151,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9520000219345093,"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/computer-science","display_name":"Computer science","score":0.7711713314056396},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.6720999479293823},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5105067491531372},{"id":"https://openalex.org/keywords/homogeneity","display_name":"Homogeneity (statistics)","score":0.4947752356529236},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4566075801849365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4391656816005707},{"id":"https://openalex.org/keywords/multidimensional-data","display_name":"Multidimensional data","score":0.4317694902420044},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41314324736595154},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36303117871284485},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.22455471754074097}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7711713314056396},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.6720999479293823},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5105067491531372},{"id":"https://openalex.org/C142259097","wikidata":"https://www.wikidata.org/wiki/Q5891314","display_name":"Homogeneity (statistics)","level":2,"score":0.4947752356529236},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4566075801849365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4391656816005707},{"id":"https://openalex.org/C3019022308","wikidata":"https://www.wikidata.org/wiki/Q1418353","display_name":"Multidimensional data","level":2,"score":0.4317694902420044},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41314324736595154},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36303117871284485},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.22455471754074097}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/bfb0032546","is_oa":false,"landing_page_url":"https://doi.org/10.1007/bfb0032546","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","id":"https://metadata.un.org/sdg/1","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W13354875","https://openalex.org/W15934332","https://openalex.org/W101216601","https://openalex.org/W1485342750","https://openalex.org/W1584470960","https://openalex.org/W1991848143","https://openalex.org/W2049633694","https://openalex.org/W2063698478","https://openalex.org/W2113021507","https://openalex.org/W4213332169","https://openalex.org/W4230727635"],"related_works":["https://openalex.org/W2034551444","https://openalex.org/W1541479232","https://openalex.org/W103428772","https://openalex.org/W4256265855","https://openalex.org/W2098845688","https://openalex.org/W3138577184","https://openalex.org/W2397663398","https://openalex.org/W2355535325","https://openalex.org/W2320154509","https://openalex.org/W2028150160"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
