{"id":"https://openalex.org/W4247194927","doi":"https://doi.org/10.1007/978-1-4471-0715-6_2","title":"A Statistical Tool to Assess the Reliability of Self-Organizing Maps","display_name":"A Statistical Tool to Assess the Reliability of Self-Organizing Maps","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W4247194927","doi":"https://doi.org/10.1007/978-1-4471-0715-6_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4471-0715-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-0715-6_2","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Self-Organising Maps","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/A5110253771","display_name":"M. Patrick Cottrell","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"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"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"M. Cottrell","raw_affiliation_strings":["Universit\u00e9 Paris I, SAMOS-MATISSE, UMR CNRS 8595, 90 rue de Tolbiac, F-75634, Paris Cedex 13, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris I, SAMOS-MATISSE, UMR CNRS 8595, 90 rue de Tolbiac, F-75634, Paris Cedex 13, France","institution_ids":["https://openalex.org/I51101395","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063661891","display_name":"Eric de Bodt","orcid":null},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE","FR"],"is_corresponding":false,"raw_author_name":"E. de Bodt","raw_affiliation_strings":["Universit\u00e9 Lille 2, ESA, Place Deliot, BP 381, F-59020, Lille, France","Universit\u00e9 catholique de Louvain, IAG-FIN, 1 pl. des Doyens, B-1348, Louvain-la-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Lille 2, ESA, Place Deliot, BP 381, F-59020, Lille, France","institution_ids":["https://openalex.org/I2279609970"]},{"raw_affiliation_string":"Universit\u00e9 catholique de Louvain, IAG-FIN, 1 pl. des Doyens, B-1348, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009959388","display_name":"Michel Verleysen","orcid":"https://orcid.org/0000-0003-4366-6155"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"M. Verleysen","raw_affiliation_strings":["Universit\u00e9 catholique de Louvain, DICE, 3, place du Levant, B-1348, Louvain-la-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 catholique de Louvain, DICE, 3, place du Levant, B-1348, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110253771"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I51101395"],"apc_list":null,"apc_paid":null,"fwci":0.2923,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.6338093,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"14"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9513000249862671,"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":0.9253000020980835,"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/maxima-and-minima","display_name":"Maxima and minima","score":0.7857515215873718},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6497127413749695},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6467506885528564},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.6165300607681274},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5856034159660339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5579358339309692},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5198131799697876},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.44783687591552734},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.44538724422454834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43229344487190247},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4049079120159149},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36066317558288574},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3478847146034241},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25229769945144653},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13393160700798035},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.05125516653060913}],"concepts":[{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.7857515215873718},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6497127413749695},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6467506885528564},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.6165300607681274},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5856034159660339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5579358339309692},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5198131799697876},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.44783687591552734},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.44538724422454834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43229344487190247},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4049079120159149},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36066317558288574},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3478847146034241},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25229769945144653},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13393160700798035},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.05125516653060913},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-1-4471-0715-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-0715-6_2","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Self-Organising Maps","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.11.9308","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.11.9308","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.dice.ucl.ac.be/~verleyse/papers/wsom01mc.pdf","raw_type":"text"},{"id":"pmh:oai:dial.uclouvain.be:boreal:92485","is_oa":false,"landing_page_url":"http://hdl.handle.net/2078.1/92485","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W13354875","https://openalex.org/W2484564807","https://openalex.org/W3106889297","https://openalex.org/W4213332169"],"related_works":["https://openalex.org/W2375684291","https://openalex.org/W2354676191","https://openalex.org/W3188646203","https://openalex.org/W136674370","https://openalex.org/W2909957174","https://openalex.org/W2105527480","https://openalex.org/W2052387497","https://openalex.org/W4246278799","https://openalex.org/W2050203848","https://openalex.org/W4243870153"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
