{"id":"https://openalex.org/W2114226451","doi":"https://doi.org/10.1109/ijcnn.2004.1380020","title":"Superposition-based order analysis in self-organizing maps","display_name":"Superposition-based order analysis in self-organizing maps","publication_year":2005,"publication_date":"2005-01-31","ids":{"openalex":"https://openalex.org/W2114226451","doi":"https://doi.org/10.1109/ijcnn.2004.1380020","mag":"2114226451"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2004.1380020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2004.1380020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541)","raw_type":"proceedings-article"},"type":"article","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/A5007994353","display_name":"Laurentiu Hetel","orcid":"https://orcid.org/0000-0001-8445-7881"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"L. Hetel","raw_affiliation_strings":["TROP Research group, MIPS, Mulhouse, France","MIPS-TROP Res. Group, Mulhouse, France"],"affiliations":[{"raw_affiliation_string":"TROP Research group, MIPS, Mulhouse, France","institution_ids":[]},{"raw_affiliation_string":"MIPS-TROP Res. Group, Mulhouse, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111423499","display_name":"J.L. Buessler","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"J.-L. Buessler","raw_affiliation_strings":["TROP Research group, MIPS, Mulhouse, France","MIPS-TROP Res. Group, Mulhouse, France"],"affiliations":[{"raw_affiliation_string":"TROP Research group, MIPS, Mulhouse, France","institution_ids":[]},{"raw_affiliation_string":"MIPS-TROP Res. Group, Mulhouse, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109053133","display_name":"Jean-Philippe Urban","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"J.-P. Urban","raw_affiliation_strings":["TROP Research group, MIPS, Mulhouse, France","MIPS-TROP Res. Group, Mulhouse, France"],"affiliations":[{"raw_affiliation_string":"TROP Research group, MIPS, Mulhouse, France","institution_ids":[]},{"raw_affiliation_string":"MIPS-TROP Res. Group, Mulhouse, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007994353"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.138193,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":null,"first_page":"787","last_page":"792"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9997000098228455,"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":0.9997000098228455,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9879999756813049,"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/superposition-principle","display_name":"Superposition principle","score":0.831891655921936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.63376784324646},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.5571451187133789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49604424834251404},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.4848548173904419},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4262031316757202},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3843555152416229},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35773032903671265},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34713590145111084},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33121776580810547},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2688716650009155},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.16948896646499634}],"concepts":[{"id":"https://openalex.org/C27753989","wikidata":"https://www.wikidata.org/wiki/Q284885","display_name":"Superposition principle","level":2,"score":0.831891655921936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.63376784324646},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.5571451187133789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49604424834251404},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.4848548173904419},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4262031316757202},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3843555152416229},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35773032903671265},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34713590145111084},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33121776580810547},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2688716650009155},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.16948896646499634},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2004.1380020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2004.1380020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.146.4420","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.146.4420","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ensem.inpl-nancy.fr/Laurentiu.Hetel/publications/IJCNN_Hetel_04.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1552762231","https://openalex.org/W1558641823","https://openalex.org/W1679913846","https://openalex.org/W2009398710","https://openalex.org/W2047870719","https://openalex.org/W2089844711","https://openalex.org/W2125134203","https://openalex.org/W2142569723","https://openalex.org/W2144004768","https://openalex.org/W4213332169"],"related_works":["https://openalex.org/W4308749380","https://openalex.org/W2034551444","https://openalex.org/W2023416609","https://openalex.org/W2372481764","https://openalex.org/W2610947892","https://openalex.org/W1977264433","https://openalex.org/W1844640764","https://openalex.org/W2746368218","https://openalex.org/W4308448008","https://openalex.org/W2037841693"],"abstract_inverted_index":{"Topology":[0],"preservation,":[1,23],"the":[2,26,32,58],"central":[3],"feature":[4],"of":[5,28,42],"SOM,":[6],"proves":[7],"to":[8,11],"be":[9],"difficult":[10],"define":[12],"and":[13,19,45,48],"quantify.":[14],"We":[15],"propose":[16],"new":[17],"criteria":[18],"measurements":[20],"for":[21,51],"order":[22],"based":[24],"on":[25],"superposition":[27],"neuron":[29],"cells":[30],"in":[31,54],"input":[33],"space.":[34],"As":[35],"an":[36],"application,":[37],"we":[38],"establish":[39],"a":[40],"taxonomy":[41],"topological":[43],"errors":[44],"disorder":[46],"states":[47],"use":[49],"it":[50],"error":[52],"detection":[53],"2-dimensional":[55],"SOM":[56],"during":[57],"first":[59],"learning":[60],"epochs.":[61]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
