{"id":"https://openalex.org/W1852119992","doi":"https://doi.org/10.1007/978-3-642-15822-3_42","title":"Visualization of Changes in Process Dynamics Using Self-Organizing Maps","display_name":"Visualization of Changes in Process Dynamics Using Self-Organizing Maps","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1852119992","doi":"https://doi.org/10.1007/978-3-642-15822-3_42","mag":"1852119992"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-15822-3_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-15822-3_42","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":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10651/22840","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037868284","display_name":"Ignacio D\u00edaz","orcid":"https://orcid.org/0000-0003-0420-2315"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ignacio D\u00edaz","raw_affiliation_strings":["University of Oviedo, Area de Ingenier\u00eda de Sistemas y Autom\u00e1tica, Campus de Viesques s/n, 33204, Gij\u00f3n, Asturias, Spain"],"affiliations":[{"raw_affiliation_string":"University of Oviedo, Area de Ingenier\u00eda de Sistemas y Autom\u00e1tica, Campus de Viesques s/n, 33204, Gij\u00f3n, Asturias, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055096153","display_name":"Abel A. Cuadrado","orcid":"https://orcid.org/0000-0001-5873-4494"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Abel A. Cuadrado","raw_affiliation_strings":["University of Oviedo, Area de Ingenier\u00eda de Sistemas y Autom\u00e1tica, Campus de Viesques s/n, 33204, Gij\u00f3n, Asturias, Spain"],"affiliations":[{"raw_affiliation_string":"University of Oviedo, Area de Ingenier\u00eda de Sistemas y Autom\u00e1tica, Campus de Viesques s/n, 33204, Gij\u00f3n, Asturias, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065096990","display_name":"Alberto B. D\u00edez","orcid":"https://orcid.org/0000-0003-4052-7678"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto B. Diez","raw_affiliation_strings":["University of Oviedo, Area de Ingenier\u00eda de Sistemas y Autom\u00e1tica, Campus de Viesques s/n, 33204, Gij\u00f3n, Asturias, Spain"],"affiliations":[{"raw_affiliation_string":"University of Oviedo, Area de Ingenier\u00eda de Sistemas y Autom\u00e1tica, Campus de Viesques s/n, 33204, Gij\u00f3n, Asturias, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015212133","display_name":"Manuel Dom\u00ed\u00adnguez","orcid":"https://orcid.org/0000-0002-3921-1599"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Dom\u00ednguez","raw_affiliation_strings":["Instituto de Autom\u00e1tica y Fabricaci\u00f3n, Universidad de Le\u00f3n, Escuela de Ingenier\u00edas, Campus Universitario de Vegazana, Le\u00f3n, 24071, Spain"],"affiliations":[{"raw_affiliation_string":"Instituto de Autom\u00e1tica y Fabricaci\u00f3n, Universidad de Le\u00f3n, Escuela de Ingenier\u00edas, Campus Universitario de Vegazana, Le\u00f3n, 24071, Spain","institution_ids":["https://openalex.org/I8833935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085742153","display_name":"Juan J. Fuertes","orcid":"https://orcid.org/0000-0001-9023-0341"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan J. Fuertes","raw_affiliation_strings":["Instituto de Autom\u00e1tica y Fabricaci\u00f3n, Universidad de Le\u00f3n, Escuela de Ingenier\u00edas, Campus Universitario de Vegazana, Le\u00f3n, 24071, Spain"],"affiliations":[{"raw_affiliation_string":"Instituto de Autom\u00e1tica y Fabricaci\u00f3n, Universidad de Le\u00f3n, Escuela de Ingenier\u00edas, Campus Universitario de Vegazana, Le\u00f3n, 24071, Spain","institution_ids":["https://openalex.org/I8833935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024308686","display_name":"Miguel A. Prada","orcid":"https://orcid.org/0000-0002-1563-1556"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel A. Prada","raw_affiliation_strings":["Instituto de Autom\u00e1tica y Fabricaci\u00f3n, Universidad de Le\u00f3n, Escuela de Ingenier\u00edas, Campus Universitario de Vegazana, Le\u00f3n, 24071, Spain"],"affiliations":[{"raw_affiliation_string":"Instituto de Autom\u00e1tica y Fabricaci\u00f3n, Universidad de Le\u00f3n, Escuela de Ingenier\u00edas, Campus Universitario de Vegazana, Le\u00f3n, 24071, Spain","institution_ids":["https://openalex.org/I8833935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5037868284"],"corresponding_institution_ids":["https://openalex.org/I165339363"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.22991938,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"343","last_page":"352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10320","display_name":"Neural Networks and Applications","score":0.9951000213623047,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9898999929428101,"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":0.8360869884490967},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.7453239560127258},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6979483962059021},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5976374745368958},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.5143424272537231},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5062374472618103},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5038833022117615},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.49787068367004395},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4165050685405731},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33663296699523926},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22412356734275818},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.20145031809806824},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13618972897529602}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8360869884490967},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.7453239560127258},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6979483962059021},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5976374745368958},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.5143424272537231},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5062374472618103},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5038833022117615},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.49787068367004395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4165050685405731},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33663296699523926},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22412356734275818},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.20145031809806824},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13618972897529602},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-15822-3_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-15822-3_42","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:digibuo.uniovi.es:10651/22840","is_oa":true,"landing_page_url":"http://hdl.handle.net/10651/22840","pdf_url":null,"source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:digibuo.uniovi.es:10651/22840","is_oa":true,"landing_page_url":"http://hdl.handle.net/10651/22840","pdf_url":null,"source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1499399937","https://openalex.org/W1679913846","https://openalex.org/W1990067914","https://openalex.org/W2008325098","https://openalex.org/W2082718834","https://openalex.org/W2095345875","https://openalex.org/W2115394511","https://openalex.org/W2124470735","https://openalex.org/W2158411112","https://openalex.org/W2171209182","https://openalex.org/W3023537567","https://openalex.org/W4213332169","https://openalex.org/W4235457221"],"related_works":["https://openalex.org/W2005418590","https://openalex.org/W3125275314","https://openalex.org/W3123753533","https://openalex.org/W2394093315","https://openalex.org/W2783964355","https://openalex.org/W302644059","https://openalex.org/W2359998128","https://openalex.org/W20757419","https://openalex.org/W2998649203","https://openalex.org/W178861230"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
