{"id":"https://openalex.org/W1987157168","doi":"https://doi.org/10.1007/s10044-010-0187-5","title":"A three-step unsupervised neural model for visualizing high complex dimensional spectroscopic data sets","display_name":"A three-step unsupervised neural model for visualizing high complex dimensional spectroscopic data sets","publication_year":2010,"publication_date":"2010-10-12","ids":{"openalex":"https://openalex.org/W1987157168","doi":"https://doi.org/10.1007/s10044-010-0187-5","mag":"1987157168"},"language":"en","primary_location":{"id":"doi:10.1007/s10044-010-0187-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-010-0187-5","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Analysis and Applications","raw_type":"journal-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/A5037077763","display_name":"Emilio Corchado","orcid":"https://orcid.org/0000-0001-8560-3991"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Emilio Corchado","raw_affiliation_strings":["Departamento de Inform\u00e1tica y Autom\u00e1tica, University of Salamanca, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica y Autom\u00e1tica, University of Salamanca, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109517598","display_name":"Juan C. P\u00e9rez","orcid":"https://orcid.org/0000-0002-1504-4212"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan C. Perez","raw_affiliation_strings":["Department of Civil Engineering, University of Burgos, Burgos, Spain","Dept. of Civil Engineering, University of Burgos, Burgos, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Burgos, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]},{"raw_affiliation_string":"Dept. of Civil Engineering, University of Burgos, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037077763"],"corresponding_institution_ids":["https://openalex.org/I184999862"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":11.8868,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.97783167,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"14","issue":"2","first_page":"207","last_page":"218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11212","display_name":"Cultural Heritage Materials Analysis","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11212","display_name":"Cultural Heritage Materials Analysis","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9699000120162964,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.7593265175819397},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.7567808628082275},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.678433895111084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6735469698905945},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6398544907569885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6309351921081543},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6147134304046631},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5860715508460999},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5553367733955383},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.534325897693634},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5121023654937744},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5117773413658142},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4808529019355774},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.4726126492023468},{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.47240155935287476},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42951488494873047},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4138636887073517}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7593265175819397},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.7567808628082275},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.678433895111084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6735469698905945},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6398544907569885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6309351921081543},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6147134304046631},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5860715508460999},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5553367733955383},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.534325897693634},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5121023654937744},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5117773413658142},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4808529019355774},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.4726126492023468},{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.47240155935287476},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42951488494873047},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4138636887073517},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10044-010-0187-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-010-0187-5","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Analysis and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.5400000214576721,"display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320328351","display_name":"Junta de Castilla y Le\u00f3n","ror":"https://ror.org/02s8dab97"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W4158684","https://openalex.org/W169094854","https://openalex.org/W578368862","https://openalex.org/W1517426182","https://openalex.org/W1541203439","https://openalex.org/W1582467729","https://openalex.org/W1591195007","https://openalex.org/W1604100698","https://openalex.org/W1605258415","https://openalex.org/W1968104963","https://openalex.org/W1981276685","https://openalex.org/W1988192941","https://openalex.org/W1994409504","https://openalex.org/W2017912433","https://openalex.org/W2020634673","https://openalex.org/W2038113470","https://openalex.org/W2039974579","https://openalex.org/W2048999708","https://openalex.org/W2049607461","https://openalex.org/W2050760517","https://openalex.org/W2052988166","https://openalex.org/W2063620317","https://openalex.org/W2069462534","https://openalex.org/W2071128523","https://openalex.org/W2076428881","https://openalex.org/W2077922582","https://openalex.org/W2080958785","https://openalex.org/W2086836565","https://openalex.org/W2089438500","https://openalex.org/W2103000160","https://openalex.org/W2107879779","https://openalex.org/W2114279993","https://openalex.org/W2119387367","https://openalex.org/W2121516262","https://openalex.org/W2138745909","https://openalex.org/W2141622014","https://openalex.org/W2147684671","https://openalex.org/W2148141971","https://openalex.org/W2158445487","https://openalex.org/W2159275492","https://openalex.org/W2162797084","https://openalex.org/W2164736443","https://openalex.org/W2166068205","https://openalex.org/W2294798173","https://openalex.org/W2487731101","https://openalex.org/W2499520577","https://openalex.org/W2798766386","https://openalex.org/W3103946996","https://openalex.org/W4232778731","https://openalex.org/W4242766606","https://openalex.org/W4244737128"],"related_works":["https://openalex.org/W4321853849","https://openalex.org/W2590565095","https://openalex.org/W2896927215","https://openalex.org/W3180828476","https://openalex.org/W4387853727","https://openalex.org/W1950019275","https://openalex.org/W4285340753","https://openalex.org/W1994470380","https://openalex.org/W1520894008","https://openalex.org/W1483579134"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}