{"id":"https://openalex.org/W1490268114","doi":"https://doi.org/10.1007/978-3-540-24694-7_29","title":"Analysing Spectroscopic Data Using Hierarchical Cooperative Maximum Likelihood Hebbian Learning","display_name":"Analysing Spectroscopic Data Using Hierarchical Cooperative Maximum Likelihood Hebbian Learning","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W1490268114","doi":"https://doi.org/10.1007/978-3-540-24694-7_29","mag":"1490268114"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-24694-7_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-24694-7_29","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":"conference-paper","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/A5015952003","display_name":"Donald MacDonald","orcid":null},"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"]},{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Donald MacDonald","raw_affiliation_strings":["Applied Computational Intelligence Research Unit, University of Paisley, Scotland","Department of Civil Engineering, University of Burgos, Spain","University of Burgos","University of Paisley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Computational Intelligence Research Unit, University of Paisley, Scotland","institution_ids":["https://openalex.org/I868834043"]},{"raw_affiliation_string":"Department of Civil Engineering, University of Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]},{"raw_affiliation_string":"University of Burgos","institution_ids":["https://openalex.org/I46176106"]},{"raw_affiliation_string":"University of Paisley","institution_ids":["https://openalex.org/I868834043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037077763","display_name":"Emilio Corchado","orcid":"https://orcid.org/0000-0001-8560-3991"},"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"]},{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Emilio Corchado","raw_affiliation_strings":["Applied Computational Intelligence Research Unit, University of Paisley, Scotland","Department of Civil Engineering, University of Burgos, Spain","University of Burgos","University of Paisley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Computational Intelligence Research Unit, University of Paisley, Scotland","institution_ids":["https://openalex.org/I868834043"]},{"raw_affiliation_string":"Department of Civil Engineering, University of Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]},{"raw_affiliation_string":"University of Burgos","institution_ids":["https://openalex.org/I46176106"]},{"raw_affiliation_string":"University of Paisley","institution_ids":["https://openalex.org/I868834043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038508966","display_name":"Colin Fyfe","orcid":null},"institutions":[{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Colin Fyfe","raw_affiliation_strings":["Applied Computational Intelligence Research Unit, University of Paisley, Scotland","Univ. of Paisley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Computational Intelligence Research Unit, University of Paisley, Scotland","institution_ids":["https://openalex.org/I868834043"]},{"raw_affiliation_string":"Univ. of Paisley","institution_ids":["https://openalex.org/I868834043"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7782,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63558478,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"282","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9987999796867371,"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/T10320","display_name":"Neural Networks and Applications","score":0.9929999709129333,"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":0.8108254075050354},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.7528954744338989},{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.7094911336898804},{"id":"https://openalex.org/keywords/projection-pursuit","display_name":"Projection pursuit","score":0.6411836743354797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6070709228515625},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5434761643409729},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.487105131149292},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.47432371973991394},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.46542900800704956},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.44006502628326416},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.411371111869812},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3633196949958801},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2760140895843506},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2697775959968567}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8108254075050354},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7528954744338989},{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.7094911336898804},{"id":"https://openalex.org/C118038509","wikidata":"https://www.wikidata.org/wiki/Q382970","display_name":"Projection pursuit","level":2,"score":0.6411836743354797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6070709228515625},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5434761643409729},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.487105131149292},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47432371973991394},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.46542900800704956},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.44006502628326416},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.411371111869812},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3633196949958801},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2760140895843506},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2697775959968567},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-24694-7_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-24694-7_29","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W45349167","https://openalex.org/W774511903","https://openalex.org/W1554663460","https://openalex.org/W1574203583","https://openalex.org/W1964357740","https://openalex.org/W1976045444","https://openalex.org/W1981276685","https://openalex.org/W1983540266","https://openalex.org/W1985678020","https://openalex.org/W2023963201","https://openalex.org/W2074033194","https://openalex.org/W2080958785","https://openalex.org/W2082612735","https://openalex.org/W2114279993","https://openalex.org/W2604505959","https://openalex.org/W2798766386","https://openalex.org/W3103946996","https://openalex.org/W4205686602","https://openalex.org/W4235178178"],"related_works":["https://openalex.org/W4253679632","https://openalex.org/W2312487961","https://openalex.org/W2371601355","https://openalex.org/W2367397236","https://openalex.org/W2373463565","https://openalex.org/W2329220454","https://openalex.org/W2354037709","https://openalex.org/W2788448464","https://openalex.org/W1772501953","https://openalex.org/W2352640762"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}