{"id":"https://openalex.org/W1482188094","doi":"https://doi.org/10.1007/978-1-4471-0513-8_49","title":"Kernel PCA Feature Extraction of Event-Related Potentials for Human Signal Detection Performance","display_name":"Kernel PCA Feature Extraction of Event-Related Potentials for Human Signal Detection Performance","publication_year":2000,"publication_date":"2000-01-01","ids":{"openalex":"https://openalex.org/W1482188094","doi":"https://doi.org/10.1007/978-1-4471-0513-8_49","mag":"1482188094"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4471-0513-8_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-0513-8_49","pdf_url":null,"source":{"id":"https://openalex.org/S4210236473","display_name":"Perspectives in neural computing","issn_l":"1431-6854","issn":["1431-6854"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Perspectives in Neural Computing","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/A5036009625","display_name":"Roman Rosipal","orcid":"https://orcid.org/0000-0002-0276-4579"},"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":true,"raw_author_name":"Roman Rosipal","raw_affiliation_strings":["Department of Computing and Information Systems, University of Paisley, Paisley, PA1 2BE, Scotland"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems, University of Paisley, Paisley, PA1 2BE, Scotland","institution_ids":["https://openalex.org/I868834043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045384249","display_name":"Mark Girolami","orcid":"https://orcid.org/0000-0003-3008-253X"},"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":"Mark Girolami","raw_affiliation_strings":["Department of Computing and Information Systems, University of Paisley, Paisley, PA1 2BE, Scotland"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems, University of Paisley, Paisley, PA1 2BE, Scotland","institution_ids":["https://openalex.org/I868834043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058405300","display_name":"Leonard J. Trejo","orcid":"https://orcid.org/0000-0003-1025-8585"},"institutions":[{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leonard J. Trejo","raw_affiliation_strings":["Human Information Processing Research Branch, NASA Ames Research Center, Moffett Field, CA, USA"],"affiliations":[{"raw_affiliation_string":"Human Information Processing Research Branch, NASA Ames Research Center, Moffett Field, CA, USA","institution_ids":["https://openalex.org/I1280536761"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036009625"],"corresponding_institution_ids":["https://openalex.org/I868834043"],"apc_list":null,"apc_paid":null,"fwci":1.9157,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.83916746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"321","last_page":"326"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991999864578247,"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":0.9991999864578247,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9987000226974487,"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/T10057","display_name":"Face and Expression Recognition","score":0.9955000281333923,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7424813508987427},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.689189612865448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6791385412216187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5759981870651245},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.564109742641449},{"id":"https://openalex.org/keywords/kernel-principal-component-analysis","display_name":"Kernel principal component analysis","score":0.5129527449607849},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.46062058210372925},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4549540877342224},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.451272189617157},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44196629524230957},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3032751977443695},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.23915719985961914},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.04653838276863098}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7424813508987427},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.689189612865448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6791385412216187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5759981870651245},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.564109742641449},{"id":"https://openalex.org/C182335926","wikidata":"https://www.wikidata.org/wiki/Q17093020","display_name":"Kernel principal component analysis","level":4,"score":0.5129527449607849},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.46062058210372925},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4549540877342224},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.451272189617157},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44196629524230957},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3032751977443695},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.23915719985961914},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.04653838276863098},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-1-4471-0513-8_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-0513-8_49","pdf_url":null,"source":{"id":"https://openalex.org/S4210236473","display_name":"Perspectives in neural computing","issn_l":"1431-6854","issn":["1431-6854"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Perspectives in Neural Computing","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.721.9277","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.721.9277","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://aiolos.um.savba.sk/%7Eroman/Papers/annimab00_1.pdf","raw_type":"text"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1339675","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1339675/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In: Malmgren, H and Borga, M and Niklasson, L, (eds.)  (Proceedings) Conference on Artificial Neural Networks in Medicine and Biology (ANNIMAB-1). (pp. pp. 321-326).  SPRINGER-VERLAG LONDON LTD (2000)     ","raw_type":"Proceedings paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W740415","https://openalex.org/W1598033064","https://openalex.org/W1964357740","https://openalex.org/W2036292454","https://openalex.org/W2076219083","https://openalex.org/W2119739937","https://openalex.org/W2140095548","https://openalex.org/W2148694408","https://openalex.org/W2156909104","https://openalex.org/W4230674625","https://openalex.org/W4292023222"],"related_works":["https://openalex.org/W2543923804","https://openalex.org/W2118232727","https://openalex.org/W1984421104","https://openalex.org/W2512565647","https://openalex.org/W1552109592","https://openalex.org/W2001772920","https://openalex.org/W2398887903","https://openalex.org/W2127229869","https://openalex.org/W2222829538","https://openalex.org/W2004465977"],"abstract_inverted_index":null,"counts_by_year":[{"year":2016,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}