{"id":"https://openalex.org/W2141512444","doi":"https://doi.org/10.1109/embc.2012.6347166","title":"Effect of latency on clustering of P300 recordings for ADHD discrimination","display_name":"Effect of latency on clustering of P300 recordings for ADHD discrimination","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2141512444","doi":"https://doi.org/10.1109/embc.2012.6347166","mag":"2141512444","pmid":"https://pubmed.ncbi.nlm.nih.gov/23367101"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6347166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6347166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5062882562","display_name":"Diego H. Peluffo-Ord\u00f3\u0144ez","orcid":"https://orcid.org/0000-0002-9045-6997"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"D. H. Peluffo-Ordonez","raw_affiliation_strings":["Universidad Nacional de Colombia, Manizales, Caldas","Universidad Nacional de Colombia, Manizales, Caldas, Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional de Colombia, Manizales, Caldas","institution_ids":["https://openalex.org/I36243813"]},{"raw_affiliation_string":"Universidad Nacional de Colombia, Manizales, Caldas, Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026884096","display_name":"J. D. Mart\u00ednez-Vargas","orcid":null},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"J. D. Martinez-Vargas","raw_affiliation_strings":["Universidad Nacional de Colombia, Manizales, Colombia","Universidad Nacional de Colombia, Manizales, Caldas, Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional de Colombia, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813"]},{"raw_affiliation_string":"Universidad Nacional de Colombia, Manizales, Caldas, Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080328620","display_name":"G. Castellanos-Dom\u00ednguez","orcid":"https://orcid.org/0000-0002-0138-5489"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"G. Castellanos-Dominguez","raw_affiliation_strings":["Universidad Nacional de Colombia, Manizales, Colombia","Universidad Nacional de Colombia, Manizales, Caldas, Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional de Colombia, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813"]},{"raw_affiliation_string":"Universidad Nacional de Colombia, Manizales, Caldas, Colombia","institution_ids":["https://openalex.org/I36243813"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062882562"],"corresponding_institution_ids":["https://openalex.org/I36243813"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16230652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2012","issue":null,"first_page":"5202","last_page":"5205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.989300012588501,"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/T10581","display_name":"Neural dynamics and brain function","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7793828248977661},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.696782648563385},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6449078321456909},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6250148415565491},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5659599304199219},{"id":"https://openalex.org/keywords/event-related-potential","display_name":"Event-related potential","score":0.5180816650390625},{"id":"https://openalex.org/keywords/oddball-paradigm","display_name":"Oddball paradigm","score":0.4980807304382324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4441503584384918},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.36410075426101685},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3383486568927765},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.296647310256958},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18845200538635254}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7793828248977661},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.696782648563385},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6449078321456909},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6250148415565491},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5659599304199219},{"id":"https://openalex.org/C67359045","wikidata":"https://www.wikidata.org/wiki/Q14026181","display_name":"Event-related potential","level":3,"score":0.5180816650390625},{"id":"https://openalex.org/C22334291","wikidata":"https://www.wikidata.org/wiki/Q7077468","display_name":"Oddball paradigm","level":4,"score":0.4980807304382324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4441503584384918},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.36410075426101685},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3383486568927765},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.296647310256958},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18845200538635254},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011930","descriptor_name":"Reaction Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011930","descriptor_name":"Reaction Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011930","descriptor_name":"Reaction Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018913","descriptor_name":"Event-Related Potentials, P300","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018913","descriptor_name":"Event-Related Potentials, P300","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018913","descriptor_name":"Event-Related Potentials, P300","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2012.6347166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6347166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:23367101","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23367101","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6800000071525574,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1979681751","https://openalex.org/W1989762293","https://openalex.org/W1997404932","https://openalex.org/W2002313059","https://openalex.org/W2046007199","https://openalex.org/W2073751873","https://openalex.org/W2091292848","https://openalex.org/W2106828962","https://openalex.org/W2143384791","https://openalex.org/W2159318219","https://openalex.org/W2419164650","https://openalex.org/W4323529732"],"related_works":["https://openalex.org/W2103648045","https://openalex.org/W2022678456","https://openalex.org/W2254015696","https://openalex.org/W2061536548","https://openalex.org/W2958401550","https://openalex.org/W3092171354","https://openalex.org/W1988653076","https://openalex.org/W2093369182","https://openalex.org/W4249986486","https://openalex.org/W2301832209"],"abstract_inverted_index":{"This":[0],"paper":[1],"is":[2,57,60,102,149],"focused":[3],"on":[4,62],"testing":[5,86],"the":[6,11,98,106,112],"latency":[7],"contribution":[8],"as":[9],"regards":[10],"quality":[12,107],"of":[13,54,64,89,108,116,121,137,146,156],"formed":[14,109],"groups":[15,160],"for":[16,114,165],"discriminating":[17],"between":[18,123],"healthy":[19],"and":[20,37,77,111,125,135,158],"attention":[21],"deficit":[22],"hyperactivity":[23],"disorder":[24],"children.":[25],"To":[26,104],"this":[27],"end,":[28],"two":[29,166],"different":[30],"cases":[31],"are":[32,83,128],"considered:":[33],"nonaligned":[34],"original":[35],"recordings":[36],"aligned":[38],"signals":[39],"according":[40],"to":[41,50,132],"P300":[42,55,147],"position.":[43],"For":[44,93],"latter":[45],"case,":[46],"a":[47,151,162],"novel":[48],"approach":[49],"conduct":[51],"time":[52,144],"location":[53],"component":[56,148],"introduced,":[58],"which":[59],"based":[61],"derivative":[63],"event-related":[65,72],"potential":[66],"signals.":[67],"The":[68],"used":[69],"database":[70],"holds":[71],"potentials":[73],"registered":[74],"in":[75,130,154],"auditory":[76],"visual":[78],"oddball":[79],"paradigm.":[80],"Several":[81],"experiments":[82],"carried":[84],"out":[85],"both":[87],"configurations":[88],"considered":[90,167],"data":[91,96,126,168],"matrix.":[92],"grouping":[94],"input":[95],"matrices,":[97],"k-means":[99],"clustering":[100,115],"technique":[101],"employed.":[103],"assess":[105],"clusters":[110],"relevance":[113],"latency-based":[117],"features,":[118],"relative":[119],"values":[120],"distances":[122],"centroids":[124],"points":[127],"computed":[129],"order":[131],"apprise":[133],"separability":[134],"compactness":[136],"estimated":[138],"clusters.":[139],"Experimental":[140],"results":[141],"show":[142],"that":[143],"localization":[145],"not":[150],"decisive":[152],"feature":[153],"formation":[155],"compact":[157],"well-defined":[159],"within":[161],"discrimination":[163],"framework":[164],"classes":[169],"under":[170],"certain":[171],"conditions.":[172]},"counts_by_year":[],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}