{"id":"https://openalex.org/W1490343194","doi":"https://doi.org/10.1109/iembs.2006.259370","title":"Boosting Linear Logistic Regression for Single Trial ERP Detection in Rapid Serial Visual Presentation Tasks","display_name":"Boosting Linear Logistic Regression for Single Trial ERP Detection in Rapid Serial Visual Presentation Tasks","publication_year":2006,"publication_date":"2006-08-01","ids":{"openalex":"https://openalex.org/W1490343194","doi":"https://doi.org/10.1109/iembs.2006.259370","mag":"1490343194"},"language":"en","primary_location":{"id":"doi:10.1109/iembs.2006.259370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2006.259370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-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/A5080960581","display_name":"Yonghong Huang","orcid":"https://orcid.org/0000-0002-1624-0303"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yonghong Huang","raw_affiliation_strings":["Computer Science and Electrical Engineering Department, Oregon Health and Sciences University, Portland, OR, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science and Electrical Engineering Department, Oregon Health and Sciences University, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083261801","display_name":"Deniz Erdo\u011fmu\u015f","orcid":"https://orcid.org/0000-0002-1114-3539"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deniz Erdogmus","raw_affiliation_strings":["Computer Science and Electrical Engineering Department, Oregon Health and Sciences University, Portland, OR, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science and Electrical Engineering Department, Oregon Health and Sciences University, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032232610","display_name":"Santosh Mathan","orcid":"https://orcid.org/0000-0003-4528-613X"},"institutions":[{"id":"https://openalex.org/I82514191","display_name":"Honeywell (United States)","ror":"https://ror.org/02t71h845","country_code":"US","type":"company","lineage":["https://openalex.org/I82514191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Santosh Mathan","raw_affiliation_strings":["Human Centered Systems Group, Honeywell Aerospace Research Laboratories, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"Human Centered Systems Group, Honeywell Aerospace Research Laboratories, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I82514191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020862899","display_name":"Misha Pavel","orcid":"https://orcid.org/0000-0002-8023-6405"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Misha Pavel","raw_affiliation_strings":["Biomedical Engineering Department, Oregon Health and Sciences University, Portland, OR, USA"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, Oregon Health and Sciences University, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080960581"],"corresponding_institution_ids":["https://openalex.org/I165690674"],"apc_list":null,"apc_paid":null,"fwci":0.4072,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.57163884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"28","issue":null,"first_page":"3369","last_page":"3372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994000196456909,"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":0.9994000196456909,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9987000226974487,"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/T11094","display_name":"Face Recognition and Perception","score":0.991599977016449,"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/boosting","display_name":"Boosting (machine learning)","score":0.8322921395301819},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.8125643730163574},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.713312029838562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7053414583206177},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6132747530937195},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.600705623626709},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4979362487792969},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4392239451408386},{"id":"https://openalex.org/keywords/rapid-serial-visual-presentation","display_name":"Rapid serial visual presentation","score":0.43918612599372864},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.41380953788757324},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3933711349964142},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3487190008163452},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3416783809661865},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.19225114583969116},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11544892191886902},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.11129239201545715}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8322921395301819},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.8125643730163574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.713312029838562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7053414583206177},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6132747530937195},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.600705623626709},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4979362487792969},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4392239451408386},{"id":"https://openalex.org/C2779668609","wikidata":"https://www.wikidata.org/wiki/Q623092","display_name":"Rapid serial visual presentation","level":3,"score":0.43918612599372864},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.41380953788757324},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3933711349964142},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3487190008163452},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3416783809661865},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.19225114583969116},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11544892191886902},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.11129239201545715},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iembs.2006.259370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2006.259370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W49486804","https://openalex.org/W2016479629","https://openalex.org/W2091845343","https://openalex.org/W2109196101","https://openalex.org/W2112786982","https://openalex.org/W2112837892","https://openalex.org/W2141250485","https://openalex.org/W2145073242","https://openalex.org/W2163027455","https://openalex.org/W2168020168","https://openalex.org/W2792413051","https://openalex.org/W2799061466","https://openalex.org/W2974209415","https://openalex.org/W3020660784","https://openalex.org/W4239875977","https://openalex.org/W6601967094","https://openalex.org/W6676308571","https://openalex.org/W6681651645","https://openalex.org/W6684338786"],"related_works":["https://openalex.org/W2327035729","https://openalex.org/W2348748958","https://openalex.org/W3039673966","https://openalex.org/W2884325279","https://openalex.org/W1570592793","https://openalex.org/W2385662756","https://openalex.org/W2967733078","https://openalex.org/W2585372724","https://openalex.org/W2241444561","https://openalex.org/W1992847598"],"abstract_inverted_index":{"In":[0,31],"this":[1],"paper,":[2],"we":[3],"employ":[4],"the":[5,9,32,60,69,81,85,90,101],"AdaBoost":[6],"algorithm":[7],"to":[8,14,67],"linear":[10],"logistic":[11],"regression":[12],"model":[13],"detect":[15],"encephalography":[16],"(EEG)":[17],"signatures,":[18],"called":[19],"evoked":[20],"response":[21],"potentials":[22],"of":[23,37],"visual":[24,50],"recognition":[25],"events":[26],"in":[27],"a":[28,34,42,74],"single":[29],"trial.":[30],"experiments,":[33],"large":[35],"amount":[36],"images":[38],"were":[39,65],"displayed":[40],"at":[41],"very":[43],"high":[44],"presentation":[45],"rate,":[46],"named":[47],"rapid":[48,61],"serial":[49],"presentation.":[51,63],"The":[52,77],"EEG":[53],"was":[54],"recorded":[55],"using":[56],"32":[57],"electrodes":[58],"during":[59],"image":[62],"Subjects":[64],"instructed":[66],"click":[68],"mouse":[70],"when":[71],"they":[72],"recognize":[73],"target":[75],"image.":[76],"results":[78],"demonstrated":[79],"that":[80],"boosting":[82],"method":[83],"improves":[84],"detection":[86],"performance":[87],"compared":[88],"with":[89],"base":[91],"classifier":[92],"by":[93,98],"approximately":[94],"3%":[95],"as":[96],"measured":[97],"area":[99],"under":[100],"ROC":[102],"curve":[103]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
