{"id":"https://openalex.org/W4393079538","doi":"https://doi.org/10.1109/rivf60135.2023.10471774","title":"Ensemble Method in Parkinson's Disease Classification via EEG signals","display_name":"Ensemble Method in Parkinson's Disease Classification via EEG signals","publication_year":2023,"publication_date":"2023-12-23","ids":{"openalex":"https://openalex.org/W4393079538","doi":"https://doi.org/10.1109/rivf60135.2023.10471774"},"language":"en","primary_location":{"id":"doi:10.1109/rivf60135.2023.10471774","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf60135.2023.10471774","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 RIVF International Conference on Computing and Communication Technologies (RIVF)","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/A5091369783","display_name":"Thi\u2010Nhu\u2010Quynh Nguyen","orcid":"https://orcid.org/0000-0002-3754-4939"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thi-Nhu-Quynh Nguyen","raw_affiliation_strings":["University of Science,Faculty of Physics and Engineering Physics,Ho Chi Minh City,Vietnam","Faculty of Physics and Engineering Physics, University of Science, Ho Chi Minh City, Vietnam","Vietnam National University Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science,Faculty of Physics and Engineering Physics,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Faculty of Physics and Engineering Physics, University of Science, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Vietnam National University Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062346904","display_name":"Hoang\u2010Thuy\u2010Tien Vo","orcid":"https://orcid.org/0000-0002-5075-8704"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hoang-Thuy-Tien Vo","raw_affiliation_strings":["University of Science,Faculty of Physics and Engineering Physics,Ho Chi Minh City,Vietnam","Faculty of Physics and Engineering Physics, University of Science, Ho Chi Minh City, Vietnam","Vietnam National University Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science,Faculty of Physics and Engineering Physics,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Faculty of Physics and Engineering Physics, University of Science, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Vietnam National University Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029986999","display_name":"Tuan Van Huynh","orcid":"https://orcid.org/0000-0003-1534-6875"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tuan Van Huynh","raw_affiliation_strings":["University of Science,Faculty of Physics and Engineering Physics,Ho Chi Minh City,Vietnam","Vietnam National University Ho Chi Minh City, Vietnam","Faculty of Physics and Engineering Physics, University of Science, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science,Faculty of Physics and Engineering Physics,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Vietnam National University Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"Faculty of Physics and Engineering Physics, University of Science, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1643,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52793478,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"418","last_page":"423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.982200026512146,"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":0.982200026512146,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9028000235557556,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/computer-science","display_name":"Computer science","score":0.6789527535438538},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6574926972389221},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.557116687297821},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.5204570293426514},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5067797303199768},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34506624937057495},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.33217501640319824},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.13551735877990723},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11911171674728394},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08521485328674316}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6789527535438538},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6574926972389221},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.557116687297821},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.5204570293426514},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5067797303199768},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34506624937057495},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.33217501640319824},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13551735877990723},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11911171674728394},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08521485328674316},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rivf60135.2023.10471774","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf60135.2023.10471774","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 RIVF International Conference on Computing and Communication Technologies (RIVF)","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":26,"referenced_works":["https://openalex.org/W2009845708","https://openalex.org/W2049304438","https://openalex.org/W2062848325","https://openalex.org/W2095527787","https://openalex.org/W2559749850","https://openalex.org/W2804122508","https://openalex.org/W2913887306","https://openalex.org/W2978631110","https://openalex.org/W3012521722","https://openalex.org/W3022087416","https://openalex.org/W3031414520","https://openalex.org/W3080914981","https://openalex.org/W3153380589","https://openalex.org/W3157419554","https://openalex.org/W3177910916","https://openalex.org/W3188628968","https://openalex.org/W4200151804","https://openalex.org/W4205230982","https://openalex.org/W4223424636","https://openalex.org/W4240720075","https://openalex.org/W4311372479","https://openalex.org/W4364353816","https://openalex.org/W4377021614","https://openalex.org/W4389576914","https://openalex.org/W6776336034","https://openalex.org/W6903945862"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W2049513647","https://openalex.org/W3134596587","https://openalex.org/W3216329096","https://openalex.org/W2416973532","https://openalex.org/W3116665257"],"abstract_inverted_index":{"One":[0],"of":[1,22,30,80,134,153,168],"the":[2,8,31,68,114,122,132,135,144,147,169,210],"most":[3],"prevalent":[4],"neurological":[5],"diseases":[6],"around":[7],"world":[9],"is":[10,28,77],"Parkinson's":[11],"disease":[12],"(PD).":[13],"It":[14],"affects":[15],"a":[16],"lot":[17],"to":[18,40,51,100,104,119],"people's":[19],"lifestyles":[20],"because":[21],"many":[23],"symptoms.":[24],"Electroencephalogram":[25],"(EEG),":[26],"which":[27],"one":[29,184],"hot":[32],"topics":[33],"that":[34],"attracts":[35],"researchers,":[36],"can":[37],"be":[38],"used":[39,50,99],"diagnose":[41],"PD.":[42],"In":[43],"our":[44,75],"research,":[45],"three":[46,81],"public":[47],"datasets":[48],"are":[49,62,66,172],"classify":[52],"PD":[53,72],"named":[54],"UNM,":[55],"Turku,":[56],"and":[57,87,111,125,139,155,160,166,188,192,204],"Iowa.":[58],"The":[59,93,164,186],"EEG":[60],"signals":[61],"collected":[63],"while":[64],"participants":[65],"in":[67,74,190],"resting":[69],"state.":[70],"Diagnosing":[71],"model":[73],"study":[76],"designed":[78],"consisting":[79],"main":[82],"parts:":[83],"pre-processing,":[84],"feature":[85,115],"extraction,":[86],"classification":[88],"with":[89,202],"machine":[90],"learning":[91],"algorithms.":[92],"Discrete":[94],"Wavelet":[95],"Transform":[96],"(DWT)":[97],"was":[98,117,141],"extract":[101],"seven":[102],"features":[103],"five":[105],"bands":[106],"(delta,":[107],"theta,":[108],"alpha,":[109],"beta,":[110],"gamma).":[112],"Then,":[113],"matrix":[116],"applied":[118],"classifiers":[120,171],"using":[121,158,209],"Ensemble":[123,161,211],"method":[124],"Artificial":[126],"Neural":[127],"Network":[128],"(ANN).":[129],"To":[130],"evaluate":[131],"performance":[133],"model,":[136],"accuracy,":[137,206],"sensitivity,":[138],"specificity":[140,167],"used.":[142],"With":[143],"eye-opened":[145],"condition,":[146],"Iowa":[148],"dataset":[149],"achieved":[150],"an":[151],"accuracy":[152],"88.50%":[154],"88.46%":[156],"when":[157,208],"ANN":[159],"methods,":[162],"respectively.":[163],"sensitivity":[165],"two":[170],"both":[173],"good,":[174],"higher":[175],"than":[176,200],"80%":[177],"as":[178,180],"well":[179],"no":[181],"bias":[182],"for":[183],"label.":[185],"UNM":[187],"Turku":[189],"closed":[191],"open":[193],"eye":[194],"conditions":[195],"also":[196],"had":[197],"better":[198],"results":[199],"state-of-the-art,":[201],"98.54%":[203],"91.24%":[205],"respectively,":[207],"method.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}