{"id":"https://openalex.org/W2990897387","doi":"https://doi.org/10.1088/1742-6596/1372/1/012055","title":"Differentiate Characteristic EEG Tobacco Smoking and Non-smoking","display_name":"Differentiate Characteristic EEG Tobacco Smoking and Non-smoking","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2990897387","doi":"https://doi.org/10.1088/1742-6596/1372/1/012055","mag":"2990897387"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/1372/1/012055","doi":"https://doi.org/10.1088/1742-6596/1372/1/012055","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1372/1/012055","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1372/1/012055/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1372/1/012055/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010292443","display_name":"Lim Chee Chin","orcid":"https://orcid.org/0000-0003-3845-3825","observed_orcids":["https://orcid.org/0000-0003-3845-3825"]},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Lim Chee Chin","raw_affiliation_strings":["School of Mechatronic Engineering, University Malaysia Perlis (UniMAP), Campus Ulu Pauh, Arau, Perlis, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, University Malaysia Perlis (UniMAP), Campus Ulu Pauh, Arau, Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024120177","display_name":"Asmiedah Muhamad Zazid","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Asmiedah Muhamad Zazid","raw_affiliation_strings":["School of Mechatronic Engineering, University Malaysia Perlis (UniMAP), Campus Ulu Pauh, Arau, Perlis, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, University Malaysia Perlis (UniMAP), Campus Ulu Pauh, Arau, Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054569459","display_name":"Chong Yen Fook","orcid":"https://orcid.org/0000-0001-5634-3027","observed_orcids":["https://orcid.org/0000-0001-5634-3027"]},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Chong Yen Fook","raw_affiliation_strings":["School of Mechatronic Engineering, University Malaysia Perlis (UniMAP), Campus Ulu Pauh, Arau, Perlis, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, University Malaysia Perlis (UniMAP), Campus Ulu Pauh, Arau, Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113886743","display_name":"Vikneswaran Vijean","orcid":"https://orcid.org/0009-0003-3731-7140","observed_orcids":["https://orcid.org/0009-0003-3731-7140"]},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Vikneswaran Vijean","raw_affiliation_strings":["School of Mechatronic Engineering, University Malaysia Perlis (UniMAP), Campus Ulu Pauh, Arau, Perlis, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, University Malaysia Perlis (UniMAP), Campus Ulu Pauh, Arau, Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082499911","display_name":"A. Saidatul","orcid":"https://orcid.org/0000-0003-1255-6287","observed_orcids":["https://orcid.org/0000-0003-1255-6287"]},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Saidatul Ardeenawatie Awang","raw_affiliation_strings":["School of Mechatronic Engineering, University Malaysia Perlis (UniMAP), Campus Ulu Pauh, Arau, Perlis, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, University Malaysia Perlis (UniMAP), Campus Ulu Pauh, Arau, Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112687104","display_name":"Marwan Affandi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I73668669","display_name":"Rajamangala University of Technology Srivijaya","ror":"https://ror.org/02knhje64","country_code":"TH","type":"education","lineage":["https://openalex.org/I10245363","https://openalex.org/I73668669"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Marwan Affandi","raw_affiliation_strings":["Faculty of Engineering, Rajamangala University of Technology Srivijaya (RUTS), Songkhla, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Rajamangala University of Technology Srivijaya (RUTS), Songkhla, Thailand","institution_ids":["https://openalex.org/I73668669"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065066971","display_name":"Lim Sin Chee","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405276780","display_name":"First City University College","ror":"https://ror.org/009c61f53","country_code":"MY","type":"education","lineage":["https://openalex.org/I4405276780"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Lim Sin Chee","raw_affiliation_strings":["First City University College, Bandar Utama, Petaling Jaya, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"First City University College, Bandar Utama, Petaling Jaya, Malaysia","institution_ids":["https://openalex.org/I4405276780"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010292443","https://openalex.org/A5065066971"],"corresponding_institution_ids":["https://openalex.org/I4405276780","https://openalex.org/I65079550"],"apc_list":null,"apc_paid":null,"fwci":1.5653,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.8313813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"1372","issue":"1","first_page":"012055","last_page":"012055"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9848999977111816,"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":0.9848999977111816,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.005400000140070915,"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/T10060","display_name":"Smoking Behavior and Cessation","score":0.00430000014603138,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"EEG","score":0.574999988079071},{"id":"https://openalex.org/keywords/smoking","display_name":"smoking","score":0.9259999990463257},{"id":"https://openalex.org/keywords/nicotine","display_name":"nicotine","score":0.8040000200271606},{"id":"https://openalex.org/keywords/eeg-feature-extraction","display_name":"EEG feature extraction","score":0.5680000185966492},{"id":"https://openalex.org/keywords/power-spectral-density","display_name":"power spectral density","score":0.9700000286102295},{"id":"https://openalex.org/keywords/fast-fourier-transform","display_name":"fast Fourier transform","score":0.6660000085830688},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9390000104904175},{"id":"https://openalex.org/keywords/gaussian-kernel","display_name":"Gaussian kernel","score":0.9229999780654907},{"id":"https://openalex.org/keywords/attention","display_name":"attention","score":0.492000013589859},{"id":"https://openalex.org/keywords/stroop-task","display_name":"Stroop task","score":0.9660000205039978},{"id":"https://openalex.org/keywords/brain-electrical-activity","display_name":"brain electrical activity","score":0.6549999713897705}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6933732032775879},{"id":"https://openalex.org/C75172450","wikidata":"https://www.wikidata.org/wiki/Q623950","display_name":"Fast Fourier transform","level":2,"score":0.6285318732261658},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4680001139640808},{"id":"https://openalex.org/C2779547902","wikidata":"https://www.wikidata.org/wiki/Q28086552","display_name":"Nicotine","level":2,"score":0.4600751996040344},{"id":"https://openalex.org/C168110828","wikidata":"https://www.wikidata.org/wiki/Q1331626","display_name":"Spectral density","level":2,"score":0.4483993947505951},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4401940703392029},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.433135986328125},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.42762523889541626},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4106740951538086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40192002058029175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39962857961654663},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38048917055130005},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.30642104148864746},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2514548897743225},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19461971521377563},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.09345775842666626},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09186509251594543},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.08012372255325317},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1742-6596/1372/1/012055","doi":"https://doi.org/10.1088/1742-6596/1372/1/012055","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1372/1/012055","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1372/1/012055/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/1372/1/012055","doi":"https://doi.org/10.1088/1742-6596/1372/1/012055","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1372/1/012055","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1372/1/012055/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2990897387.pdf","grobid_xml":"https://content.openalex.org/works/W2990897387.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1508802310","https://openalex.org/W1572400761","https://openalex.org/W2021249478","https://openalex.org/W2025758384","https://openalex.org/W2030679779","https://openalex.org/W2088333599","https://openalex.org/W2118238722","https://openalex.org/W2133851404","https://openalex.org/W2320515023","https://openalex.org/W2543451298","https://openalex.org/W2616281661","https://openalex.org/W2780249254","https://openalex.org/W2795293258","https://openalex.org/W6700284096"],"related_works":["https://openalex.org/W3011850527","https://openalex.org/W3128391504","https://openalex.org/W6990803617","https://openalex.org/W7007260597","https://openalex.org/W4400041462","https://openalex.org/W2093990923","https://openalex.org/W2050585814","https://openalex.org/W2088333599","https://openalex.org/W1990263186","https://openalex.org/W1965533184"],"abstract_inverted_index":{"Abstract":[0],"Electroencephalogram":[1],"(EEG)":[2],"signal":[3,6,43,54,96,139],"is":[4,35,133,230,290,299,302,310,315],"non-stationary":[5],"that":[7],"have":[8,160,202],"low":[9],"frequency":[10],"component":[11],"and":[12,49,57,85,91,112,144,158,169,185,226,240,242,252,273,312,320,324],"amplitude":[13],"compared":[14,283],"to":[15,37,121,135,192,284],"stationary":[16],"signal.":[17,130],"Therefore,":[18],"present":[19,46,126],"of":[20,41,47,100,179,187,215,232,257,280],"unwanted":[21,124],"substance":[22],"(nicotine)":[23],"in":[24,127],"Tobacco":[25],"smoking":[26,79,267,326],"will":[27],"alter":[28],"the":[29,39,45,51,123,128,137,194,275,307],"brain":[30,53],"electrical":[31],"activity.":[32],"This":[33],"paper":[34],"proposed":[36],"investigate":[38],"changes":[40],"EEG":[42,95,138],"with":[44,114],"nicotine":[48],"identify":[50,193],"difference":[52],"between":[55,318],"smoker":[56],"non-smoker.":[58],"There":[59],"are":[60,67,71,119,190],"20":[61],"males":[62],"(10":[63],"smokers,":[64],"10":[65],"non-smokers)":[66],"selected.":[68],"The":[69,93,255,288,297],"subjects":[70],"chosen":[72],"based":[73],"on":[74],"inclusion":[75],"criteria":[76],"(abstained":[77],"from":[78],"within":[80],"6":[81],"hours":[82],"before":[83,323],"experiment,":[84],"do":[86],"not":[87],"take":[88],"any":[89],"medication":[90],"caffeine).":[92],"recorded":[94],"contain":[97],"a":[98,198],"lot":[99],"noise":[101,125],"such":[102,246],"as":[103,247],"head":[104],"moving,":[105],"muscle":[106],"movement,":[107],"power":[108],"line,":[109],"eyes":[110],"blinks":[111],"interference":[113],"other":[115],"device.":[116],"Butterworth":[117],"filter":[118,132],"implemented":[120],"remove":[122],"original":[129],"Bandpass":[131],"used":[134,191],"decompose":[136],"into":[140],"alpha,":[141],"theta,":[142],"delta":[143,227],"beta":[145],"frequency.":[146,228],"Then,":[147,175],"eight":[148],"features":[149],"(mean,":[150],"median,":[151],"maximum,":[152],"minimum,":[153],"variance,":[154],"standard":[155],"deviation,":[156],"energy":[157],"power)":[159],"been":[161],"extracted":[162],"by":[163,209,262,292],"using":[164,210,263,293],"Fast":[165],"Fourier":[166],"Transform":[167],"(FFT)":[168],"Power":[170],"Spectral":[171],"Density":[172],"(PSD)":[173],"method.":[174],"four":[176],"different":[177,317],"type":[178],"kernel":[180],"function":[181],"(\u2018Linear\u2019,":[182],"\u2018BoxConstraint\u2019,":[183],"\u2018Polynomial\u2019":[184],"\u2018RBF\u2019)":[186],"SVM":[188],"classifier":[189],"best":[195],"accuracy.":[196],"As":[197],"result,":[199],"PSD":[200],"(97.50%)":[201],"higher":[203],"performance":[204,322],"accuracy":[205],"than":[206,304],"FFT":[207],"(97.33%)":[208],"Radial":[211],"Basis":[212],"Function":[213],"(RBF)":[214],"Support":[216],"Vector":[217],"Machine":[218],"(SVM).":[219],"Smoking":[220,229],"activity":[221],"caused":[222,243],"slightly":[223],"increase":[224,274],"theta":[225],"activated":[231],"five":[233],"electrode":[234],"channels":[235],"(Fp1,":[236],"Fp2,":[237],"F8,":[238],"F3":[239],"C3)":[241],"additional":[244],"emotion":[245],"deep":[248],"rest,":[249],"stress":[250],"releasing":[251],"losing":[253],"attention.":[254],"attention":[256],"smokers":[258,269,319],"can":[259],"be":[260],"measure":[261],"stroop":[264,281],"test.":[265],"After":[266],"activity,":[268],"become":[270],"more":[271],"energetic":[272],"time":[276],"response":[277],"(1.77":[278],"s)":[279],"test":[282],"non-smokers":[285],"(2.96":[286],"s).":[287],"result":[289],"calculated":[291],"statistical":[294],"analysis":[295],"(t-test).":[296],"p-value":[298],"0.037":[300],"which":[301],"less":[303],"0.05.":[305],"Thus,":[306],"null":[308],"hypothesis":[309],"rejected":[311],"conclude":[313],"there":[314],"significant":[316],"non-smoker":[321],"after":[325],"task.":[327]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-12-05T00:00:00"}
