{"id":"https://openalex.org/W6479125","doi":"https://doi.org/10.1007/978-0-387-79100-5_8","title":"Brain-Computer Interface Using Wavelet Transformation and Na\u00efve Bayes Classifier","display_name":"Brain-Computer Interface Using Wavelet Transformation and Na\u00efve Bayes Classifier","publication_year":2009,"publication_date":"2009-11-21","ids":{"openalex":"https://openalex.org/W6479125","doi":"https://doi.org/10.1007/978-0-387-79100-5_8","mag":"6479125","pmid":"https://pubmed.ncbi.nlm.nih.gov/20020346"},"language":"en","primary_location":{"id":"doi:10.1007/978-0-387-79100-5_8","doi":"https://doi.org/10.1007/978-0-387-79100-5_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-0-387-79100-5_8","pdf_url":null,"source":{"id":"https://openalex.org/S43790123","display_name":"Advances in experimental medicine and biology","issn_l":"0065-2598","issn":["0065-2598","2214-8019"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","medline","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Experimental Medicine and Biology","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W1565505617","display_name":"Brain Inspired Cognitive Systems 2008"},"type":"book-chapter","is_traditional":true,"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/A5008921453","display_name":"Thiago Bassani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thiago Bassani","raw_affiliation_strings":["Instituto Nacional de Inova\u00e7\u00e3o em Diagn\u00f3sticos para a Sa\u00fade P\u00fablica - fisica.ufpr.br/INIDSP CPGEI-Programa de P\u00f3s-Gradua\u00e7\u00e3o em Engenharia El\u00e9trica e Inform\u00e1tica Industrial, Florian\u00f3polis, Brazil. thiago.bassani@gmail.com","Instituto Nacional de Inova\u00e7\u00e3o em Diagn\u00f3sticos para a Sa\u00fade P\u00fablica - fisica.ufpr.br/INIDSP CPGEI\u2013Programa de P\u00f3s-Gradua\u00e7\u00e3o em Engenharia El\u00e9trica e Inform\u00e1tica Industrial, Florian\u00f3polis, Brazil","UTFPR - Universidade Tecnol\u00f3gica Federal do Paran\u00e1, Londrina, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Nacional de Inova\u00e7\u00e3o em Diagn\u00f3sticos para a Sa\u00fade P\u00fablica - fisica.ufpr.br/INIDSP CPGEI-Programa de P\u00f3s-Gradua\u00e7\u00e3o em Engenharia El\u00e9trica e Inform\u00e1tica Industrial, Florian\u00f3polis, Brazil. thiago.bassani@gmail.com","institution_ids":[]},{"raw_affiliation_string":"Instituto Nacional de Inova\u00e7\u00e3o em Diagn\u00f3sticos para a Sa\u00fade P\u00fablica - fisica.ufpr.br/INIDSP CPGEI\u2013Programa de P\u00f3s-Gradua\u00e7\u00e3o em Engenharia El\u00e9trica e Inform\u00e1tica Industrial, Florian\u00f3polis, Brazil","institution_ids":[]},{"raw_affiliation_string":"UTFPR - Universidade Tecnol\u00f3gica Federal do Paran\u00e1, Londrina, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008799936","display_name":"J\u00falio C\u00e9sar Nievola","orcid":"https://orcid.org/0000-0002-2212-4499","observed_orcids":["https://orcid.org/0000-0002-2212-4499"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Julio Cesar Nievola","raw_affiliation_strings":["is with PUCPR at PPGIa (Programa de P\u00f3s-Gradua\u00e7\u00e3o em Inform\u00e1tica), He is a Full Professor at PUCPR and the Team Leader of the Knowledge Discovery and Machine Learning Research Group, Panama, Panama"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"is with PUCPR at PPGIa (Programa de P\u00f3s-Gradua\u00e7\u00e3o em Inform\u00e1tica), He is a Full Professor at PUCPR and the Team Leader of the Knowledge Discovery and Machine Learning Research Group, Panama, Panama","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5008799936"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1969,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.78744939,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"657","issue":null,"first_page":"147","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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":0.0,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/brain-computer-interface","display_name":"brain-computer interface","score":1.0},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"EEG","score":0.906000018119812},{"id":"https://openalex.org/keywords/continuous-wavelet-transform","display_name":"continuous wavelet transform","score":0.9319999814033508},{"id":"https://openalex.org/keywords/wavelet-coherence","display_name":"wavelet coherence","score":0.9980000257492065},{"id":"https://openalex.org/keywords/time-frequency-analysis","display_name":"time-frequency analysis","score":0.8930000066757202},{"id":"https://openalex.org/keywords/eeg-classification","display_name":"EEG classification","score":0.703000009059906},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.9739999771118164},{"id":"https://openalex.org/keywords/nonstationary-time-series","display_name":"non-stationary time series","score":0.765999972820282}],"concepts":[{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.7189853191375732},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7050670385360718},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6914389133453369},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5929078459739685},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.51799476146698},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5112721920013428},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4866426885128021},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4647703766822815},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.46006667613983154},{"id":"https://openalex.org/C95722684","wikidata":"https://www.wikidata.org/wiki/Q2622756","display_name":"Continuous wavelet transform","level":5,"score":0.43771764636039734},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4359714090824127},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.4162144362926483},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.3816283941268921},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36752384901046753},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.25514209270477295},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.19756415486335754},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.09570899605751038},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/978-0-387-79100-5_8","doi":"https://doi.org/10.1007/978-0-387-79100-5_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-0-387-79100-5_8","pdf_url":null,"source":{"id":"https://openalex.org/S43790123","display_name":"Advances in experimental medicine and biology","issn_l":"0065-2598","issn":["0065-2598","2214-8019"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","medline","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Experimental Medicine and Biology","raw_type":"book-chapter"},{"id":"pmid:20020346","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20020346","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,"listed_in":[],"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":"Advances in experimental medicine and biology","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W165438012","https://openalex.org/W1517729176","https://openalex.org/W1978919396","https://openalex.org/W2015789366","https://openalex.org/W2034139177","https://openalex.org/W2063615912","https://openalex.org/W2090505068","https://openalex.org/W2094017272","https://openalex.org/W2124459709","https://openalex.org/W2131321253","https://openalex.org/W2145302786","https://openalex.org/W2156220037","https://openalex.org/W2159318219","https://openalex.org/W2167277498","https://openalex.org/W2169895600"],"related_works":["https://openalex.org/W2150259689","https://openalex.org/W2015590184","https://openalex.org/W3200082054","https://openalex.org/W7120719153","https://openalex.org/W6999642815","https://openalex.org/W2171607055","https://openalex.org/W2088030605","https://openalex.org/W2270114017","https://openalex.org/W1892508658","https://openalex.org/W2142929164"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}