{"id":"https://openalex.org/W792524671","doi":"https://doi.org/10.1007/978-3-319-11897-0_41","title":"Classification of Electroencephalogram Signals Using Wavelet Transform and Particle Swarm Optimization","display_name":"Classification of Electroencephalogram Signals Using Wavelet Transform and Particle Swarm Optimization","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W792524671","doi":"https://doi.org/10.1007/978-3-319-11897-0_41","mag":"792524671"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-11897-0_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-11897-0_41","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5039580864","display_name":"Nasser Omer Sahel Ba-Karait","orcid":null},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Nasser Omer Ba-Karait","raw_affiliation_strings":["Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Malaysia","UTM Big Data Centre, Universiti Teknologi Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"UTM Big Data Centre, Universiti Teknologi Malaysia, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109884442","display_name":"Siti Mariyam Shamsuddin","orcid":null},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Siti Mariyam Shamsuddin","raw_affiliation_strings":["Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Malaysia","UTM Big Data Centre, Universiti Teknologi Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"UTM Big Data Centre, Universiti Teknologi Malaysia, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035711598","display_name":"Rubita Sudirman","orcid":"https://orcid.org/0000-0002-9399-8097"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rubita Sudirman","raw_affiliation_strings":["Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039580864"],"corresponding_institution_ids":["https://openalex.org/I4576418"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7504,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70400802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"352","last_page":"362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9945999979972839,"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/T10320","display_name":"Neural Networks and Applications","score":0.9672999978065491,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8021320700645447},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7287799715995789},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6771042346954346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6333194375038147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6296278238296509},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.4929978549480438},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.48023921251296997},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.44612637162208557},{"id":"https://openalex.org/keywords/observer","display_name":"Observer (physics)","score":0.4264991283416748},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.399905264377594},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18125343322753906},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08681803941726685},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.06371304392814636}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8021320700645447},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7287799715995789},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6771042346954346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6333194375038147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6296278238296509},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.4929978549480438},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.48023921251296997},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.44612637162208557},{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.4264991283416748},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.399905264377594},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18125343322753906},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08681803941726685},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.06371304392814636},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-11897-0_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-11897-0_41","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1522905036","https://openalex.org/W1988150589","https://openalex.org/W1990621315","https://openalex.org/W1992852845","https://openalex.org/W1995165836","https://openalex.org/W2000548777","https://openalex.org/W2003411213","https://openalex.org/W2027746683","https://openalex.org/W2035197281","https://openalex.org/W2037768463","https://openalex.org/W2044780064","https://openalex.org/W2053744708","https://openalex.org/W2059507648","https://openalex.org/W2065454702","https://openalex.org/W2068218501","https://openalex.org/W2071156017","https://openalex.org/W2081895431","https://openalex.org/W2083062762","https://openalex.org/W2088633020","https://openalex.org/W2096143202","https://openalex.org/W2109889915","https://openalex.org/W2119234283","https://openalex.org/W2121715931","https://openalex.org/W2125314042","https://openalex.org/W2125640529","https://openalex.org/W2140434576","https://openalex.org/W2145113795","https://openalex.org/W2152195021","https://openalex.org/W2162025803","https://openalex.org/W2163492840","https://openalex.org/W2184173627","https://openalex.org/W2220720746","https://openalex.org/W4233805831","https://openalex.org/W4253867444","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W183670115","https://openalex.org/W1501179639","https://openalex.org/W3199035354","https://openalex.org/W2085792030","https://openalex.org/W1807354010","https://openalex.org/W3143644526","https://openalex.org/W1588899229","https://openalex.org/W2077021924","https://openalex.org/W2172291505","https://openalex.org/W2023142747"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}