{"id":"https://openalex.org/W2165931841","doi":"https://doi.org/10.1109/bmei.2009.5305411","title":"Classifying Detection of Epileptic EEG Based on Approximate Entropy in Wavelet Domain","display_name":"Classifying Detection of Epileptic EEG Based on Approximate Entropy in Wavelet Domain","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2165931841","doi":"https://doi.org/10.1109/bmei.2009.5305411","mag":"2165931841"},"language":"en","primary_location":{"id":"doi:10.1109/bmei.2009.5305411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2009.5305411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 2nd International Conference on Biomedical Engineering and Informatics","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/A5100754261","display_name":"Chunmei Wang","orcid":"https://orcid.org/0000-0001-8576-2933"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]},{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]},{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chun-mei Wang","raw_affiliation_strings":["Department of Automation, East China University of Science and Technology, Shanghai, China","Department of Electronic Engineering, Shanghai Normal University, Shanghai, China","Department of Automation, East China University of Science and Technology, Shanghai, China; Department of Electronic Engineering, Shanghai Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Normal University, Shanghai, China","institution_ids":["https://openalex.org/I21945476"]},{"raw_affiliation_string":"Department of Automation, East China University of Science and Technology, Shanghai, China; Department of Electronic Engineering, Shanghai Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065","https://openalex.org/I21945476","https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101669453","display_name":"Junzhong Zou","orcid":"https://orcid.org/0009-0003-4201-3715"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun-zhong Zou","raw_affiliation_strings":["Department of Automation, East China University of Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100410113","display_name":"Jian Zhang","orcid":"https://orcid.org/0009-0006-1201-5228"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["Department of Automation, East China University of Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033316854","display_name":"Zhi-suo Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I177933477","display_name":"Second Military Medical University","ror":"https://ror.org/04tavpn47","country_code":"CN","type":"education","lineage":["https://openalex.org/I177933477"]},{"id":"https://openalex.org/I4210115928","display_name":"Changhai Hospital","ror":"https://ror.org/02bjs0p66","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210115928"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi-suo Zhang","raw_affiliation_strings":["Changhai Hospital, Second Military Medical University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Changhai Hospital, Second Military Medical University, Shanghai, China","institution_ids":["https://openalex.org/I177933477","https://openalex.org/I4210115928"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011389446","display_name":"Chongming Zhang","orcid":"https://orcid.org/0000-0002-0867-6377"},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong-ming Zhang","raw_affiliation_strings":["Department of Electronic Engineering, Shanghai Normal University, Shanghai, China","Dept. of Electron. Eng., Shanghai Normal Univ., Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Normal University, Shanghai, China","institution_ids":["https://openalex.org/I21945476"]},{"raw_affiliation_string":"Dept. of Electron. Eng., Shanghai Normal Univ., Shanghai, China","institution_ids":["https://openalex.org/I21945476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100754261"],"corresponding_institution_ids":["https://openalex.org/I143593769","https://openalex.org/I21945476","https://openalex.org/I66867065"],"apc_list":null,"apc_paid":null,"fwci":0.5458,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.67033073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"31","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9970999956130981,"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":0.983299970626831,"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/electroencephalography","display_name":"Electroencephalography","score":0.6754611134529114},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6532230377197266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5819043517112732},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5803982615470886},{"id":"https://openalex.org/keywords/approximate-entropy","display_name":"Approximate entropy","score":0.5682300329208374},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5470890998840332},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5360296964645386},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.529278576374054},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.4529617428779602},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.42095011472702026},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3744035065174103},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19151395559310913},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.06112244725227356},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.060211628675460815}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6754611134529114},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6532230377197266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5819043517112732},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5803982615470886},{"id":"https://openalex.org/C86859247","wikidata":"https://www.wikidata.org/wiki/Q4781760","display_name":"Approximate entropy","level":3,"score":0.5682300329208374},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5470890998840332},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5360296964645386},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.529278576374054},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.4529617428779602},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.42095011472702026},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3744035065174103},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19151395559310913},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.06112244725227356},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.060211628675460815},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bmei.2009.5305411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2009.5305411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 2nd International Conference on Biomedical Engineering and Informatics","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":15,"referenced_works":["https://openalex.org/W1660981961","https://openalex.org/W1824353174","https://openalex.org/W1965551074","https://openalex.org/W1971386783","https://openalex.org/W1979148805","https://openalex.org/W1990621315","https://openalex.org/W2003288952","https://openalex.org/W2046233769","https://openalex.org/W2047062262","https://openalex.org/W2096148102","https://openalex.org/W2104839346","https://openalex.org/W2119234283","https://openalex.org/W2140123013","https://openalex.org/W4245338381","https://openalex.org/W6637069203"],"related_works":["https://openalex.org/W2085792030","https://openalex.org/W1588899229","https://openalex.org/W2172291505","https://openalex.org/W2023142747","https://openalex.org/W2037009764","https://openalex.org/W2063036707","https://openalex.org/W2501033992","https://openalex.org/W2377605153","https://openalex.org/W1967182499","https://openalex.org/W2088723847"],"abstract_inverted_index":{"In":[0,50],"the":[1,7,69,94],"analysis":[2],"of":[3,10,26,64],"epileptic":[4,11,28,65],"EEG":[5,29,66],"data,":[6],"typical":[8],"presence":[9],"activity":[12],"includes":[13],"spike":[14],"wave,":[15,17,80],"sharp":[16],"spike-and-slow":[18,81],"complex":[19,23,82,86],"wave":[20,83,87],"and":[21,84,93],"sharp-and-slow":[22,85],"wave.":[24],"Each":[25],"these":[27],"has":[30],"different":[31,62],"time-frequency":[32],"characteristics.":[33],"If":[34],"they":[35],"are":[36,88,98],"detected":[37,89],"by":[38,90],"identical":[39],"detection":[40,48,57,96,105,111],"rule,":[41],"it":[42,101],"is":[43],"impossible":[44],"to":[45,59],"obtain":[46],"optimal":[47,95],"result.":[49],"this":[51,91],"paper,":[52],"we":[53],"present":[54],"a":[55,103,108],"classifying":[56],"method":[58,92],"automatically":[60],"detect":[61],"kinds":[63],"data":[67],"using":[68],"discrete":[70],"wavelet":[71],"transform":[72],"(DWT)":[73],"combined":[74],"with":[75,107],"approximate":[76],"entropy":[77],"(ApEn).":[78],"Spike":[79],"rules":[97],"achieved.":[99],"And":[100],"assures":[102],"higher":[104],"rate":[106],"lower":[109],"false":[110],"rate.":[112]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
