{"id":"https://openalex.org/W4388118225","doi":"https://doi.org/10.23919/eusipco58844.2023.10290013","title":"Epileptic Seizure Prediction from Eigen-Wavelet Multivariate Self-Similarity Analysis of Multi-Channel EEG Signals","display_name":"Epileptic Seizure Prediction from Eigen-Wavelet Multivariate Self-Similarity Analysis of Multi-Channel EEG Signals","publication_year":2023,"publication_date":"2023-09-04","ids":{"openalex":"https://openalex.org/W4388118225","doi":"https://doi.org/10.23919/eusipco58844.2023.10290013"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco58844.2023.10290013","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/eusipco58844.2023.10290013","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal-emse.ccsd.cnrs.fr/emse-04216653/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073471334","display_name":"Charles-G\u00e9rard Lucas","orcid":"https://orcid.org/0000-0002-1517-9862"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210096929","display_name":"Laboratoire de Physique de l'ENS de Lyon","ror":"https://ror.org/00w5ay796","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210096929","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Charles-G\u00e9rard Lucas","raw_affiliation_strings":["ENSL, CNRS, Laboratoire de physique,Lyon,France,F-69342"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENSL, CNRS, Laboratoire de physique,Lyon,France,F-69342","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210096929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050643672","display_name":"Patrice Abry","orcid":"https://orcid.org/0000-0002-7096-8290"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210096929","display_name":"Laboratoire de Physique de l'ENS de Lyon","ror":"https://ror.org/00w5ay796","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210096929","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrice Abry","raw_affiliation_strings":["ENSL, CNRS, Laboratoire de physique,Lyon,France,F-69342"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENSL, CNRS, Laboratoire de physique,Lyon,France,F-69342","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210096929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008685312","display_name":"Herwig Wendt","orcid":"https://orcid.org/0000-0001-6930-3083"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Herwig Wendt","raw_affiliation_strings":["IRIT, Univ. Toulouse, CNRS,Toulouse,France","IRIT, Univ. Toulouse, CNRS, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIT, Univ. Toulouse, CNRS,Toulouse,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"IRIT, Univ. Toulouse, CNRS, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4210160189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081762841","display_name":"Gustavo Didier","orcid":"https://orcid.org/0000-0003-1363-5868"},"institutions":[{"id":"https://openalex.org/I114832834","display_name":"Tulane University","ror":"https://ror.org/04vmvtb21","country_code":"US","type":"education","lineage":["https://openalex.org/I114832834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gustavo Didier","raw_affiliation_strings":["Tulane University,Math. Dept.,New Orleans,USA","Math. Dept., Tulane University, New Orleans, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tulane University,Math. Dept.,New Orleans,USA","institution_ids":["https://openalex.org/I114832834"]},{"raw_affiliation_string":"Math. Dept., Tulane University, New Orleans, USA","institution_ids":["https://openalex.org/I114832834"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"970","last_page":"974"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9979000091552734,"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":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.7862883806228638},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7433146834373474},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6536059379577637},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.6157444715499878},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6117899417877197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5994294881820679},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5666455626487732},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5495194792747498},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.5221067667007446},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.49936461448669434},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.45644479990005493},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3478057384490967},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.311123251914978},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.247005432844162},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.19994476437568665}],"concepts":[{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.7862883806228638},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7433146834373474},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6536059379577637},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.6157444715499878},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6117899417877197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5994294881820679},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5666455626487732},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5495194792747498},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.5221067667007446},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.49936461448669434},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.45644479990005493},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3478057384490967},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.311123251914978},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.247005432844162},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.19994476437568665},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/eusipco58844.2023.10290013","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/eusipco58844.2023.10290013","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:emse-04216653v1","is_oa":true,"landing_page_url":"https://hal-emse.ccsd.cnrs.fr/emse-04216653","pdf_url":"https://hal-emse.ccsd.cnrs.fr/emse-04216653/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://cmsworkshops.com/EUSIPCO2023/view_session.php?SessionID=1070","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:emse-04216653v1","is_oa":true,"landing_page_url":"https://hal-emse.ccsd.cnrs.fr/emse-04216653","pdf_url":"https://hal-emse.ccsd.cnrs.fr/emse-04216653/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://cmsworkshops.com/EUSIPCO2023/view_session.php?SessionID=1070","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1569610015","display_name":"Multifractal theory and methods for large size multivariate systems - Applications to scale free analysis of brain dynamics analysis","funder_award_id":"ANR-16-CE33-0020","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3247146357","display_name":null,"funder_award_id":"ANR-18-CE45-0007 MUTATION","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6077305441","display_name":"Multidimensional multifractal analysis: Theory and applications in ultrasound imaging of pancreatic cancer","funder_award_id":"ANR-18-CE45-0007","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6782307639","display_name":null,"funder_award_id":"ANR-16-CE33-0020 MultiFracs","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6876561401","display_name":null,"funder_award_id":"ANR-18","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388118225.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1566689562","https://openalex.org/W1877153489","https://openalex.org/W1965601051","https://openalex.org/W1974673435","https://openalex.org/W2001844653","https://openalex.org/W2021053759","https://openalex.org/W2054845099","https://openalex.org/W2110065044","https://openalex.org/W2115755118","https://openalex.org/W2162800060","https://openalex.org/W2166500681","https://openalex.org/W2291197622","https://openalex.org/W2612022290","https://openalex.org/W2949151678","https://openalex.org/W2958056374","https://openalex.org/W2962892738","https://openalex.org/W2962984603","https://openalex.org/W2963256090","https://openalex.org/W2964208788","https://openalex.org/W3046962814","https://openalex.org/W3102362558","https://openalex.org/W3122212343","https://openalex.org/W3199266397","https://openalex.org/W4206400311","https://openalex.org/W4220738869","https://openalex.org/W6807059478"],"related_works":["https://openalex.org/W2122079181","https://openalex.org/W40745829","https://openalex.org/W2036849593","https://openalex.org/W4206155924","https://openalex.org/W4283593604","https://openalex.org/W1985848810","https://openalex.org/W1828158523","https://openalex.org/W2912390640","https://openalex.org/W4390059798","https://openalex.org/W4240935801"],"abstract_inverted_index":{"Epileptic":[0],"patients":[1],"may":[2,76],"suffer":[3],"from":[4],"severe":[5],"brain":[6,21,73],"damages":[7],"during":[8],"seizures.":[9],"There":[10],"is":[11],"thus":[12,55],"a":[13,57,91],"significant":[14],"need":[15],"for":[16,44,97],"automated":[17],"seizure":[18,38,80,102],"prediction.":[19,39,81],"Independently,":[20],"macroscopic":[22],"activity":[23,74],"has":[24,47],"been":[25,50],"shown":[26],"to":[27,85],"display":[28],"scalefree":[29,45],"temporal":[30],"dynamics,":[31,46],"which,":[32],"in":[33,52,69,79,101],"turn,":[34],"were":[35],"involved":[36],"into":[37],"self-similarity,":[40],"the":[41,87],"paradigm":[42],"model":[43],"however":[48],"mostly":[49],"defined":[51],"univariate":[53],"settings,":[54],"yielding":[56],"collection":[58],"of":[59,62,72,89],"independent":[60],"analyses":[61],"recorded":[63],"signals.":[64],"Yet,":[65],"non-negligible":[66],"correlations":[67],"exist":[68],"multi-channel":[70],"recordings":[71],"and":[75],"prove":[77],"useful":[78],"This":[82],"work":[83],"aims":[84],"assess":[86],"benefits":[88],"using":[90,104],"recently":[92],"developed":[93],"mul-tivariate":[94],"eigen-wavelet":[95],"framework":[96],"multivariate":[98],"self-similarity":[99],"analysis":[100],"prediction":[103],"CHB-MIT":[105],"Scalp":[106],"EEG":[107],"data.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}