{"id":"https://openalex.org/W2550696223","doi":"https://doi.org/10.1142/s0218127416502023","title":"Identification of Dynamic Patterns of Speech-Evoked Auditory Brainstem Response Based on Ensemble Empirical Mode Decomposition and Nonlinear Time Series Analysis Methods","display_name":"Identification of Dynamic Patterns of Speech-Evoked Auditory Brainstem Response Based on Ensemble Empirical Mode Decomposition and Nonlinear Time Series Analysis Methods","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2550696223","doi":"https://doi.org/10.1142/s0218127416502023","mag":"2550696223"},"language":"en","primary_location":{"id":"doi:10.1142/s0218127416502023","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127416502023","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Bifurcation and Chaos","raw_type":"journal-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/A5025474157","display_name":"Marjan Mozaffarilegha","orcid":null},"institutions":[{"id":"https://openalex.org/I58048189","display_name":"Shahid Beheshti University of Medical Sciences","ror":"https://ror.org/034m2b326","country_code":"IR","type":"education","lineage":["https://openalex.org/I58048189"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Marjan Mozaffarilegha","raw_affiliation_strings":["Department of Biomedical Engineering and Physics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and Physics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran","institution_ids":["https://openalex.org/I58048189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005155467","display_name":"Ali Esteki","orcid":"https://orcid.org/0000-0002-8661-4999"},"institutions":[{"id":"https://openalex.org/I58048189","display_name":"Shahid Beheshti University of Medical Sciences","ror":"https://ror.org/034m2b326","country_code":"IR","type":"education","lineage":["https://openalex.org/I58048189"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Esteki","raw_affiliation_strings":["Department of Biomedical Engineering and Physics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and Physics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran","institution_ids":["https://openalex.org/I58048189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041768312","display_name":"Mohsen Ahadi","orcid":"https://orcid.org/0000-0002-8591-2361"},"institutions":[{"id":"https://openalex.org/I161106909","display_name":"Iran University of Medical Sciences","ror":"https://ror.org/03w04rv71","country_code":"IR","type":"education","lineage":["https://openalex.org/I161106909"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohsen Ahadi","raw_affiliation_strings":["Department of Audiology, School of Rehabilitation, Iran University of Medical Sciences, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Audiology, School of Rehabilitation, Iran University of Medical Sciences, Tehran, Iran","institution_ids":["https://openalex.org/I161106909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027861860","display_name":"Ahmadreza Nazeri","orcid":"https://orcid.org/0000-0001-7234-5479"},"institutions":[{"id":"https://openalex.org/I58048189","display_name":"Shahid Beheshti University of Medical Sciences","ror":"https://ror.org/034m2b326","country_code":"IR","type":"education","lineage":["https://openalex.org/I58048189"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ahmadreza Nazeri","raw_affiliation_strings":["Department of Audiology, School of Rehabilitation, Shahid Beheshti University of Medical Sciences, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Audiology, School of Rehabilitation, Shahid Beheshti University of Medical Sciences, Tehran, Iran","institution_ids":["https://openalex.org/I58048189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025474157"],"corresponding_institution_ids":["https://openalex.org/I58048189"],"apc_list":null,"apc_paid":null,"fwci":1.1049,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79562044,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"26","issue":"12","first_page":"1650202","last_page":"1650202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10244","display_name":"Chaos control and synchronization","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10244","display_name":"Chaos control and synchronization","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9927999973297119,"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":0.9793000221252441,"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/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.812045156955719},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.7092897891998291},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.6036142110824585},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5875498056411743},{"id":"https://openalex.org/keywords/sabr-volatility-model","display_name":"SABR volatility model","score":0.5072019100189209},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5039457678794861},{"id":"https://openalex.org/keywords/white-noise","display_name":"White noise","score":0.4301772713661194},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.42105191946029663},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4111589193344116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3626929521560669},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3394734263420105},{"id":"https://openalex.org/keywords/volatility","display_name":"Volatility (finance)","score":0.12855717539787292},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11326456069946289}],"concepts":[{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.812045156955719},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7092897891998291},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.6036142110824585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5875498056411743},{"id":"https://openalex.org/C187625094","wikidata":"https://www.wikidata.org/wiki/Q7388452","display_name":"SABR volatility model","level":4,"score":0.5072019100189209},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5039457678794861},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.4301772713661194},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.42105191946029663},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4111589193344116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3626929521560669},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3394734263420105},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.12855717539787292},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11326456069946289},{"id":"https://openalex.org/C85393063","wikidata":"https://www.wikidata.org/wiki/Q596307","display_name":"Stochastic volatility","level":3,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"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/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"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:10.1142/s0218127416502023","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127416502023","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Bifurcation and Chaos","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5915859389","display_name":null,"funder_award_id":"141","funder_id":"https://openalex.org/F4320323457","funder_display_name":"Shahid Beheshti University of Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320323457","display_name":"Shahid Beheshti University of Medical Sciences","ror":"https://ror.org/034m2b326"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W121726796","https://openalex.org/W122965473","https://openalex.org/W124562466","https://openalex.org/W261760664","https://openalex.org/W1862394037","https://openalex.org/W1894940005","https://openalex.org/W1976135752","https://openalex.org/W1979293783","https://openalex.org/W1988255927","https://openalex.org/W1990353258","https://openalex.org/W1998727969","https://openalex.org/W1999376439","https://openalex.org/W2006679385","https://openalex.org/W2022071976","https://openalex.org/W2035381272","https://openalex.org/W2037918173","https://openalex.org/W2040704490","https://openalex.org/W2041287404","https://openalex.org/W2042099692","https://openalex.org/W2043038513","https://openalex.org/W2052151910","https://openalex.org/W2058742375","https://openalex.org/W2059851411","https://openalex.org/W2072734682","https://openalex.org/W2073718059","https://openalex.org/W2075436252","https://openalex.org/W2079134323","https://openalex.org/W2092566300","https://openalex.org/W2098746383","https://openalex.org/W2102977905","https://openalex.org/W2111115691","https://openalex.org/W2111417311","https://openalex.org/W2114385471","https://openalex.org/W2120390927","https://openalex.org/W2124428761","https://openalex.org/W2133849899","https://openalex.org/W2143160522","https://openalex.org/W2152254020","https://openalex.org/W2500040093","https://openalex.org/W4205178662","https://openalex.org/W4232380507"],"related_works":["https://openalex.org/W2549182546","https://openalex.org/W4283714926","https://openalex.org/W2171123343","https://openalex.org/W2802937241","https://openalex.org/W2767930639","https://openalex.org/W4388906216","https://openalex.org/W4307152771","https://openalex.org/W3138556019","https://openalex.org/W3028959428","https://openalex.org/W2416682162"],"abstract_inverted_index":{"The":[0,55,72,142],"speech-evoked":[1],"auditory":[2,19,32,271],"brainstem":[3,275],"response":[4],"(sABR)":[5],"shows":[6],"how":[7],"complex":[8],"sounds":[9],"such":[10,256],"as":[11],"speech":[12],"and":[13,29,122,139,156,171,173,189,197,200,217,228,232,234],"music":[14],"are":[15,50,126],"processed":[16],"in":[17,31,83,220,274],"the":[18,59,65,107,117,162,212,221,244,248],"system.":[20,34],"Speech-ABR":[21],"could":[22],"be":[23],"used":[24,37],"to":[25,63,76,105,161,226],"evaluate":[26,77],"particular":[27],"impairments":[28],"improvements":[30],"processing":[33],"Many":[35],"researchers":[36],"linear":[38],"approaches":[39],"for":[40,91,128,184,247],"characterizing":[41],"different":[42],"components":[43,94,219],"of":[44,58,68,95,145,214,243,267,270],"sABR":[45,70,96,134,146],"signal,":[46],"whereas":[47],"nonlinear":[48,124,268],"techniques":[49],"not":[51,253],"applied":[52],"so":[53],"commonly.":[54],"primary":[56],"aim":[57],"present":[60],"study":[61],"is":[62,75],"examine":[64],"underlying":[66],"dynamics":[67,273],"normal":[69],"signals.":[71],"secondary":[73],"goal":[74],"whether":[78],"some":[79],"chaotic":[80,168,216],"features":[81],"exist":[82],"this":[84],"signal.":[85],"We":[86],"have":[87],"presented":[88],"a":[89,140,261],"methodology":[90],"determining":[92],"various":[93],"signals,":[97],"by":[98],"performing":[99],"Ensemble":[100],"Empirical":[101],"Mode":[102],"Decomposition":[103],"(EEMD)":[104],"get":[106],"intrinsic":[108],"mode":[109],"functions":[110],"(IMFs).":[111],"Then,":[112],"composite":[113],"multiscale":[114],"entropy":[115],"(CMSE),":[116],"largest":[118],"Lyapunov":[119],"exponent":[120],"(LLE)":[121],"deterministic":[123,218],"prediction":[125],"computed":[127],"each":[129],"extracted":[130],"IMF.":[131],"EEMD":[132],"decomposes":[133],"signal":[135,222],"into":[136],"five":[137],"modes":[138],"residue.":[141],"CMSE":[143],"results":[144],"signals":[147],"obtained":[148],"from":[149],"40":[150],"healthy":[151],"people":[152],"showed":[153,181,192,203,211],"that":[154],"1st,":[155,188,227],"2nd":[157,190,229],"IMFs":[158,175,191,202],"were":[159],"similar":[160],"white":[163],"noise,":[164],"IMF-3":[165],"with":[166,176,194,206],"synthetic":[167],"time":[169],"series":[170],"4th,":[172],"5th":[174,201,235],"sine":[177],"waveform.":[178],"LLE":[179],"analysis":[180],"positive":[182],"values":[183],"3rd":[185,249],"IMFs.":[186,236],"Moreover,":[187],"overlaps":[193],"surrogate":[195,208],"data":[196],"3rd,":[198],"4th":[199,233],"no":[204],"overlap":[205],"corresponding":[207],"data.":[209],"Results":[210],"presence":[213],"noisy,":[215],"which":[223],"respectively":[224],"corresponded":[225],"IMFs,":[230],"IMF-3,":[231],"While":[237],"these":[238],"findings":[239],"provide":[240,260],"supportive":[241],"evidence":[242],"chaos":[245],"conjecture":[246],"IMF,":[250],"they":[251,259],"do":[252],"confirm":[254],"any":[255],"claims.":[257],"However,":[258],"first":[262],"step":[263],"towards":[264],"an":[265],"understanding":[266],"behavior":[269],"system":[272],"level.":[276]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
