{"id":"https://openalex.org/W2546328916","doi":"https://doi.org/10.1142/s0218127416501868","title":"Epileptic Seizure Prediction Using a New Similarity Index for Chaotic Signals","display_name":"Epileptic Seizure Prediction Using a New Similarity Index for Chaotic Signals","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2546328916","doi":"https://doi.org/10.1142/s0218127416501868","mag":"2546328916"},"language":"en","primary_location":{"id":"doi:10.1142/s0218127416501868","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127416501868","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/A5047786682","display_name":"Hamid Niknazar","orcid":"https://orcid.org/0000-0003-0413-9133"},"institutions":[{"id":"https://openalex.org/I155419210","display_name":"Islamic Azad University, Science and Research Branch","ror":"https://ror.org/03187yj51","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I155419210"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Hamid Niknazar","raw_affiliation_strings":["Department of Biomedical Engineering, Science and Research Branch Islamic Azad University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Science and Research Branch Islamic Azad University, Tehran, Iran","institution_ids":["https://openalex.org/I155419210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011004371","display_name":"Ali Motie Nasrabadi","orcid":"https://orcid.org/0000-0002-3702-8547"},"institutions":[{"id":"https://openalex.org/I119025939","display_name":"Shahed University","ror":"https://ror.org/01e8ff003","country_code":"IR","type":"education","lineage":["https://openalex.org/I119025939"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Motie Nasrabadi","raw_affiliation_strings":["Department of Biomedical Engineering, Shahed University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Shahed University, Tehran, Iran","institution_ids":["https://openalex.org/I119025939"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047786682"],"corresponding_institution_ids":["https://openalex.org/I155419210"],"apc_list":null,"apc_paid":null,"fwci":1.5131,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.84155055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"26","issue":"11","first_page":"1650186","last_page":"1650186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9984999895095825,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9853000044822693,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.7197284698486328},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.7158914804458618},{"id":"https://openalex.org/keywords/logistic-map","display_name":"Logistic map","score":0.6385557651519775},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5791105628013611},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5579791069030762},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5561764240264893},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.5425142049789429},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5365054607391357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5040356516838074},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4970870316028595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4333198070526123},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3465661406517029},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.26509904861450195},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.26021265983581543},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08067771792411804}],"concepts":[{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7197284698486328},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.7158914804458618},{"id":"https://openalex.org/C205330730","wikidata":"https://www.wikidata.org/wiki/Q587182","display_name":"Logistic map","level":3,"score":0.6385557651519775},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5791105628013611},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5579791069030762},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5561764240264893},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.5425142049789429},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5365054607391357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5040356516838074},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4970870316028595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4333198070526123},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3465661406517029},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26509904861450195},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.26021265983581543},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08067771792411804},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218127416501868","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127416501868","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":[{"display_name":"Good health and well-being","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1969946769","https://openalex.org/W1979819271","https://openalex.org/W1995109385","https://openalex.org/W2001612033","https://openalex.org/W2004685246","https://openalex.org/W2007945931","https://openalex.org/W2015165863","https://openalex.org/W2025990419","https://openalex.org/W2037759858","https://openalex.org/W2045394053","https://openalex.org/W2056942882","https://openalex.org/W2087008353","https://openalex.org/W2087356873","https://openalex.org/W2088060843","https://openalex.org/W2088222765","https://openalex.org/W2110661716","https://openalex.org/W2159025673","https://openalex.org/W2164274563","https://openalex.org/W2169812774","https://openalex.org/W2316969999","https://openalex.org/W2414831821","https://openalex.org/W2489691424","https://openalex.org/W4298096237"],"related_works":["https://openalex.org/W2388148802","https://openalex.org/W2903140093","https://openalex.org/W2593952177","https://openalex.org/W1567811277","https://openalex.org/W2994758972","https://openalex.org/W2018914863","https://openalex.org/W1987248656","https://openalex.org/W2538527336","https://openalex.org/W2393587766","https://openalex.org/W2347952448"],"abstract_inverted_index":{"Epileptic":[0],"seizures":[1,13],"are":[2],"generated":[3],"by":[4,133],"abnormal":[5],"activity":[6,83],"of":[7,11,21,29,31,57,80,95,100,114],"neurons.":[8],"The":[9],"prediction":[10,94],"epileptic":[12,86,96],"is":[14,61,68,73],"an":[15],"important":[16],"issue":[17],"in":[18,108,119,149],"the":[19,27,71,77,81,125,129,157],"field":[20],"neurology,":[22],"since":[23],"it":[24,67,89],"may":[25],"improve":[26],"quality":[28],"life":[30],"patients":[32,111,121],"suffering":[33],"from":[34],"drug":[35],"resistant":[36],"epilepsy.":[37],"In":[38],"this":[39],"study":[40],"a":[41],"new":[42],"similarity":[43,151],"index":[44],"based":[45],"on":[46,135],"symbolic":[47],"dynamic":[48],"techniques":[49],"which":[50],"can":[51,90],"be":[52,91],"used":[53,92],"for":[54,93],"extracting":[55],"behavior":[56],"chaotic":[58,159],"time":[59,154],"series":[60,155],"presented.":[62],"Using":[63],"Freiburg":[64],"EEG":[65],"dataset,":[66],"found":[69],"that":[70],"method":[72,130],"able":[74],"to":[75,85,143],"detect":[76],"behavioral":[78],"changes":[79],"neural":[82],"prior":[84],"seizures,":[87],"so":[88],"seizure.":[97],"A":[98],"sensitivity":[99,113],"63.75%":[101],"with":[102,116,140,156],"0.33":[103,117],"false":[104],"positive":[105],"rate":[106],"(FPR)":[107],"all":[109],"21":[110],"and":[112,137,147],"96.66%":[115],"FPR":[118],"eight":[120],"were":[122],"achieved":[123],"using":[124],"proposed":[126],"method.":[127],"Moreover,":[128],"was":[131],"evaluated":[132],"applying":[134],"Logistic":[136],"Tent":[138],"map":[139],"different":[141],"parameters":[142],"demonstrate":[144],"its":[145],"robustness":[146],"ability":[148],"determining":[150],"between":[152],"two":[153],"same":[158],"characterization.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
