{"id":"https://openalex.org/W3091912301","doi":"https://doi.org/10.1007/s42979-020-00345-2","title":"Analyzing Intracranial EEG in Pharmacoresistant Epilepsy Patients Using Hidden Markov Models and Time Series Forecasting Methods","display_name":"Analyzing Intracranial EEG in Pharmacoresistant Epilepsy Patients Using Hidden Markov Models and Time Series Forecasting Methods","publication_year":2020,"publication_date":"2020-10-09","ids":{"openalex":"https://openalex.org/W3091912301","doi":"https://doi.org/10.1007/s42979-020-00345-2","mag":"3091912301"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-020-00345-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-020-00345-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","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/A5003828579","display_name":"Ashok Bhowmick","orcid":"https://orcid.org/0000-0001-9384-6280"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Ashok Bhowmick","raw_affiliation_strings":["Data Science Lab, Mechanical Industrial Engineering Department, Ryerson University, Toronto, ON, M5B 2K3, Canada"],"raw_orcid":"https://orcid.org/0000-0001-9384-6280","affiliations":[{"raw_affiliation_string":"Data Science Lab, Mechanical Industrial Engineering Department, Ryerson University, Toronto, ON, M5B 2K3, Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070091996","display_name":"M\u00fccahit \u00c7evik","orcid":"https://orcid.org/0000-0003-4020-6305"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mucahit Cevik","raw_affiliation_strings":["Data Science Lab, Mechanical Industrial Engineering Department, Ryerson University, Toronto, ON, M5B 2K3, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science Lab, Mechanical Industrial Engineering Department, Ryerson University, Toronto, ON, M5B 2K3, Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080569424","display_name":"Ay\u015fe Bener","orcid":"https://orcid.org/0000-0003-4934-8326"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ayse Basar","raw_affiliation_strings":["Data Science Lab, Mechanical Industrial Engineering Department, Ryerson University, Toronto, ON, M5B 2K3, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science Lab, Mechanical Industrial Engineering Department, Ryerson University, Toronto, ON, M5B 2K3, Canada","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003828579"],"corresponding_institution_ids":["https://openalex.org/I530967"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.1137,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.44253776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"1","issue":"6","first_page":null,"last_page":null},"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/T10320","display_name":"Neural Networks and Applications","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9919999837875366,"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/epilepsy","display_name":"Epilepsy","score":0.6029879450798035},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5935572981834412},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.5813153982162476},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48506227135658264},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.44147664308547974},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.42925554513931274},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3754669427871704},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2974940836429596},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2666921019554138},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.0658780038356781}],"concepts":[{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6029879450798035},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5935572981834412},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.5813153982162476},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48506227135658264},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.44147664308547974},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.42925554513931274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3754669427871704},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2974940836429596},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2666921019554138},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0658780038356781},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-020-00345-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-020-00345-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W62719046","https://openalex.org/W390396809","https://openalex.org/W616495276","https://openalex.org/W1486632395","https://openalex.org/W1512746852","https://openalex.org/W1519547058","https://openalex.org/W1559679762","https://openalex.org/W1728842521","https://openalex.org/W1963865915","https://openalex.org/W1964118546","https://openalex.org/W1981276685","https://openalex.org/W1988171432","https://openalex.org/W1991133427","https://openalex.org/W2004234859","https://openalex.org/W2015875947","https://openalex.org/W2042151490","https://openalex.org/W2046033161","https://openalex.org/W2053283911","https://openalex.org/W2059414125","https://openalex.org/W2064675550","https://openalex.org/W2071120977","https://openalex.org/W2076063813","https://openalex.org/W2093135704","https://openalex.org/W2099094909","https://openalex.org/W2099263404","https://openalex.org/W2112796928","https://openalex.org/W2125838338","https://openalex.org/W2128267434","https://openalex.org/W2142026114","https://openalex.org/W2159428469","https://openalex.org/W2334762131","https://openalex.org/W2338591783","https://openalex.org/W2340049620","https://openalex.org/W2340434684","https://openalex.org/W2564110302","https://openalex.org/W2611984779","https://openalex.org/W2742947407","https://openalex.org/W2768189107","https://openalex.org/W2790407631","https://openalex.org/W2811507150","https://openalex.org/W2884001105","https://openalex.org/W2884159461","https://openalex.org/W2888173383","https://openalex.org/W2907530313","https://openalex.org/W2919115771","https://openalex.org/W2980994438","https://openalex.org/W2998694088","https://openalex.org/W3003074332","https://openalex.org/W3003257820","https://openalex.org/W3004158844","https://openalex.org/W3019166713","https://openalex.org/W3040854424","https://openalex.org/W3046719971","https://openalex.org/W3103145119","https://openalex.org/W4245668478"],"related_works":["https://openalex.org/W2110189011","https://openalex.org/W2300756399","https://openalex.org/W2606211429","https://openalex.org/W2103945074","https://openalex.org/W2443576641","https://openalex.org/W3005977779","https://openalex.org/W2348971162","https://openalex.org/W2094645256","https://openalex.org/W2163104979","https://openalex.org/W2036021899"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}