{"id":"https://openalex.org/W1537512715","doi":"https://doi.org/10.1007/978-3-642-11282-9_19","title":"GA/SVM for Diagnosis Sleep Stages Using Non-linear and Spectral Features","display_name":"GA/SVM for Diagnosis Sleep Stages Using Non-linear and Spectral Features","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1537512715","doi":"https://doi.org/10.1007/978-3-642-11282-9_19","mag":"1537512715"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-11282-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-11282-9_19","pdf_url":null,"source":{"id":"https://openalex.org/S4210208846","display_name":"Advances in intelligent and soft computing","issn_l":"1867-5662","issn":["1867-5662","1867-5670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent and Soft Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5004328624","display_name":"Maryam Vatankhah","orcid":"https://orcid.org/0000-0002-6599-9498"},"institutions":[{"id":"https://openalex.org/I183859904","display_name":"Islamic Azad University, Mashhad","ror":"https://ror.org/00bvysh61","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I183859904"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Maryam Vatankhah","raw_affiliation_strings":["Islamic Azad University of Mashhad, young researcher club members,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Islamic Azad University of Mashhad, young researcher club members,","institution_ids":["https://openalex.org/I183859904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069500538","display_name":"Mohammad Reza Akbarzadeh Totonchi","orcid":null},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Reza Akbarzadeh Totonchi","raw_affiliation_strings":["Associate Professor, Departments of Electrical and Computer Engineering, Ferdowsi University of Mashhad,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Associate Professor, Departments of Electrical and Computer Engineering, Ferdowsi University of Mashhad,","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025664071","display_name":"Ali Moghimi","orcid":"https://orcid.org/0000-0002-4196-5023"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Moghimi","raw_affiliation_strings":["Associate Professor, Dept. of Biology, Faculty of Sciences, Ferdowsi University of Mashhad, FUM,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Associate Professor, Dept. of Biology, Faculty of Sciences, Ferdowsi University of Mashhad, FUM,","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015883904","display_name":"Vahid Asadpour","orcid":null},"institutions":[{"id":"https://openalex.org/I3132928613","display_name":"Sadjad University of Technology","ror":"https://ror.org/04b9hej41","country_code":"IR","type":"education","lineage":["https://openalex.org/I3132928613"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Vahid Asadpour","raw_affiliation_strings":["Assistant Professor, Electrical Engineering Department, Sadjad University,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor, Electrical Engineering Department, Sadjad University,","institution_ids":["https://openalex.org/I3132928613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.09418838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"175","last_page":"184"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9955999851226807,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9747999906539917,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/non-rapid-eye-movement-sleep","display_name":"Non-rapid eye movement sleep","score":0.8377091884613037},{"id":"https://openalex.org/keywords/polysomnogram","display_name":"Polysomnogram","score":0.6923052668571472},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6695581078529358},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6619089841842651},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6278349161148071},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.602374792098999},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.5939704179763794},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5644565224647522},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5270614624023438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4797031581401825},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4479779005050659},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4208250641822815},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.41691672801971436},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.36395591497421265},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.30924755334854126},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.2731718420982361},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2399841845035553}],"concepts":[{"id":"https://openalex.org/C20566671","wikidata":"https://www.wikidata.org/wiki/Q1752878","display_name":"Non-rapid eye movement sleep","level":3,"score":0.8377091884613037},{"id":"https://openalex.org/C2909718394","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnogram","level":4,"score":0.6923052668571472},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6695581078529358},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6619089841842651},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6278349161148071},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.602374792098999},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.5939704179763794},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5644565224647522},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5270614624023438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4797031581401825},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4479779005050659},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4208250641822815},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.41691672801971436},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.36395591497421265},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.30924755334854126},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.2731718420982361},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2399841845035553},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-11282-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-11282-9_19","pdf_url":null,"source":{"id":"https://openalex.org/S4210208846","display_name":"Advances in intelligent and soft computing","issn_l":"1867-5662","issn":["1867-5662","1867-5670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent and Soft Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W200409851","https://openalex.org/W1539150806","https://openalex.org/W1902415956","https://openalex.org/W1970593689","https://openalex.org/W1996684754","https://openalex.org/W1999238532","https://openalex.org/W2039174948","https://openalex.org/W2047062262","https://openalex.org/W2052185075","https://openalex.org/W2058224725","https://openalex.org/W2088082588","https://openalex.org/W2097171469","https://openalex.org/W2099124121","https://openalex.org/W2115690494","https://openalex.org/W2122174543","https://openalex.org/W2128160076","https://openalex.org/W2130774507","https://openalex.org/W2143426320","https://openalex.org/W2146955662","https://openalex.org/W2154313783","https://openalex.org/W6836881775"],"related_works":["https://openalex.org/W3043638475","https://openalex.org/W2954331597","https://openalex.org/W2312564375","https://openalex.org/W2939360004","https://openalex.org/W1969232382","https://openalex.org/W1997399462","https://openalex.org/W1246045855","https://openalex.org/W2406124037","https://openalex.org/W2188648345","https://openalex.org/W4287554351"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}