{"id":"https://openalex.org/W2618936629","doi":"https://doi.org/10.1007/978-3-319-59740-9_44","title":"Sleep Stages Clustering Using Time and Spectral Features of EEG Signals","display_name":"Sleep Stages Clustering Using Time and Spectral Features of EEG Signals","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2618936629","doi":"https://doi.org/10.1007/978-3-319-59740-9_44","mag":"2618936629"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-59740-9_44","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59740-9_44","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","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/A5090537080","display_name":"Jos\u00e9 Luis Rodr\u00edguez-Sotelo","orcid":"https://orcid.org/0000-0002-6245-8223"},"institutions":[{"id":"https://openalex.org/I4210093237","display_name":"Universidad Autonoma de Manizales","ror":"https://ror.org/00jfare13","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210093237"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"J. L. Rodr\u00edguez-Sotelo","raw_affiliation_strings":["Universidad Aut\u00f3noma de Manizales, Manizales, Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Manizales, Manizales, Colombia","institution_ids":["https://openalex.org/I4210093237"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018009853","display_name":"Alejandro Osorio-Forero","orcid":"https://orcid.org/0000-0003-4341-4206"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"A. Osorio-Forero","raw_affiliation_strings":["Universidad de los Andes, Bogot\u00e1, Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad de los Andes, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042684144","display_name":"Alejandro Jim\u00e9nez-Rodr\u00edguez","orcid":"https://orcid.org/0000-0001-7172-1794"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"A. Jim\u00e9nez-Rodr\u00edguez","raw_affiliation_strings":["University of Freiburg, Freiburg im Breisgau, Germany"],"affiliations":[{"raw_affiliation_string":"University of Freiburg, Freiburg im Breisgau, Germany","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045820904","display_name":"Francia Restrepo de Mej\u00eda","orcid":"https://orcid.org/0000-0002-0352-0234"},"institutions":[{"id":"https://openalex.org/I4210093237","display_name":"Universidad Autonoma de Manizales","ror":"https://ror.org/00jfare13","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210093237"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"F. Restrepo-de-Mej\u00eda","raw_affiliation_strings":["Universidad Aut\u00f3noma de Manizales, Manizales, Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Manizales, Manizales, Colombia","institution_ids":["https://openalex.org/I4210093237"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062882562","display_name":"Diego H. Peluffo-Ord\u00f3\u0144ez","orcid":"https://orcid.org/0000-0002-9045-6997"},"institutions":[{"id":"https://openalex.org/I4210130315","display_name":"Universidad T\u00e9cnica del Norte","ror":"https://ror.org/03f0t8b71","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210130315"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"D. H. Peluffo-Ordo\u00f1ez","raw_affiliation_strings":["Universidad T\u00e9cnica del Norte, Ibarra, Ecuador"],"affiliations":[{"raw_affiliation_string":"Universidad T\u00e9cnica del Norte, Ibarra, Ecuador","institution_ids":["https://openalex.org/I4210130315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085632540","display_name":"J. Serrano","orcid":"https://orcid.org/0000-0002-5870-1462"},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"J. Serrano","raw_affiliation_strings":["Universidad de Yachay, San Miguel de Urcuqui Canton, Ecuador"],"affiliations":[{"raw_affiliation_string":"Universidad de Yachay, San Miguel de Urcuqui Canton, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090537080"],"corresponding_institution_ids":["https://openalex.org/I4210093237"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1537,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80305958,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"444","last_page":"455"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.998199999332428,"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":0.998199999332428,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9961000084877014,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9797999858856201,"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/computer-science","display_name":"Computer science","score":0.7640814781188965},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.702357828617096},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5905308723449707},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5723878145217896},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.48560968041419983},{"id":"https://openalex.org/keywords/spectral-analysis","display_name":"Spectral analysis","score":0.46119096875190735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44529348611831665},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.360103964805603},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09083983302116394},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08178415894508362}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7640814781188965},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.702357828617096},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5905308723449707},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5723878145217896},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.48560968041419983},{"id":"https://openalex.org/C2983668108","wikidata":"https://www.wikidata.org/wiki/Q280453","display_name":"Spectral analysis","level":3,"score":0.46119096875190735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44529348611831665},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.360103964805603},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09083983302116394},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08178415894508362},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-59740-9_44","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59740-9_44","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1523266811","https://openalex.org/W1545241942","https://openalex.org/W1820534876","https://openalex.org/W1930627803","https://openalex.org/W1963756232","https://openalex.org/W1974498657","https://openalex.org/W1992419399","https://openalex.org/W1993029710","https://openalex.org/W2012060192","https://openalex.org/W2015365430","https://openalex.org/W2021589706","https://openalex.org/W2048219658","https://openalex.org/W2049450510","https://openalex.org/W2049855494","https://openalex.org/W2069657950","https://openalex.org/W2094510831","https://openalex.org/W2101205226","https://openalex.org/W2108079127","https://openalex.org/W2128495200","https://openalex.org/W2131659142","https://openalex.org/W2132984323","https://openalex.org/W2139661067","https://openalex.org/W2146309606","https://openalex.org/W2149490731","https://openalex.org/W2289823396","https://openalex.org/W2309584085","https://openalex.org/W2405696836","https://openalex.org/W3022302886","https://openalex.org/W4205687621","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W2028496259","https://openalex.org/W2332107599"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
