{"id":"https://openalex.org/W2996950813","doi":"https://doi.org/10.1007/978-3-030-37446-4_12","title":"Self-organizing Maps Using Acoustic Features for Prediction of State Change in Bipolar Disorder","display_name":"Self-organizing Maps Using Acoustic Features for Prediction of State Change in Bipolar Disorder","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2996950813","doi":"https://doi.org/10.1007/978-3-030-37446-4_12","mag":"2996950813"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-37446-4_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-37446-4_12","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/A5015281505","display_name":"Olga Kami\u0144ska","orcid":"https://orcid.org/0000-0003-3940-9471"},"institutions":[{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Olga Kami\u0144ska","raw_affiliation_strings":["Britenet Group, Karolkowa 30, 01-207, Warsaw, Poland","Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0003-3940-9471","affiliations":[{"raw_affiliation_string":"Britenet Group, Karolkowa 30, 01-207, Warsaw, Poland","institution_ids":[]},{"raw_affiliation_string":"Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090397097","display_name":"Katarzyna Kaczmarek\u2010Majer","orcid":"https://orcid.org/0000-0003-0422-9366"},"institutions":[{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Katarzyna Kaczmarek-Majer","raw_affiliation_strings":["Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0003-0422-9366","affiliations":[{"raw_affiliation_string":"Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058101576","display_name":"Karol Opara","orcid":"https://orcid.org/0000-0002-7149-4031"},"institutions":[{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Karol Opara","raw_affiliation_strings":["Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-7149-4031","affiliations":[{"raw_affiliation_string":"Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076353022","display_name":"Wit Jakuczun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wit Jakuczun","raw_affiliation_strings":["Britenet Group, Karolkowa 30, 01-207, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Britenet Group, Karolkowa 30, 01-207, Warsaw, Poland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088722076","display_name":"Monika Dominiak","orcid":"https://orcid.org/0000-0002-1423-2289"},"institutions":[{"id":"https://openalex.org/I4210153937","display_name":"Institute of Psychiatry and Neurology","ror":"https://ror.org/0468k6j36","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210153937"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Monika Dominiak","raw_affiliation_strings":["Department of Affective Disorders, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957, Warsaw, Poland","Department of Pharmacology, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Affective Disorders, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957, Warsaw, Poland","institution_ids":["https://openalex.org/I4210153937"]},{"raw_affiliation_string":"Department of Pharmacology, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957, Warsaw, Poland","institution_ids":["https://openalex.org/I4210153937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071346438","display_name":"Anna Antosik-W\u00f3jci\u0144ska","orcid":"https://orcid.org/0000-0002-8570-4706"},"institutions":[{"id":"https://openalex.org/I4210153937","display_name":"Institute of Psychiatry and Neurology","ror":"https://ror.org/0468k6j36","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210153937"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Anna Antosik-W\u00f3jci\u0144ska","raw_affiliation_strings":["Department of Affective Disorders, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-8570-4706","affiliations":[{"raw_affiliation_string":"Department of Affective Disorders, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957, Warsaw, Poland","institution_ids":["https://openalex.org/I4210153937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005480077","display_name":"\u0141ukasz \u015awi\u0119cicki","orcid":"https://orcid.org/0000-0002-1823-3422"},"institutions":[{"id":"https://openalex.org/I4210153937","display_name":"Institute of Psychiatry and Neurology","ror":"https://ror.org/0468k6j36","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210153937"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"\u0141ukasz \u015awi\u0229cicki","raw_affiliation_strings":["Department of Affective Disorders, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Affective Disorders, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957, Warsaw, Poland","institution_ids":["https://openalex.org/I4210153937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023109012","display_name":"Olgierd Hryniewicz","orcid":"https://orcid.org/0000-0001-9877-508X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olgierd Hryniewicz","raw_affiliation_strings":["Britenet Group, Karolkowa 30, 01-207, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0001-9877-508X","affiliations":[{"raw_affiliation_string":"Britenet Group, Karolkowa 30, 01-207, Warsaw, Poland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5015281505"],"corresponding_institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.0044,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9571738,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"148","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.975600004196167,"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":0.975600004196167,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9496999979019165,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.932200014591217,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8100625276565552},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4924052953720093},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.46148887276649475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35343366861343384},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16654697060585022},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.14873608946800232}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8100625276565552},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4924052953720093},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.46148887276649475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35343366861343384},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16654697060585022},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.14873608946800232}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-37446-4_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-37446-4_12","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":21,"referenced_works":["https://openalex.org/W121550088","https://openalex.org/W1679913846","https://openalex.org/W1831050183","https://openalex.org/W2003502731","https://openalex.org/W2005069458","https://openalex.org/W2045566047","https://openalex.org/W2074788634","https://openalex.org/W2075704313","https://openalex.org/W2084109136","https://openalex.org/W2090777335","https://openalex.org/W2408449330","https://openalex.org/W2589993082","https://openalex.org/W2622683509","https://openalex.org/W2754132524","https://openalex.org/W2783376005","https://openalex.org/W2883363256","https://openalex.org/W2898980145","https://openalex.org/W2901072521","https://openalex.org/W3134891749","https://openalex.org/W4211069648","https://openalex.org/W4213332169"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2034551444","https://openalex.org/W2023416609","https://openalex.org/W2051216975","https://openalex.org/W2982550593","https://openalex.org/W1844640764","https://openalex.org/W2978573861","https://openalex.org/W1541479232"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}