{"id":"https://openalex.org/W2810809659","doi":"https://doi.org/10.1007/978-3-319-77604-0_15","title":"Unsupervised Machine Learning in Classification of Neurobiological Data","display_name":"Unsupervised Machine Learning in Classification of Neurobiological Data","publication_year":2018,"publication_date":"2018-05-18","ids":{"openalex":"https://openalex.org/W2810809659","doi":"https://doi.org/10.1007/978-3-319-77604-0_15","mag":"2810809659"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-77604-0_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-77604-0_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210219266","display_name":"Studies in big data","issn_l":"2197-6503","issn":["2197-6503","2197-6511"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Big Data","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/A5043138251","display_name":"Konrad A. Ciecierski","orcid":"https://orcid.org/0000-0003-2471-3016"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]},{"id":"https://openalex.org/I4210087266","display_name":"Institute of Computer Science","ror":"https://ror.org/003fvp964","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210087266","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Konrad A. Ciecierski","raw_affiliation_strings":["Institute of Computer Science, Warsaw University of Technology, 00-655, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Warsaw University of Technology, 00-655, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487","https://openalex.org/I4210087266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079088104","display_name":"Tomasz Mandat","orcid":"https://orcid.org/0000-0003-3480-0412"},"institutions":[{"id":"https://openalex.org/I4210150880","display_name":"The Maria Sklodowska-Curie National Research Institute of Oncology","ror":"https://ror.org/04qcjsm24","country_code":"PL","type":"healthcare","lineage":["https://openalex.org/I4210150880"]},{"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":"Tomasz Mandat","raw_affiliation_strings":["Department of Neurosurgery, Institute of Psychiatry and Neurology, Warsaw, Poland","Department of Neurosurgery, M. Sklodowska-Curie Memorial Oncology Center, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, Institute of Psychiatry and Neurology, Warsaw, Poland","institution_ids":["https://openalex.org/I4210153937"]},{"raw_affiliation_string":"Department of Neurosurgery, M. Sklodowska-Curie Memorial Oncology Center, Warsaw, Poland","institution_ids":["https://openalex.org/I4210150880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043138251"],"corresponding_institution_ids":["https://openalex.org/I108403487","https://openalex.org/I4210087266"],"apc_list":null,"apc_paid":null,"fwci":6.1116,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96313517,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"203","last_page":"212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9787999987602234,"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/computer-science","display_name":"Computer science","score":0.5362291932106018},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5166359543800354},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4452536702156067},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42857062816619873},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36078834533691406}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5362291932106018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5166359543800354},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4452536702156067},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42857062816619873},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36078834533691406}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-77604-0_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-77604-0_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210219266","display_name":"Studies in big data","issn_l":"2197-6503","issn":["2197-6503","2197-6511"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Big Data","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W5786955","https://openalex.org/W195533127","https://openalex.org/W286714442","https://openalex.org/W632719117","https://openalex.org/W1483513243","https://openalex.org/W1607107009","https://openalex.org/W1923465282","https://openalex.org/W1994678796","https://openalex.org/W2046548487","https://openalex.org/W2073780915","https://openalex.org/W2444287363","https://openalex.org/W2491043248","https://openalex.org/W2561675875","https://openalex.org/W3143942160"],"related_works":["https://openalex.org/W3196155444","https://openalex.org/W4287665842","https://openalex.org/W3209574120","https://openalex.org/W3087576162","https://openalex.org/W3210156800","https://openalex.org/W3095538999","https://openalex.org/W3046775127","https://openalex.org/W3123344745","https://openalex.org/W4306321456","https://openalex.org/W3170950703"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
