{"id":"https://openalex.org/W4386859321","doi":"https://doi.org/10.1109/paee59932.2023.10244522","title":"Machine Learning-Based Cascade Filtering System for fNIRS Data Analysis","display_name":"Machine Learning-Based Cascade Filtering System for fNIRS Data Analysis","publication_year":2023,"publication_date":"2023-06-26","ids":{"openalex":"https://openalex.org/W4386859321","doi":"https://doi.org/10.1109/paee59932.2023.10244522"},"language":"en","primary_location":{"id":"doi:10.1109/paee59932.2023.10244522","doi":"https://doi.org/10.1109/paee59932.2023.10244522","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/paee59932.2023.10244522","pdf_url":null,"source":{"id":"https://openalex.org/S7407085986","display_name":"Progress in Applied Electrical Engineering (PAEE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Progress in Applied Electrical Engineering (PAEE)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5048886937","display_name":"Mariusz Pelc","orcid":"https://orcid.org/0000-0003-2818-1010","observed_orcids":["https://orcid.org/0000-0003-2818-1010"]},"institutions":[{"id":"https://openalex.org/I119217307","display_name":"Opole University of Technology","ror":"https://ror.org/05sj5k538","country_code":"PL","type":"education","lineage":["https://openalex.org/I119217307"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Mariusz Pelc","raw_affiliation_strings":["Opole University of Technology,Faculty of Electrical Engineering, Automatic Control and Informatics,Opole,Poland","Faculty of Electrical Engineering, Automatic Control and Informatics, Opole University of Technology, Opole, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Opole University of Technology,Faculty of Electrical Engineering, Automatic Control and Informatics,Opole,Poland","institution_ids":["https://openalex.org/I119217307"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Automatic Control and Informatics, Opole University of Technology, Opole, Poland","institution_ids":["https://openalex.org/I119217307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086266633","display_name":"Dariusz Miko\u0142ajewski","orcid":"https://orcid.org/0000-0003-4157-2796","observed_orcids":["https://orcid.org/0000-0003-4157-2796"]},"institutions":[{"id":"https://openalex.org/I149592570","display_name":"Kazimierz Wielki University in Bydgoszcz","ror":"https://ror.org/018zpxs61","country_code":"PL","type":"education","lineage":["https://openalex.org/I149592570"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Dariusz Miko\u0142ajewski","raw_affiliation_strings":["Institute of Computer Science Kazimierz Wielki University, Bydgoszcz, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science Kazimierz Wielki University, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I149592570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064247235","display_name":"Tuukka Ruotsalo","orcid":"https://orcid.org/0000-0002-2203-4928","observed_orcids":["https://orcid.org/0000-0002-2203-4928"]},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]},{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["DK","FI"],"is_corresponding":false,"raw_author_name":"Tuukka Ruotsalo","raw_affiliation_strings":["University of Helsinki, Finland","University of Copenhagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"University of Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017930924","display_name":"Luis A. Leiva","orcid":"https://orcid.org/0000-0002-5011-1847","observed_orcids":["https://orcid.org/0000-0002-5011-1847"]},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Luis A. Leiva","raw_affiliation_strings":["University of Luxembourg,Department of Computer Science,Luxembourg,Luxembourg","Department of Computer Science, University of Luxembourg, Luxembourg, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Luxembourg,Department of Computer Science,Luxembourg,Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Department of Computer Science, University of Luxembourg, Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050267725","display_name":"Adam Sudo\u0142","orcid":"https://orcid.org/0000-0001-9620-0688","observed_orcids":["https://orcid.org/0000-0001-9620-0688"]},"institutions":[{"id":"https://openalex.org/I170583851","display_name":"University of Opole","ror":"https://ror.org/04gbpnx96","country_code":"PL","type":"education","lineage":["https://openalex.org/I170583851"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Adam Sudo\u0142","raw_affiliation_strings":["University of Opole,Faculty of Natural and Technical Sciences,Opole,Poland","Faculty of Natural and Technical Sciences, University of Opole, Opole, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Opole,Faculty of Natural and Technical Sciences,Opole,Poland","institution_ids":["https://openalex.org/I170583851"]},{"raw_affiliation_string":"Faculty of Natural and Technical Sciences, University of Opole, Opole, Poland","institution_ids":["https://openalex.org/I170583851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072889658","display_name":"Edward Jacek Gorzela\u0144czyk","orcid":"https://orcid.org/0000-0001-9334-9700","observed_orcids":["https://orcid.org/0000-0001-9334-9700"]},"institutions":[{"id":"https://openalex.org/I149592570","display_name":"Kazimierz Wielki University in Bydgoszcz","ror":"https://ror.org/018zpxs61","country_code":"PL","type":"education","lineage":["https://openalex.org/I149592570"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Edward Jacek Gorzela\u0144czyk","raw_affiliation_strings":["Institute of Philosophy Kazimierz Wielki University, Bydgoszcz, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Philosophy Kazimierz Wielki University, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I149592570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048968984","display_name":"Adam \u0141ysiak","orcid":"https://orcid.org/0000-0002-9562-7345","observed_orcids":["https://orcid.org/0000-0002-9562-7345"]},"institutions":[{"id":"https://openalex.org/I119217307","display_name":"Opole University of Technology","ror":"https://ror.org/05sj5k538","country_code":"PL","type":"education","lineage":["https://openalex.org/I119217307"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Adam \u0141ysiak","raw_affiliation_strings":["Opole University of Technology,Faculty of Electrical Engineering, Automatic Control and Informatics,Opole,Poland","Faculty of Electrical Engineering, Automatic Control and Informatics, Opole University of Technology, Opole, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Opole University of Technology,Faculty of Electrical Engineering, Automatic Control and Informatics,Opole,Poland","institution_ids":["https://openalex.org/I119217307"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Automatic Control and Informatics, Opole University of Technology, Opole, Poland","institution_ids":["https://openalex.org/I119217307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054274529","display_name":"Aleksandra Kawala\u2010Sterniuk","orcid":"https://orcid.org/0000-0001-7826-1292","observed_orcids":["https://orcid.org/0000-0001-7826-1292"]},"institutions":[{"id":"https://openalex.org/I119217307","display_name":"Opole University of Technology","ror":"https://ror.org/05sj5k538","country_code":"PL","type":"education","lineage":["https://openalex.org/I119217307"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Aleksandra Kawala-Sterniuk","raw_affiliation_strings":["Opole University of Technology,Faculty of Electrical Engineering, Automatic Control and Informatics,Opole,Poland","Faculty of Electrical Engineering, Automatic Control and Informatics, Opole University of Technology, Opole, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Opole University of Technology,Faculty of Electrical Engineering, Automatic Control and Informatics,Opole,Poland","institution_ids":["https://openalex.org/I119217307"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Automatic Control and Informatics, Opole University of Technology, Opole, Poland","institution_ids":["https://openalex.org/I119217307"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.288,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87803997,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"168","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.0027000000700354576,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/functional-near-infrared-spectroscopy","display_name":"functional near-infrared spectroscopy","score":0.9380000233650208},{"id":"https://openalex.org/keywords/filter-parameter-selection","display_name":"filter parameter selection","score":0.7260000109672546},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.7440000176429749},{"id":"https://openalex.org/keywords/brain-signal-processing","display_name":"brain signal processing","score":0.5509999990463257},{"id":"https://openalex.org/keywords/signal-artifacts","display_name":"signal artifacts","score":0.41200000047683716},{"id":"https://openalex.org/keywords/cerebral-oxygenation","display_name":"cerebral oxygenation","score":0.5360000133514404}],"concepts":[{"id":"https://openalex.org/C130796691","wikidata":"https://www.wikidata.org/wiki/Q750537","display_name":"Functional near-infrared spectroscopy","level":4,"score":0.8270860910415649},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7591812610626221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6931766867637634},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.6474963426589966},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5988183617591858},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5939361453056335},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.5912923216819763},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4306142330169678},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37839874625205994},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3393344283103943},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.19632062315940857},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.13950508832931519},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11927935481071472},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11203831434249878},{"id":"https://openalex.org/C2781195155","wikidata":"https://www.wikidata.org/wiki/Q18680","display_name":"Prefrontal cortex","level":3,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/paee59932.2023.10244522","doi":"https://doi.org/10.1109/paee59932.2023.10244522","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/paee59932.2023.10244522","pdf_url":null,"source":{"id":"https://openalex.org/S7407085986","display_name":"Progress in Applied Electrical Engineering (PAEE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Progress in Applied Electrical Engineering (PAEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/87ef8dd6-db69-466c-9f22-7237a0af772f","doi":null,"is_oa":false,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/87ef8dd6-db69-466c-9f22-7237a0af772f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pelc, M, Mikolajewski, D, Ruotsalo, T, Leiva, L A, Sudol, A, Gorzelanczyk, E J, Lysiak, A & Kawala-Sterniuk, A 2023, Machine Learning-Based Cascade Filtering System for fNIRS Data Analysis. in 2023 Progress in Applied Electrical Engineering, PAEE 2023. IEEE, pp. 1-5, 2023 Progress in Applied Electrical Engineering, PAEE 2023, Koscielisko, Poland, 26/06/2023. https://doi.org/10.1109/PAEE59932.2023.10244522","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1993039058","https://openalex.org/W1993230712","https://openalex.org/W2031693301","https://openalex.org/W2139262827","https://openalex.org/W2331624323","https://openalex.org/W2549694781","https://openalex.org/W2756100689","https://openalex.org/W2897538384","https://openalex.org/W2976957746","https://openalex.org/W3004612918","https://openalex.org/W3008359683","https://openalex.org/W3010573150","https://openalex.org/W3011212497","https://openalex.org/W3090870436","https://openalex.org/W3099129475","https://openalex.org/W3102196684","https://openalex.org/W3118932394","https://openalex.org/W3209735672","https://openalex.org/W4220910507","https://openalex.org/W4224260189","https://openalex.org/W4291720785","https://openalex.org/W4361297352"],"related_works":["https://openalex.org/W4403606582","https://openalex.org/W3028134170","https://openalex.org/W6977537668","https://openalex.org/W3201673097","https://openalex.org/W4309184625","https://openalex.org/W3001025849","https://openalex.org/W4400641410","https://openalex.org/W2108784838","https://openalex.org/W1993981298","https://openalex.org/W2076730547"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"preliminary":[4],"study":[5],"on":[6],"the":[7,15,22,35,40],"use":[8],"of":[9,18,24,37],"machine":[10],"learning-based":[11],"methods":[12],"to":[13,53],"select":[14],"appropriate":[16],"parameters":[17],"cascade":[19],"filters":[20],"in":[21,39],"analysis":[23],"brain":[25,41,48],"signals":[26,45],"recorded":[27],"using":[28],"functional":[29],"infrared":[30],"spectroscopy":[31],"(fNIRS),":[32],"which":[33],"shows":[34],"level":[36],"oxygenation":[38],"and,":[42],"unlike":[43],"EEG":[44],"(showing":[46],"electrical":[47],"activity),":[49],"are":[50],"less":[51],"prone":[52],"potential":[54],"interference,":[55],"disturbances":[56],"or":[57],"artifacts":[58],"occurrence.":[59]},"counts_by_year":[{"year":2024,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-09-20T00:00:00"}
