{"id":"https://openalex.org/W3213829107","doi":"https://doi.org/10.1007/978-3-030-87094-2_25","title":"Interpretable Model for Artefact Detection in Local Field Potentials via Feature Extraction and Decision Trees","display_name":"Interpretable Model for Artefact Detection in Local Field Potentials via Feature Extraction and Decision Trees","publication_year":2021,"publication_date":"2021-11-17","ids":{"openalex":"https://openalex.org/W3213829107","doi":"https://doi.org/10.1007/978-3-030-87094-2_25","mag":"3213829107"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87094-2_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87094-2_25","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and 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/A5040712397","display_name":"Marcos Fabietti","orcid":"https://orcid.org/0000-0003-3093-5985"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Marcos I. Fabietti","raw_affiliation_strings":["Department of Computer Science, Nottingham Trent University, Nottingham, NG11 8NS, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Nottingham Trent University, Nottingham, NG11 8NS, UK","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027525633","display_name":"Mufti Mahmud","orcid":"https://orcid.org/0000-0002-2037-8348"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mufti Mahmud","raw_affiliation_strings":["Department of Computer Science, Nottingham Trent University, Nottingham, NG11 8NS, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Nottingham Trent University, Nottingham, NG11 8NS, UK","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006193695","display_name":"Ahmad Lotfi","orcid":"https://orcid.org/0000-0002-5139-6565"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmad Lotfi","raw_affiliation_strings":["Department of Computer Science, Nottingham Trent University, Nottingham, NG11 8NS, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Nottingham Trent University, Nottingham, NG11 8NS, UK","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087220123","display_name":"Alberto Averna","orcid":"https://orcid.org/0000-0001-9738-1281"},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Averna","raw_affiliation_strings":["Rehab Technologies, Istituto Italiano di Tecnologia, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"Rehab Technologies, Istituto Italiano di Tecnologia, Genova, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077671294","display_name":"David J. Guggenmos","orcid":"https://orcid.org/0000-0002-6753-9049"},"institutions":[{"id":"https://openalex.org/I4210128618","display_name":"University of Kansas Medical Center","ror":"https://ror.org/036c9yv20","country_code":"US","type":"funder","lineage":["https://openalex.org/I4210128618"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Guggenmos","raw_affiliation_strings":["Department of Physical Medicine and Rehabilitation, University of Kansas Medical Center, Kansas City, KS, USA"],"affiliations":[{"raw_affiliation_string":"Department of Physical Medicine and Rehabilitation, University of Kansas Medical Center, Kansas City, KS, USA","institution_ids":["https://openalex.org/I4210128618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020875418","display_name":"Randolph J. Nudo","orcid":"https://orcid.org/0000-0002-4674-0907"},"institutions":[{"id":"https://openalex.org/I4210128618","display_name":"University of Kansas Medical Center","ror":"https://ror.org/036c9yv20","country_code":"US","type":"funder","lineage":["https://openalex.org/I4210128618"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Randolph Nudo","raw_affiliation_strings":["Department of Physical Medicine and Rehabilitation, University of Kansas Medical Center, Kansas City, KS, USA"],"affiliations":[{"raw_affiliation_string":"Department of Physical Medicine and Rehabilitation, University of Kansas Medical Center, Kansas City, KS, USA","institution_ids":["https://openalex.org/I4210128618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113165936","display_name":"Michela Chiappalone","orcid":null},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michela Chiappalone","raw_affiliation_strings":["Rehab Technologies, Istituto Italiano di Tecnologia, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"Rehab Technologies, Istituto Italiano di Tecnologia, Genova, Italy","institution_ids":["https://openalex.org/I30771326"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5040712397"],"corresponding_institution_ids":["https://openalex.org/I52590639"],"apc_list":null,"apc_paid":null,"fwci":1.6264,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85752728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"288","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9980999827384949,"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":0.9980999827384949,"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/T10320","display_name":"Neural Networks and Applications","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.9441999793052673,"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":0.7461951971054077},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6914222836494446},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6390185356140137},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6243959665298462},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5982399582862854},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5949135422706604},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5716561675071716},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5544424057006836},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5086148977279663},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49145472049713135},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4739432632923126},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12494611740112305}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7461951971054077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6914222836494446},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6390185356140137},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6243959665298462},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5982399582862854},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5949135422706604},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5716561675071716},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5544424057006836},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5086148977279663},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49145472049713135},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4739432632923126},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12494611740112305},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-87094-2_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87094-2_25","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:irep.ntu.ac.uk:46602","is_oa":false,"landing_page_url":"http://irep.ntu.ac.uk/id/eprint/46602/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"},{"id":"pmh:oai:iris.unige.it:11567/1173675","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1173675","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7400000095367432,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1573153962","https://openalex.org/W1911803596","https://openalex.org/W2089324850","https://openalex.org/W2113412631","https://openalex.org/W2118410422","https://openalex.org/W2149772057","https://openalex.org/W2248655945","https://openalex.org/W2613933396","https://openalex.org/W2768561679","https://openalex.org/W2778289104","https://openalex.org/W2958992432","https://openalex.org/W2964303497","https://openalex.org/W2969656312","https://openalex.org/W2992947267","https://openalex.org/W2995223053","https://openalex.org/W2999681686","https://openalex.org/W3041420214","https://openalex.org/W3042194503","https://openalex.org/W3085162807","https://openalex.org/W3090401508","https://openalex.org/W3120414840","https://openalex.org/W3134456151"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2977677679","https://openalex.org/W2380784125","https://openalex.org/W1992327129","https://openalex.org/W2914806737","https://openalex.org/W2381986121","https://openalex.org/W3004057759","https://openalex.org/W2370918718","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
