{"id":"https://openalex.org/W4410457130","doi":"https://doi.org/10.1007/s00521-025-11300-8","title":"EEG-based motor imagery recognition via novel explainable ensemble learning architecture","display_name":"EEG-based motor imagery recognition via novel explainable ensemble learning architecture","publication_year":2025,"publication_date":"2025-05-17","ids":{"openalex":"https://openalex.org/W4410457130","doi":"https://doi.org/10.1007/s00521-025-11300-8"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-025-11300-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11300-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","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/A5079064034","display_name":"Antonio Luca Alfeo","orcid":"https://orcid.org/0000-0002-0928-3188"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I1300504238","display_name":"Piaggio (Italy)","ror":"https://ror.org/00r254y42","country_code":"IT","type":"company","lineage":["https://openalex.org/I1300504238"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonio L. Alfeo","raw_affiliation_strings":["Bioengineering and Robotics Research Center E. Piaggio, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy","Department of Information Engineering, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0928-3188","affiliations":[{"raw_affiliation_string":"Bioengineering and Robotics Research Center E. Piaggio, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy","institution_ids":["https://openalex.org/I1300504238"]},{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy","institution_ids":["https://openalex.org/I108290504","https://openalex.org/I1300504238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013014934","display_name":"Vincenzo Catrambone","orcid":"https://orcid.org/0000-0001-9030-7601"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I1300504238","display_name":"Piaggio (Italy)","ror":"https://ror.org/00r254y42","country_code":"IT","type":"company","lineage":["https://openalex.org/I1300504238"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Catrambone","raw_affiliation_strings":["Bioengineering and Robotics Research Center E. Piaggio, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy","Department of Information Engineering, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering and Robotics Research Center E. Piaggio, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy","institution_ids":["https://openalex.org/I1300504238"]},{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy","institution_ids":["https://openalex.org/I108290504","https://openalex.org/I1300504238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019498183","display_name":"Mario G. C. A. Cimino","orcid":"https://orcid.org/0000-0002-1031-1959"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I1300504238","display_name":"Piaggio (Italy)","ror":"https://ror.org/00r254y42","country_code":"IT","type":"company","lineage":["https://openalex.org/I1300504238"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario G. C. A. Cimino","raw_affiliation_strings":["Bioengineering and Robotics Research Center E. Piaggio, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy","Department of Information Engineering, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering and Robotics Research Center E. Piaggio, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy","institution_ids":["https://openalex.org/I1300504238"]},{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy","institution_ids":["https://openalex.org/I108290504","https://openalex.org/I1300504238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041459422","display_name":"Gaetano Valenza","orcid":"https://orcid.org/0000-0001-6574-1879"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I1300504238","display_name":"Piaggio (Italy)","ror":"https://ror.org/00r254y42","country_code":"IT","type":"company","lineage":["https://openalex.org/I1300504238"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gaetano Valenza","raw_affiliation_strings":["Bioengineering and Robotics Research Center E. Piaggio, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy","Department of Information Engineering, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering and Robotics Research Center E. Piaggio, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy","institution_ids":["https://openalex.org/I1300504238"]},{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, Largo Lucio Lazzarino 1, 56126, Pisa, Italy","institution_ids":["https://openalex.org/I108290504","https://openalex.org/I1300504238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079064034"],"corresponding_institution_ids":["https://openalex.org/I108290504","https://openalex.org/I1300504238"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.0531,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75604151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"37","issue":"20","first_page":"14971","last_page":"14995"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9884999990463257,"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/T10320","display_name":"Neural Networks and Applications","score":0.9873999953269958,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.768349289894104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7120808959007263},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.6974871754646301},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5741884112358093},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5095058083534241},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5066126585006714},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4796912372112274},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.46416547894477844},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3838501572608948},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.19838973879814148},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1770818829536438},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15308678150177002}],"concepts":[{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.768349289894104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7120808959007263},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.6974871754646301},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5741884112358093},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5095058083534241},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5066126585006714},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4796912372112274},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.46416547894477844},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3838501572608948},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.19838973879814148},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1770818829536438},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15308678150177002},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00521-025-11300-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11300-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:arpi.unipi.it:11568/1341497","is_oa":false,"landing_page_url":"https://hdl.handle.net/11568/1341497","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"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/article"},{"id":"pmh:oai:iris.uniecampus.it:11389/79175","is_oa":false,"landing_page_url":"https://hdl.handle.net/11389/79175","pdf_url":null,"source":{"id":"https://openalex.org/S4306400077","display_name":"IRIS eCampus Telematic University (Universit\u00e0 degli Studi eCampus)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167322064","host_organization_name":"Universit\u00e0 degli Studi eCampus","host_organization_lineage":["https://openalex.org/I167322064"],"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/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5436276284","display_name":null,"funder_award_id":"\"Reasoning\" project, PRIN 2020 LS Programme, Project number 2493 04-11-2021","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"},{"id":"https://openalex.org/G639122020","display_name":null,"funder_award_id":"\"FAIR\" PE00000013 - Spoke1 \"Humancentered AI\"","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321873","display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca","ror":"https://ror.org/0166hxq48"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W1862394037","https://openalex.org/W1975175182","https://openalex.org/W1978339758","https://openalex.org/W1981276685","https://openalex.org/W2020253000","https://openalex.org/W2049202684","https://openalex.org/W2076898331","https://openalex.org/W2092594036","https://openalex.org/W2119163516","https://openalex.org/W2119761601","https://openalex.org/W2142692934","https://openalex.org/W2146194630","https://openalex.org/W2150281486","https://openalex.org/W2158869137","https://openalex.org/W2354225344","https://openalex.org/W2602100901","https://openalex.org/W2606793288","https://openalex.org/W2755371172","https://openalex.org/W2789758093","https://openalex.org/W2792847701","https://openalex.org/W2888874411","https://openalex.org/W2900802277","https://openalex.org/W2911363454","https://openalex.org/W2922960328","https://openalex.org/W2949676527","https://openalex.org/W2950043641","https://openalex.org/W2957197241","https://openalex.org/W2958089299","https://openalex.org/W2963095307","https://openalex.org/W2992947267","https://openalex.org/W3004161400","https://openalex.org/W3007750490","https://openalex.org/W3047315945","https://openalex.org/W3080222908","https://openalex.org/W3080450783","https://openalex.org/W3082517044","https://openalex.org/W3093172598","https://openalex.org/W3095444354","https://openalex.org/W3106159447","https://openalex.org/W3111503488","https://openalex.org/W3122278135","https://openalex.org/W3125997628","https://openalex.org/W3132436882","https://openalex.org/W3166156066","https://openalex.org/W3171454251","https://openalex.org/W3189824096","https://openalex.org/W3199714491","https://openalex.org/W4200185183","https://openalex.org/W4200397833","https://openalex.org/W4205747909","https://openalex.org/W4206186876","https://openalex.org/W4207077148","https://openalex.org/W4232935919","https://openalex.org/W4256268619","https://openalex.org/W4256346332","https://openalex.org/W4281919143","https://openalex.org/W4285347478","https://openalex.org/W4288068377","https://openalex.org/W4313566626","https://openalex.org/W4366000470","https://openalex.org/W4366383894","https://openalex.org/W4366449224","https://openalex.org/W4377089290","https://openalex.org/W4382360397","https://openalex.org/W4386223689","https://openalex.org/W4387398547","https://openalex.org/W4389077474","https://openalex.org/W4390482203","https://openalex.org/W4390645910","https://openalex.org/W4391344768","https://openalex.org/W4393186456","https://openalex.org/W4393992045","https://openalex.org/W4394966883","https://openalex.org/W4399548036","https://openalex.org/W4402580549","https://openalex.org/W4402896950","https://openalex.org/W4405479867"],"related_works":["https://openalex.org/W2041547723","https://openalex.org/W4399901117","https://openalex.org/W2951280790","https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2573071966","https://openalex.org/W3100645810","https://openalex.org/W2069106223"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
