{"id":"https://openalex.org/W2753934359","doi":"https://doi.org/10.1007/978-3-319-56904-8_26","title":"On the Classification of EEG Signal by Using an SVM Based Algorithm","display_name":"On the Classification of EEG Signal by Using an SVM Based Algorithm","publication_year":2017,"publication_date":"2017-08-29","ids":{"openalex":"https://openalex.org/W2753934359","doi":"https://doi.org/10.1007/978-3-319-56904-8_26","mag":"2753934359"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-56904-8_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-56904-8_26","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"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":"Smart Innovation, Systems and Technologies","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/A5044153882","display_name":"Valeria Sacc\u00e0","orcid":"https://orcid.org/0000-0003-2497-8110"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Valeria Sacc\u00e1","raw_affiliation_strings":["Department of Surgical and Medical Science, University Magna Graecia Catanzaro, Catanzaro, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Surgical and Medical Science, University Magna Graecia Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024736577","display_name":"Maurizio Campolo","orcid":"https://orcid.org/0000-0003-4197-3661"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Campolo","raw_affiliation_strings":["Department of Civil Engineering, Energy, Environment and Materials, University Mediterranea Reggio Calabria, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Energy, Environment and Materials, University Mediterranea Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082993132","display_name":"Domenico Mirarchi","orcid":"https://orcid.org/0000-0002-9636-0339"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Domenico Mirarchi","raw_affiliation_strings":["Department of Surgical and Medical Science, University Magna Graecia Catanzaro, Catanzaro, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Surgical and Medical Science, University Magna Graecia Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048792850","display_name":"Antonio Gambardella","orcid":"https://orcid.org/0000-0001-7384-3074"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Gambardella","raw_affiliation_strings":["Department of Surgical and Medical Science, University Magna Graecia Catanzaro, Catanzaro, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Surgical and Medical Science, University Magna Graecia Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027369094","display_name":"Pierangelo Veltri","orcid":"https://orcid.org/0000-0003-2494-0294"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierangelo Veltri","raw_affiliation_strings":["Department of Surgical and Medical Science, University Magna Graecia Catanzaro, Catanzaro, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Surgical and Medical Science, University Magna Graecia Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068143882","display_name":"Francesco Carlo Morabito","orcid":"https://orcid.org/0000-0003-0734-9136"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Carlo Morabito","raw_affiliation_strings":["Department of Civil Engineering, Energy, Environment and Materials, University Mediterranea Reggio Calabria, Reggio Calabria, Italy","Department of Civil, Environmental, Energy, and Material Engineering, Mediterranea University of Reggio Calabria, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Energy, Environment and Materials, University Mediterranea Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"Department of Civil, Environmental, Energy, and Material Engineering, Mediterranea University of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5044153882"],"corresponding_institution_ids":["https://openalex.org/I36443711"],"apc_list":null,"apc_paid":null,"fwci":3.4652,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.94359634,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"271","last_page":"278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9821000099182129,"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":0.9821000099182129,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.957099974155426,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9196000099182129,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/electroencephalography","display_name":"Electroencephalography","score":0.8077602386474609},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7754094004631042},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6808425784111023},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6489384174346924},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6288738250732422},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5702430009841919},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.48583361506462097},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4565522074699402},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3450555205345154},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33430394530296326},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12003102898597717}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8077602386474609},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7754094004631042},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6808425784111023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6489384174346924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6288738250732422},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5702430009841919},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48583361506462097},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4565522074699402},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3450555205345154},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33430394530296326},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12003102898597717},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-56904-8_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-56904-8_26","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"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":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.49000000953674316},{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1523663624","https://openalex.org/W1571829530","https://openalex.org/W1583837637","https://openalex.org/W1970876195","https://openalex.org/W2005791255","https://openalex.org/W2016776416","https://openalex.org/W2018924502","https://openalex.org/W2033078128","https://openalex.org/W2035987281","https://openalex.org/W2041028526","https://openalex.org/W2048460350","https://openalex.org/W2058722442","https://openalex.org/W2077563416","https://openalex.org/W2079369497","https://openalex.org/W2081700482","https://openalex.org/W2107858022","https://openalex.org/W2109943925","https://openalex.org/W2119234283","https://openalex.org/W2127182301","https://openalex.org/W2134262590","https://openalex.org/W2138190513","https://openalex.org/W2150221534","https://openalex.org/W2153635508","https://openalex.org/W2156192068","https://openalex.org/W2164571300","https://openalex.org/W2166624857","https://openalex.org/W2168809771","https://openalex.org/W2320515023","https://openalex.org/W2534845137","https://openalex.org/W2546448115"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W4296209631","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W346861917","https://openalex.org/W2922348724","https://openalex.org/W3024018414"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}