{"id":"https://openalex.org/W2970128212","doi":"https://doi.org/10.1007/978-3-030-29933-0_37","title":"Classification of EEG Signals Based on Image Representation of Statistical Features","display_name":"Classification of EEG Signals Based on Image Representation of Statistical Features","publication_year":2019,"publication_date":"2019-08-29","ids":{"openalex":"https://openalex.org/W2970128212","doi":"https://doi.org/10.1007/978-3-030-29933-0_37","mag":"2970128212"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-29933-0_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-29933-0_37","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/A5069759222","display_name":"Jodie Ashford","orcid":null},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jodie Ashford","raw_affiliation_strings":["School of Engineering and Applied Science, Aston University, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Applied Science, Aston University, Birmingham, UK","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080362193","display_name":"Jordan J. Bird","orcid":"https://orcid.org/0000-0002-9858-1231"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jordan J. Bird","raw_affiliation_strings":["School of Engineering and Applied Science, Aston University, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Applied Science, Aston University, Birmingham, UK","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000238517","display_name":"Felipe Campelo","orcid":"https://orcid.org/0000-0001-8432-4325"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Felipe Campelo","raw_affiliation_strings":["School of Engineering and Applied Science, Aston University, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Applied Science, Aston University, Birmingham, UK","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032454100","display_name":"Diego R. Faria","orcid":"https://orcid.org/0000-0002-2771-1713"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Diego R. Faria","raw_affiliation_strings":["School of Engineering and Applied Science, Aston University, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Applied Science, Aston University, Birmingham, UK","institution_ids":["https://openalex.org/I169199633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069759222"],"corresponding_institution_ids":["https://openalex.org/I169199633"],"apc_list":null,"apc_paid":null,"fwci":2.2173,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88509784,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"449","last_page":"460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9987000226974487,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7583014369010925},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7313601970672607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6919957399368286},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6916301846504211},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6391652822494507},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.5940622091293335},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5381036996841431},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4692428410053253},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.44099605083465576},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4308803677558899},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07001519203186035}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7583014369010925},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7313601970672607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6919957399368286},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6916301846504211},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6391652822494507},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.5940622091293335},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5381036996841431},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4692428410053253},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.44099605083465576},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4308803677558899},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07001519203186035},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-29933-0_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-29933-0_37","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:48137","is_oa":false,"landing_page_url":"http://irep.ntu.ac.uk/id/eprint/48137/","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:research-information.bris.ac.uk:openaire_cris_publications/b62add0b-d629-4053-bc7d-fc6e806e8928","is_oa":false,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/b62add0b-d629-4053-bc7d-fc6e806e8928","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ashford, J, Bird, J J, Campelo, F & Faria, D R 2019, Classification of EEG Signals Based on Image Representation of Statistical Features. in Z Ju, D Zhou, A Gegov, L Yang & C Yang (eds), Advances in Computational Intelligence Systems - Contributions Presented at the 19th UK Workshop on Computational Intelligence, 2019. Advances in Intelligent Systems and Computing, vol. 1043, Springer Verlag, pp. 449-460. https://doi.org/10.1007/978-3-030-29933-0_37","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W411870692","https://openalex.org/W600475373","https://openalex.org/W1522301498","https://openalex.org/W1545748428","https://openalex.org/W1565377632","https://openalex.org/W1680392829","https://openalex.org/W1963558577","https://openalex.org/W1973275441","https://openalex.org/W1983364832","https://openalex.org/W2002055708","https://openalex.org/W2072441740","https://openalex.org/W2097117768","https://openalex.org/W2117539524","https://openalex.org/W2134572726","https://openalex.org/W2141119792","https://openalex.org/W2141125852","https://openalex.org/W2154579312","https://openalex.org/W2157080893","https://openalex.org/W2171939880","https://openalex.org/W2171950171","https://openalex.org/W2339343773","https://openalex.org/W2480965226","https://openalex.org/W2486444208","https://openalex.org/W2519699747","https://openalex.org/W2528525647","https://openalex.org/W2553218710","https://openalex.org/W2605367287","https://openalex.org/W2752128027","https://openalex.org/W2753772285","https://openalex.org/W2768956845","https://openalex.org/W2781688883","https://openalex.org/W2799899460","https://openalex.org/W2892240510","https://openalex.org/W2906378570","https://openalex.org/W2907891676","https://openalex.org/W2922344286","https://openalex.org/W2930980596","https://openalex.org/W2944205279","https://openalex.org/W2950664434","https://openalex.org/W2994747594","https://openalex.org/W3014294420","https://openalex.org/W3098014865","https://openalex.org/W3099343340","https://openalex.org/W3103205982","https://openalex.org/W4230277160","https://openalex.org/W4230797216","https://openalex.org/W4239584046","https://openalex.org/W4240215291","https://openalex.org/W4241557414","https://openalex.org/W4253785454","https://openalex.org/W4292333043"],"related_works":["https://openalex.org/W2032664813","https://openalex.org/W2952813363","https://openalex.org/W4378678253","https://openalex.org/W2911497689","https://openalex.org/W4360783045","https://openalex.org/W3176438653","https://openalex.org/W2770149305","https://openalex.org/W2972076240","https://openalex.org/W3167930666","https://openalex.org/W3014952856"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
