{"id":"https://openalex.org/W4391918082","doi":"https://doi.org/10.1142/s0129065724500242","title":"Spatio-Temporal Image-Based Encoded Atlases for EEG Emotion Recognition","display_name":"Spatio-Temporal Image-Based Encoded Atlases for EEG Emotion Recognition","publication_year":2024,"publication_date":"2024-02-18","ids":{"openalex":"https://openalex.org/W4391918082","doi":"https://doi.org/10.1142/s0129065724500242","pmid":"https://pubmed.ncbi.nlm.nih.gov/38533631"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065724500242","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s0129065724500242","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1142/s0129065724500242","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064758488","display_name":"Danilo Avola","orcid":"https://orcid.org/0000-0001-9437-6217"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Danilo Avola","raw_affiliation_strings":["Department of Computer Science, Sapienza University of Rome, Via Salaria 113, Rome 00198, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9437-6217","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sapienza University of Rome, Via Salaria 113, Rome 00198, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032721141","display_name":"Luigi Cinque","orcid":"https://orcid.org/0000-0001-9149-2175"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi Cinque","raw_affiliation_strings":["Department of Computer Science, Sapienza University of Rome, Via Salaria 113, Rome 00198, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9149-2175","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sapienza University of Rome, Via Salaria 113, Rome 00198, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073947068","display_name":"A. Di Mambro","orcid":"https://orcid.org/0000-0001-9834-3519"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelo Di Mambro","raw_affiliation_strings":["Department of Computer Science, Sapienza University of Rome, Via Salaria 113, Rome 00198, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9834-3519","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sapienza University of Rome, Via Salaria 113, Rome 00198, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063191542","display_name":"Alessio Fagioli","orcid":"https://orcid.org/0000-0002-8111-9120"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessio Fagioli","raw_affiliation_strings":["Department of Computer Science, Sapienza University of Rome, Via Salaria 113, Rome 00198, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8111-9120","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sapienza University of Rome, Via Salaria 113, Rome 00198, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069310487","display_name":"Marco Raoul Marini","orcid":"https://orcid.org/0000-0002-2540-2570"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Raoul Marini","raw_affiliation_strings":["Department of Computer Science, Sapienza University of Rome, Via Salaria 113, Rome 00198, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2540-2570","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sapienza University of Rome, Via Salaria 113, Rome 00198, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029149912","display_name":"Daniele Pannone","orcid":"https://orcid.org/0000-0001-6446-6473"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniele Pannone","raw_affiliation_strings":["Department of Computer Science, Sapienza University of Rome, Via Salaria 113, Rome 00198, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6446-6473","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sapienza University of Rome, Via Salaria 113, Rome 00198, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078060460","display_name":"Bruno Fanini","orcid":"https://orcid.org/0000-0003-4058-877X"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Bruno Fanini","raw_affiliation_strings":["Institute of Heritage Science, National Research Council, Area della Ricerca Roma 1, SP35d, 9, Montelibretti 00010, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4058-877X","affiliations":[{"raw_affiliation_string":"Institute of Heritage Science, National Research Council, Area della Ricerca Roma 1, SP35d, 9, Montelibretti 00010, Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078277002","display_name":"Gian Luca Foresti","orcid":"https://orcid.org/0000-0002-8425-6892"},"institutions":[{"id":"https://openalex.org/I129043915","display_name":"University of Udine","ror":"https://ror.org/05ht0mh31","country_code":"IT","type":"education","lineage":["https://openalex.org/I129043915"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gian Luca Foresti","raw_affiliation_strings":["Department of Computer Science, Mathematics and Physics, University of Udine, Via delle Scienze 206, Udine 33100, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8425-6892","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Mathematics and Physics, University of Udine, Via delle Scienze 206, Udine 33100, Italy","institution_ids":["https://openalex.org/I129043915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064758488"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":4.0759,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94226035,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"34","issue":"05","first_page":"2450024","last_page":"2450024"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/computer-science","display_name":"Computer science","score":0.7773247957229614},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7356221675872803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5973374843597412},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5902019739151001},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.513297975063324},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5036672949790955},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.48123717308044434},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4721035063266754},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4151901304721832},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08847761154174805},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07301676273345947}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7773247957229614},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7356221675872803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5973374843597412},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5902019739151001},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.513297975063324},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5036672949790955},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.48123717308044434},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4721035063266754},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4151901304721832},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08847761154174805},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07301676273345947},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003192","descriptor_name":"Compulsive Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003192","descriptor_name":"Compulsive Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003192","descriptor_name":"Compulsive Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1142/s0129065724500242","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s0129065724500242","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:38533631","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38533631","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of neural systems","raw_type":null},{"id":"pmh:oai:dnet:iris________::8adb20c7d14463fc7d9e608361b7c5d3","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S7407055246","display_name":"ISPC Open Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, vol. 34 (issue 05)","raw_type":"Journal article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1713404","is_oa":false,"landing_page_url":"https://hdl.handle.net/11573/1713404","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":{"id":"doi:10.1142/s0129065724500242","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s0129065724500242","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1484264815","https://openalex.org/W1575429381","https://openalex.org/W1847847467","https://openalex.org/W1947251450","https://openalex.org/W1970727126","https://openalex.org/W1983839088","https://openalex.org/W2042637407","https://openalex.org/W2050155490","https://openalex.org/W2079735306","https://openalex.org/W2081420711","https://openalex.org/W2092649222","https://openalex.org/W2098330912","https://openalex.org/W2131321253","https://openalex.org/W2132889650","https://openalex.org/W2133947591","https://openalex.org/W2612690371","https://openalex.org/W2613375858","https://openalex.org/W2736832651","https://openalex.org/W2752132134","https://openalex.org/W2790404832","https://openalex.org/W2896297654","https://openalex.org/W2912483755","https://openalex.org/W2914407050","https://openalex.org/W2921440296","https://openalex.org/W2954788722","https://openalex.org/W2963509006","https://openalex.org/W2966126335","https://openalex.org/W2975301591","https://openalex.org/W3000232078","https://openalex.org/W3007593444","https://openalex.org/W3010915819","https://openalex.org/W3024961463","https://openalex.org/W3033046106","https://openalex.org/W3047405387","https://openalex.org/W3049563635","https://openalex.org/W3081599307","https://openalex.org/W3084716248","https://openalex.org/W3102156818","https://openalex.org/W3108087271","https://openalex.org/W3121810080","https://openalex.org/W3130982961","https://openalex.org/W3133817364","https://openalex.org/W3173388483","https://openalex.org/W3190528495","https://openalex.org/W3191506960","https://openalex.org/W4205758704","https://openalex.org/W4206706211","https://openalex.org/W4220866631","https://openalex.org/W4220930281","https://openalex.org/W4224793500","https://openalex.org/W4224942799","https://openalex.org/W4226151129","https://openalex.org/W4229024336","https://openalex.org/W4280572954","https://openalex.org/W4280587517","https://openalex.org/W4283023074","https://openalex.org/W4283215132","https://openalex.org/W4285262154","https://openalex.org/W4286493993","https://openalex.org/W4286579687","https://openalex.org/W4296218619","https://openalex.org/W4319786843","https://openalex.org/W4327756935","https://openalex.org/W4367840164","https://openalex.org/W4375953228","https://openalex.org/W4385304038","https://openalex.org/W4386590849","https://openalex.org/W4387272141"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W3183901164","https://openalex.org/W2951211570","https://openalex.org/W3176438653","https://openalex.org/W3135818718","https://openalex.org/W4290188444","https://openalex.org/W3167935049","https://openalex.org/W3003905048","https://openalex.org/W2253429366","https://openalex.org/W3127975138"],"abstract_inverted_index":{"Emotion":[0,225],"recognition":[1,262],"plays":[2],"an":[3],"essential":[4],"role":[5],"in":[6,32,117,260],"human-human":[7],"interaction":[8],"since":[9],"it":[10,46],"is":[11,47,78,86],"a":[12,59,101,131,176],"key":[13],"to":[14,28,57,112,142,205],"understanding":[15],"the":[16,39,49,52,123,126,147,160,180,189,207,219,232,247,250],"emotional":[17],"states":[18],"and":[19,30,69,99,115,162,167,199,203,209,253],"reactions":[20],"of":[21,41,51,54,62,104,164,179,212,249],"human":[22],"beings":[23],"when":[24],"they":[25],"are":[26,110,185],"subject":[27],"events":[29],"engagements":[31],"everyday":[33],"life.":[34],"Moving":[35],"towards":[36],"human-computer":[37],"interaction,":[38],"study":[40],"emotions":[42,77,105],"becomes":[43],"fundamental":[44],"because":[45],"at":[48],"basis":[50],"design":[53],"advanced":[55],"systems":[56],"support":[58],"broad":[60],"spectrum":[61],"application":[63],"areas,":[64],"including":[65],"forensic,":[66],"rehabilitative,":[67],"educational,":[68],"many":[70],"others.":[71],"An":[72],"effective":[73],"method":[74],"for":[75,90,100,257],"discriminating":[76],"based":[79,195],"on":[80,96,196,218],"ElectroEncephaloGraphy":[81],"(EEG)":[82],"data":[83,158,258],"analysis,":[84],"which":[85,129,192],"used":[87],"as":[88],"input":[89,181],"classification":[91],"systems.":[92],"Collecting":[93],"brain":[94],"signals":[95,138],"several":[97],"channels":[98],"wide":[102],"range":[103],"produces":[106],"cumbersome":[107],"datasets":[108],"that":[109],"hard":[111],"manage,":[113],"transmit,":[114],"use":[116],"varied":[118],"applications.":[119],"In":[120,145],"this":[121],"context,":[122],"paper":[124],"introduces":[125],"Emp\u00e1theia":[127,190],"system,":[128],"explores":[130],"different":[132],"EEG":[133,137,157,226,264],"representation":[134,178,259],"by":[135],"encoding":[136],"into":[139],"images":[140],"prior":[141],"their":[143],"classification.":[144],"particular,":[146],"proposed":[148,233,251],"system":[149,234],"extracts":[150],"spatio-temporal":[151],"image":[152],"encodings,":[153],"or":[154],"atlases,":[155],"from":[156,263],"through":[159,169,188],"Processing":[161],"transfeR":[163],"Interaction":[165],"States":[166],"Mappings":[168],"Image-based":[170],"eNcoding":[171],"(PRISMIN)":[172],"framework,":[173],"thus":[174],"obtaining":[175],"compact":[177],"signals.":[182,265],"The":[183,243],"atlases":[184],"then":[186],"classified":[187],"architecture,":[191],"comprises":[193],"branches":[194],"convolutional,":[197],"recurrent,":[198],"transformer":[200],"models":[201],"designed":[202],"tuned":[204],"capture":[206],"spatial":[208],"temporal":[210],"aspects":[211],"emotions.":[213],"Extensive":[214],"experiments":[215],"were":[216],"conducted":[217],"Shanghai":[220],"Jiao":[221],"Tong":[222],"University":[223],"(SJTU)":[224],"Dataset":[227],"(SEED)":[228],"public":[229],"dataset,":[230],"where":[231],"significantly":[235],"reduced":[236],"its":[237],"size":[238],"while":[239],"retaining":[240],"high":[241],"performance.":[242],"results":[244],"obtained":[245],"highlight":[246],"effectiveness":[248],"approach":[252],"suggest":[254],"new":[255],"avenues":[256],"emotion":[261]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}