{"id":"https://openalex.org/W4400527898","doi":"https://doi.org/10.1109/fg59268.2024.10581941","title":"Neuro-Emotional Mapping of Human Emotions via EEG Signals","display_name":"Neuro-Emotional Mapping of Human Emotions via EEG Signals","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4400527898","doi":"https://doi.org/10.1109/fg59268.2024.10581941"},"language":"en","primary_location":{"id":"doi:10.1109/fg59268.2024.10581941","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/fg59268.2024.10581941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","raw_type":"proceedings-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/A5101605304","display_name":"Deepak Kumar","orcid":"https://orcid.org/0000-0002-8622-7251"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepak Kumar","raw_affiliation_strings":["Indian Institute of Technology Roorkee,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Roorkee,India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100780181","display_name":"Pradeep Singh","orcid":"https://orcid.org/0000-0002-5372-3355"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pradeep Singh","raw_affiliation_strings":["Indian Institute of Technology Roorkee,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Roorkee,India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029093641","display_name":"Ashutosh Kumar","orcid":"https://orcid.org/0000-0003-1589-9568"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashutosh Kumar","raw_affiliation_strings":["Indian Institute of Technology Roorkee,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Roorkee,India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111254292","display_name":"Sutirtha Ghosh","orcid":null},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sutirtha Ghosh","raw_affiliation_strings":["Indian Institute of Technology Roorkee,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Roorkee,India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030765476","display_name":"Balasubramanian Raman","orcid":"https://orcid.org/0000-0001-6277-6267"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Balasubramanian Raman","raw_affiliation_strings":["Indian Institute of Technology Roorkee,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Roorkee,India","institution_ids":["https://openalex.org/I154851008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3026,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5553217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"52","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.602400004863739,"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":0.602400004863739,"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/electroencephalography","display_name":"Electroencephalography","score":0.8134149312973022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6196659207344055},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.45257821679115295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32732048630714417},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.26292556524276733},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.17111581563949585}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8134149312973022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6196659207344055},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.45257821679115295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32732048630714417},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26292556524276733},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.17111581563949585}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fg59268.2024.10581941","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/fg59268.2024.10581941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1514281731","https://openalex.org/W1947251450","https://openalex.org/W1970727126","https://openalex.org/W1991926769","https://openalex.org/W2002055708","https://openalex.org/W2008060633","https://openalex.org/W2038610431","https://openalex.org/W2106706488","https://openalex.org/W2106822551","https://openalex.org/W2110444396","https://openalex.org/W2507306959","https://openalex.org/W2735688622","https://openalex.org/W2911964244","https://openalex.org/W3004735003","https://openalex.org/W3120536681","https://openalex.org/W3153380589","https://openalex.org/W3156356077","https://openalex.org/W3164743527","https://openalex.org/W3185958123","https://openalex.org/W4230277160","https://openalex.org/W4296741712","https://openalex.org/W4308346348","https://openalex.org/W4313472740","https://openalex.org/W4390962767","https://openalex.org/W4391408864","https://openalex.org/W6676186243","https://openalex.org/W6860910720"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2390279801","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"This":[0],"study":[1],"presents":[2],"a":[3,17,30,86],"novel":[4],"approach":[5],"to":[6,39,55,67,115],"emotion":[7,89,110],"recognition":[8],"using":[9],"Electroencephalogram":[10],"(EEG)":[11],"signals":[12],"and":[13,51,91,105,130],"machine":[14,106],"learning,":[15],"with":[16,95],"focus":[18],"on":[19],"deciphering":[20],"the":[21,41,72,76,100,116,122],"neural":[22],"signatures":[23],"of":[24,32,43,79,88,102,118],"human":[25],"emotions.":[26,59],"We":[27],"utilized":[28],"EmoNeuroDB,":[29],"dataset":[31],"720":[33],"EEG":[34,73,104],"recordings":[35],"from":[36,71],"40":[37],"participants":[38],"explore":[40],"efficacy":[42],"Random":[44],"Forest":[45],"classifiers,":[46],"optimized":[47],"through":[48],"grid":[49],"search":[50],"evaluated":[52],"via":[53],"cross-validation,":[54],"classify":[56],"six":[57],"basic":[58],"Our":[60],"methodology":[61],"integrates":[62],"comprehensive":[63],"signal":[64],"processing":[65,120],"techniques":[66],"extract":[68],"meaningful":[69],"features":[70],"signals,":[74],"facilitating":[75],"accurate":[77],"classification":[78],"emotional":[80,119],"states.":[81],"The":[82,112],"experiment":[83],"design,":[84],"involving":[85],"sequence":[87],"elicitation":[90],"relaxation":[92],"phases,":[93],"coupled":[94],"advanced":[96],"data":[97],"analysis,":[98],"underscores":[99],"potential":[101],"combining":[103],"learning":[107],"for":[108,126],"real-time":[109],"recognition.":[111],"findings":[113],"contribute":[114],"understanding":[117],"in":[121],"brain,":[123],"offering":[124],"implications":[125],"enhancing":[127],"human-computer":[128],"interaction":[129],"psychological":[131],"research.":[132]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
