{"id":"https://openalex.org/W7124600479","doi":"https://doi.org/10.1007/s13042-025-02822-7","title":"Automated human emotion recognition from EEG signals using chaotic local binary pattern and ensemble learning","display_name":"Automated human emotion recognition from EEG signals using chaotic local binary pattern and ensemble learning","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7124600479","doi":"https://doi.org/10.1007/s13042-025-02822-7"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-025-02822-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02822-7","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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/A5017358573","display_name":"Himanshu Chhabra","orcid":"https://orcid.org/0000-0002-6095-6210"},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himanshu Chhabra","raw_affiliation_strings":["Department of Electronics and Communication, Galgotias College of Engineering and Technology, Greater Noida, 201310, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication, Galgotias College of Engineering and Technology, Greater Noida, 201310, Uttar Pradesh, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015541250","display_name":"Raveendrababu Vempati","orcid":"https://orcid.org/0000-0003-2685-1439"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raveendrababu Vempati","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, SR University, Warangal, 506371, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, SR University, Warangal, 506371, Telangana, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021719011","display_name":"Urvashi Chauhan","orcid":"https://orcid.org/0000-0002-4682-9821"},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Urvashi Chauhan","raw_affiliation_strings":["Department of Electrical, Electronics & Communication Engineering, Galgotias University, Greater Noida, 201310, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronics & Communication Engineering, Galgotias University, Greater Noida, 201310, Uttar Pradesh, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123252513","display_name":"Prince Jain","orcid":null},"institutions":[{"id":"https://openalex.org/I9694494","display_name":"Parul University","ror":"https://ror.org/024v3fg07","country_code":"IN","type":"education","lineage":["https://openalex.org/I9694494"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prince Jain","raw_affiliation_strings":["Department of Mechatronics Engineering, Parul Institute of Technology, Parul University, Vadodara, 391760, Gujarat, India"],"raw_orcid":"https://orcid.org/0000-0002-7950-7263","affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering, Parul Institute of Technology, Parul University, Vadodara, 391760, Gujarat, India","institution_ids":["https://openalex.org/I9694494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003313501","display_name":"Rajesh Kumar Tripathy","orcid":"https://orcid.org/0000-0003-2517-3103"},"institutions":[{"id":"https://openalex.org/I4210101034","display_name":"Birla Institute of Technology and Science - Hyderabad Campus","ror":"https://ror.org/014ctt859","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101034","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajesh Kumar Tripathy","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Birla Institute of Technology and Science, Pilani, Hyderabad, 500078, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Birla Institute of Technology and Science, Pilani, Hyderabad, 500078, Telangana, India","institution_ids":["https://openalex.org/I4210101034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039093148","display_name":"Lakhan Dev Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]},{"id":"https://openalex.org/I4401726783","display_name":"VIT-AP University","ror":"https://ror.org/007v4hf75","country_code":null,"type":"education","lineage":["https://openalex.org/I4401726783"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Lakhan Dev Sharma","raw_affiliation_strings":["School of Electronics Engineering, VIT-AP University, Amaravati, 522237, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0002-5389-3928","affiliations":[{"raw_affiliation_string":"School of Electronics Engineering, VIT-AP University, Amaravati, 522237, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4210131147","https://openalex.org/I4401726783"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5039093148"],"corresponding_institution_ids":["https://openalex.org/I4210131147","https://openalex.org/I4401726783"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":33.4288,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.98379358,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"17","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9448999762535095,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9448999762535095,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.036400001496076584,"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/T10057","display_name":"Face and Expression Recognition","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/discriminative-model","display_name":"Discriminative model","score":0.7299000024795532},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6879000067710876},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5856000185012817},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4991999864578247},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.492000013589859},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4781000018119812},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47209998965263367},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.46059998869895935},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.4494999945163727}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7299000024795532},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7232999801635742},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.71670001745224},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6879000067710876},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5856000185012817},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4991999864578247},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.492000013589859},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4781000018119812},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47209998965263367},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.46059998869895935},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.4494999945163727},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4413999915122986},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4341999888420105},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4169999957084656},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.385699987411499},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.382999986410141},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.38269999623298645},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.36820000410079956},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.3479999899864197},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3391000032424927},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.33559998869895935},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.3337000012397766},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.31790000200271606},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3109000027179718},{"id":"https://openalex.org/C556910895","wikidata":"https://www.wikidata.org/wiki/Q384188","display_name":"Magnetoencephalography","level":3,"score":0.2915000021457672},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.2888000011444092},{"id":"https://openalex.org/C2434490","wikidata":"https://www.wikidata.org/wiki/Q1306920","display_name":"Neurofeedback","level":3,"score":0.2770000100135803},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.27149999141693115},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.25440001487731934}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-025-02822-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02822-7","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7513735890388489,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1976744965","https://openalex.org/W2295598076","https://openalex.org/W2599124244","https://openalex.org/W2790404832","https://openalex.org/W2919854899","https://openalex.org/W2969297848","https://openalex.org/W2971555734","https://openalex.org/W2987201163","https://openalex.org/W2990331389","https://openalex.org/W3017231556","https://openalex.org/W3024961463","https://openalex.org/W3027581678","https://openalex.org/W3089752722","https://openalex.org/W3092389862","https://openalex.org/W3093782812","https://openalex.org/W3114802091","https://openalex.org/W3135279508","https://openalex.org/W3150247581","https://openalex.org/W3159301005","https://openalex.org/W3160392377","https://openalex.org/W3164305153","https://openalex.org/W3193449393","https://openalex.org/W3198298271","https://openalex.org/W3199033017","https://openalex.org/W3199638068","https://openalex.org/W3208033968","https://openalex.org/W3216204909","https://openalex.org/W4200406972","https://openalex.org/W4200407662","https://openalex.org/W4207027818","https://openalex.org/W4210907107","https://openalex.org/W4213093885","https://openalex.org/W4223510320","https://openalex.org/W4225463334","https://openalex.org/W4285244280","https://openalex.org/W4288456512","https://openalex.org/W4311677327","https://openalex.org/W4313270733","https://openalex.org/W4313519273","https://openalex.org/W4327663834","https://openalex.org/W4327703846","https://openalex.org/W4376274090","https://openalex.org/W4386251840","https://openalex.org/W4400411554"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2026-01-19T00:00:00"}