{"id":"https://openalex.org/W4417504840","doi":"https://doi.org/10.1016/j.inffus.2025.104072","title":"A unified framework for multimodal emotion recognition across homogeneous and heterogeneous modalities with adaptive fusion","display_name":"A unified framework for multimodal emotion recognition across homogeneous and heterogeneous modalities with adaptive fusion","publication_year":2025,"publication_date":"2025-12-19","ids":{"openalex":"https://openalex.org/W4417504840","doi":"https://doi.org/10.1016/j.inffus.2025.104072"},"language":"en","primary_location":{"id":"doi:10.1016/j.inffus.2025.104072","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.inffus.2025.104072","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Fusion","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/A5024614819","display_name":"Abeer A. Wafa","orcid":"https://orcid.org/0009-0002-2229-476X"},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]},{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Abeer A. Wafa","raw_affiliation_strings":["Program of Bioinformatics, Department of Information Systems, Faculty of Computer and Information Sciences, Ain Shams University, Egypt","Program of Data Science, Department of Information Systems, Faculty of Computers and Artificial Intelligence, Helwan University, Egypt"],"raw_orcid":"https://orcid.org/0009-0002-2229-476X","affiliations":[{"raw_affiliation_string":"Program of Bioinformatics, Department of Information Systems, Faculty of Computer and Information Sciences, Ain Shams University, Egypt","institution_ids":["https://openalex.org/I107720978"]},{"raw_affiliation_string":"Program of Data Science, Department of Information Systems, Faculty of Computers and Artificial Intelligence, Helwan University, Egypt","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048031078","display_name":"Marwa Salah Farhan","orcid":"https://orcid.org/0000-0002-6340-2547"},"institutions":[{"id":"https://openalex.org/I154023281","display_name":"British University in Egypt","ror":"https://ror.org/0066fxv63","country_code":"EG","type":"education","lineage":["https://openalex.org/I154023281"]},{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Marwa S. Farhan","raw_affiliation_strings":["Department of Information Systems, Faculty of Computers and Artificial Intelligence, Helwan University, Egypt","Department of Information Systems, Faculty of Informatics and Computer Science, British University in Egypt, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-6340-2547","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computers and Artificial Intelligence, Helwan University, Egypt","institution_ids":["https://openalex.org/I84058292"]},{"raw_affiliation_string":"Department of Information Systems, Faculty of Informatics and Computer Science, British University in Egypt, Egypt","institution_ids":["https://openalex.org/I154023281"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025896210","display_name":"Mai M. Eldefrawi","orcid":null},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mai M. Eldefrawi","raw_affiliation_strings":["Department of Information Systems, Faculty of Computers and Artificial Intelligence, Helwan University, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-1586-2861","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computers and Artificial Intelligence, Helwan University, Egypt","institution_ids":["https://openalex.org/I84058292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024614819"],"corresponding_institution_ids":["https://openalex.org/I107720978","https://openalex.org/I84058292"],"apc_list":{"value":4740,"currency":"USD","value_usd":4740},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31860671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"129","issue":null,"first_page":"104072","last_page":"104072"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9952999949455261,"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":0.9952999949455261,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.0003000000142492354,"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/modalities","display_name":"Modalities","score":0.47519999742507935},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4519999921321869},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.43849998712539673},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.4124000072479248},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4072999954223633},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.3783999979496002},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.37529999017715454},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.35569998621940613},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.3393000066280365}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8119999766349792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.600600004196167},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.47519999742507935},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4602000117301941},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4519999921321869},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.43849998712539673},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.4124000072479248},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4072999954223633},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.3783999979496002},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.37529999017715454},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.35569998621940613},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.3393000066280365},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.33390000462532043},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.3296999931335449},{"id":"https://openalex.org/C192576344","wikidata":"https://www.wikidata.org/wiki/Q194706","display_name":"Boltzmann machine","level":3,"score":0.32359999418258667},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3212999999523163},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.2957000136375427},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2906000018119812},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.27720001339912415},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.2759000062942505},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.2685999870300293},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.2651999890804291},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.2556999921798706},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.2535000145435333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.inffus.2025.104072","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.inffus.2025.104072","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Fusion","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2030931454","https://openalex.org/W2032254851","https://openalex.org/W2146334809","https://openalex.org/W2587982884","https://openalex.org/W2803193013","https://openalex.org/W2963686995","https://openalex.org/W3034323190","https://openalex.org/W3209984917","https://openalex.org/W4362721809","https://openalex.org/W4378907171","https://openalex.org/W4379356527","https://openalex.org/W4391482516","https://openalex.org/W4392883891","https://openalex.org/W4400849567","https://openalex.org/W4401046844","https://openalex.org/W4401635383","https://openalex.org/W4401933151","https://openalex.org/W4402955899","https://openalex.org/W4404553742","https://openalex.org/W4404678177","https://openalex.org/W4406135269","https://openalex.org/W4406154107","https://openalex.org/W4406236665","https://openalex.org/W4406244051","https://openalex.org/W4406360192","https://openalex.org/W4407590977","https://openalex.org/W4407592303","https://openalex.org/W4407700089","https://openalex.org/W4408135175","https://openalex.org/W4413074435","https://openalex.org/W4413659949","https://openalex.org/W4414110573","https://openalex.org/W4415540054"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-12-19T00:00:00"}
