{"id":"https://openalex.org/W7134921402","doi":"https://doi.org/10.1109/cogmi67134.2025.00026","title":"Transfer Learning based Cognitive Load Monitoring from Cognitive Motor Integration (CMI): An ML-IoT Framework","display_name":"Transfer Learning based Cognitive Load Monitoring from Cognitive Motor Integration (CMI): An ML-IoT Framework","publication_year":2025,"publication_date":"2025-11-12","ids":{"openalex":"https://openalex.org/W7134921402","doi":"https://doi.org/10.1109/cogmi67134.2025.00026"},"language":null,"primary_location":{"id":"doi:10.1109/cogmi67134.2025.00026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogmi67134.2025.00026","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 7th International Conference on Cognitive Machine Intelligence (CogMI)","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/A5008850404","display_name":"Mahima Chaudhary","orcid":null},"institutions":[{"id":"https://openalex.org/I192455969","display_name":"York University","ror":"https://ror.org/05fq50484","country_code":"CA","type":"education","lineage":["https://openalex.org/I192455969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mahima Chaudhary","raw_affiliation_strings":["York University,Lassonde School of Engineering,Toronto,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"York University,Lassonde School of Engineering,Toronto,Canada","institution_ids":["https://openalex.org/I192455969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012463337","display_name":"Sumona Mukhopadhyay","orcid":"https://orcid.org/0000-0001-9583-1867"},"institutions":[{"id":"https://openalex.org/I149919469","display_name":"California Polytechnic State University","ror":"https://ror.org/001gpfp45","country_code":"US","type":"education","lineage":["https://openalex.org/I149919469"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sumona Mukhopadhyay","raw_affiliation_strings":["California Polytechnic State University,Noyce School of Applied Computing,San Luis Obispo,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"California Polytechnic State University,Noyce School of Applied Computing,San Luis Obispo,USA","institution_ids":["https://openalex.org/I149919469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063573358","display_name":"Meaghan S. Adams","orcid":"https://orcid.org/0000-0001-9770-2540"},"institutions":[{"id":"https://openalex.org/I2802437833","display_name":"Baycrest Hospital","ror":"https://ror.org/03gp5b411","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2802437833"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Meaghan S. Adams","raw_affiliation_strings":["Baycrest Centre for Education and Knowledge Exchange in Aging,Toronto,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baycrest Centre for Education and Knowledge Exchange in Aging,Toronto,Canada","institution_ids":["https://openalex.org/I2802437833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064263510","display_name":"Lauren E. Sergio","orcid":"https://orcid.org/0000-0002-1577-3546"},"institutions":[{"id":"https://openalex.org/I192455969","display_name":"York University","ror":"https://ror.org/05fq50484","country_code":"CA","type":"education","lineage":["https://openalex.org/I192455969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lauren E. Sergio","raw_affiliation_strings":["York University,School of Kinesiology and Health Science,Toronto,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"York University,School of Kinesiology and Health Science,Toronto,Canada","institution_ids":["https://openalex.org/I192455969"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051000791","display_name":"Marin Litoiu","orcid":"https://orcid.org/0000-0003-0383-920X"},"institutions":[{"id":"https://openalex.org/I192455969","display_name":"York University","ror":"https://ror.org/05fq50484","country_code":"CA","type":"education","lineage":["https://openalex.org/I192455969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marin Litoiu","raw_affiliation_strings":["York University,Lassonde School of Engineering,Toronto,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"York University,Lassonde School of Engineering,Toronto,Canada","institution_ids":["https://openalex.org/I192455969"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.69189494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"155","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.8188999891281128,"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":0.8188999891281128,"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/T10982","display_name":"Motor Control and Adaptation","score":0.026599999517202377,"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/T11431","display_name":"Action Observation and Synchronization","score":0.009800000116229057,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cognitive-load","display_name":"Cognitive load","score":0.5443000197410583},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5160999894142151},{"id":"https://openalex.org/keywords/motor-learning","display_name":"Motor learning","score":0.4596000015735626},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.43869999051094055},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.34040001034736633}],"concepts":[{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.5443000197410583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5424000024795532},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5160999894142151},{"id":"https://openalex.org/C107690735","wikidata":"https://www.wikidata.org/wiki/Q852461","display_name":"Motor learning","level":2,"score":0.4596000015735626},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.43869999051094055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3781000077724457},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.34040001034736633},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3312999904155731},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31839999556541443},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.28600001335144043},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2662999927997589},{"id":"https://openalex.org/C137813230","wikidata":"https://www.wikidata.org/wiki/Q2996165","display_name":"Motor control","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2628999948501587},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2581000030040741}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cogmi67134.2025.00026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogmi67134.2025.00026","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 7th International Conference on Cognitive Machine Intelligence (CogMI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1968245727","https://openalex.org/W1968918799","https://openalex.org/W2025210939","https://openalex.org/W2130736456","https://openalex.org/W2152905082","https://openalex.org/W2169570446","https://openalex.org/W2270470215","https://openalex.org/W2519255342","https://openalex.org/W2610184357","https://openalex.org/W2755843045","https://openalex.org/W2798479175","https://openalex.org/W2801360775","https://openalex.org/W2898996122","https://openalex.org/W2899552091","https://openalex.org/W2944205279","https://openalex.org/W2958750483","https://openalex.org/W2990286570","https://openalex.org/W2993227128","https://openalex.org/W3027500411","https://openalex.org/W3084234282","https://openalex.org/W3085584217","https://openalex.org/W3096595861","https://openalex.org/W3097458514","https://openalex.org/W4292317441","https://openalex.org/W4320482856","https://openalex.org/W4394984563","https://openalex.org/W4396659435","https://openalex.org/W4406064869"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-12T00:00:00"}