26-30 July 2026

EMBC 2026

Toronto, Canada
Mo.1.2: Emotion and Affective Signal Processing I
Monday, 27 July, 11:45 - 13:15
Location: Room 714A
Session Type: Oral
Session Co-Chairs: Camilo Valderrama and Marisa Pesola
Theme 1: Biomedical Signal Processing
Mon, 27 Jul, 11:45 - 12:00

Mo.1.2.1: A HIERARCHICAL GRAPH-BASED FRAMEWORK FOR CROSS-SUBJECT EMOTION RECOGNITION USING MULTIMODAL PHYSIOLOGICAL SIGNALS
Yufan Du, Yiting Wei, Chenpei Xie, Mostafa Haghi, Nima TaheriNejad, Heidelberg University
Mon, 27 Jul, 12:00 - 12:15

Mo.1.2.2: Local-Global Feature Fusion for Subject-Independent Electroencephalography (EEG) Emotion Recognition
Zheng Zhou, Beijing Jiaotong University; Isabella McEvoy, Camilo E. Valderrama, University of Winnipeg
Mon, 27 Jul, 12:15 - 12:30

Mo.1.2.3: FLOW EXPERIENCE RECOGNITION USING ENSEMBLE AND LINEAR CLASSIFIERS ON HEART RATE VARIABILITY INDICES
Szymon Siecinski, AGH University of Cracow; Ewaryst Tkacz, Academy of Silesia; Marcin Grzegorzek, University of Luebeck
Mon, 27 Jul, 12:30 - 12:45

Mo.1.2.4: Instantaneous Phase Coupling Between EEG and Heartbeat Dynamics in Emotional Processing
Martina Bianco, Vincenzo Catrambone, University of Pisa; Beatrice Cairo, Vlasta Bari, Alberto Porta, University of Milan; Gaetano Valenza, University of Pisa
Mon, 27 Jul, 12:45 - 13:00

Mo.1.2.5: Predicting Depression Using Physical Activity, Sleep, and Demographic Factors in NHANES: A Fairness-Centred Machine Learning Approach
Mackenzie Wallich, Mariana Bento, Sayeh Bayat, University of Calgary
Mon, 27 Jul, 13:00 - 13:15

Mo.1.2.6: MULTI-SOURCE DOMAIN ADAPTATION VIA MULTI-GRANULARITY ALIGNMENT FOR CROSS-SUBJECT EEG EMOTION RECOGNITION
Ying Tan, Nankai University; Binghua Li, Juntendo University; Hao Jia, Nankai University; Zhe Sun, Juntendo University; Feng Duan, Nankai University