26-30 July 2026

EMBC 2026

Toronto, Canada
Mo.2.2: Emotion and Affective Signal Processing II
Monday, 27 July, 14:30 - 16:00
Location: Room 716A
Session Type: Oral
Session Co-Chairs: Zhi-De Deng and Camilo Valderrama
Theme 1: Biomedical Signal Processing
Mon, 27 Jul, 14:30 - 14:45

Mo.2.2.1: Enhancing High-Arousal Emotion Identification via Emotion-Aware Feature Refinement
Kunshu Xiao, Xing Zhang, Wenqing Ji, Tongjie Pan, Xipeng Zhao, Yalan Ye, University of Electronic Science and Technology of China; Lan Wei, University College Dublin
Mon, 27 Jul, 14:45 - 15:00

Mo.2.2.2: AGE-DEPENDENT NEURAL SIGNATURES PREDICT EMOTION REGULATION OUTCOMES FROM FUNCTIONAL EEG CONNECTIVITY
Mahdis Hojjati, Shyamal Dharia, Sergio Camorlinga, Amy Desroches, Bronte Brenneman, Stephen Smith, University of Winnipeg
Mon, 27 Jul, 15:00 - 15:15

Mo.2.2.3: TOWARDS UBIQUITOUS EMOTION MONITORING: A PILOT STUDY ON TRANSFER LEARNING PIPELINE FOR CUSTOM IN-EAR EEG WEARABLES
Jeffrey Lin, UC Berkeley; Yichin Weng, Ting-Yun Yen, BioPro Scientific Co., Ltd.; Jun Rui Guo, Hsin Chen, National Tsing Hua University
Mon, 27 Jul, 15:15 - 15:30

Mo.2.2.4: Foundational Knowledge Learned from Large-Scale Physiological Data Improves Stress Detection
Tung Vuong, Keith Davis, Tuukka Ruotsalo, LUT University
Mon, 27 Jul, 15:30 - 15:45

Mo.2.2.5: BST-GATNET: BIDIRECTIONAL SPATIO-TEMPORAL GRAPH ATTENTION NETWORK FOR DRIVER STRESS DETECTION
Chenpei Xie, Yiting Wei, Mostafa Haghi, Nima TaheriNejad, Heidelberg University
Mon, 27 Jul, 15:45 - 16:00

Mo.2.2.6: SIGNAL SATURATION VERSUS ALGORITHMIC COMPLEXITY IN WEARABLE STRESS DETECTION: A SYSTEMATIC META-ANALYSIS
Dyuti Islam, Sylvia Bhattacharya, Kennesaw State University