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The problem of continuous emotion recognition has been the subject several studies. proposed affective computing approaches employ sequential machine learning algorithms for improving classification stage, accounting time ambiguity emotional responses. Modeling and predicting state over is not a trivial because data labeling costly always feasible. This crucial issue in real-life applications, ...