Continuous Driver Activity Recognition from Short Isolated Action Sequences Topics: Advanced Learning Methods; Classification and Clustering; Deep Learning and Neural Networks; Feature Selection and Extraction; Image and Video Analysis and Understanding; Machine Learning Methods In Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods ICPRAM - Volume 1, 158-165, 2021