Cognitive Neurosciences.- Human Centred Computing.- Advances in deep and shallow machine learning algorithms for biomedical data and imaging.- Reliable, Robust, and Secure Machine Learning Algorithms.- Theory and Applications of Natural Computing Paradigms.- Applications.