The 65 full papers included in this book were carefully reviewed and selected from 120 submissions. They were organized in topical sections as follows: ¿Anomaly and Fault Detection, Data Mining and Decision Support Systems, Deep Learning, Evolutionary Computation and Optimization, HAIS Applications, Image and Speech Signal Processing, Agents and Multiagents, Biomedical Applicatons.