Object Recognition using Hierarchical Temporal Memory -- Tree-structured CNN for the Classification of Surgical Instruments -- Knee-ankle Sensor for Gait Characterization: Gender Identification Case -- Methodology for Learning Multimodal Instructions in the Context of Human-Robot Interaction using Machine Learning -- Deep Learning for Photovoltaic Power Plant Forecasting -- Identification of Multimodal Signals for Emotion Recognition in the Context of Human-Robot Interaction -- Forecast and Energy Management of a Microgrid with Renewable Energy Sources using Artificial Intelligence -- Intelligent Recognition System of Myoelectric Signals of Human Hand Movement -- Analyzing Students Reviews of Teacher Performance Using Support Vector Machines by a Proposed Model -- A Selective Segmentation Model for Inhomogeneous Images -- A Review of SAR Hybrid De-Speckling Methods -- Zero-Shot Learning with Partial Attributes.