Optimization, Learning Algorithms and Applications

applied to IBOVESPA Prediction.- F0, LPC, and MFCC Analysis for Emotion Recognition Based on Speech.- Solanum lycopersicum - Fusarium oxysporum Fo47 Interaction Study using ML Classifiers in Transcriptomic Data.- Smart Data Driven System for Pathological Voices Classification.- Gene Expression Analysis of Solanum lycopersicum - Bacillus megaterium Interaction to Identify Informative Genes using Machine Learning Classifiers.- A Kernel Clustering Algorithm Based on Diameters.- Forecasting Omicron Variant of Covid-19 with ANN Model in European Countries - Number of Cases, Deaths, and ICU patients.- Anomaly Detection using Smart Shirt and Machine Learning: A Systematic Review.- Decision Making System to Support the Cost of Ordered Products.- Optimization in Control Systems Design.- Analysis of Topological Characteristics Impacting the Allocation of Controllers in a SD-WAN Network: RNP Case.- A Hybrid Approach GABC-LS to Solve mTSP.- On the Complexity of a Linear Programming Predictor-Corrector Algorithm using the Two Norm Neighborhood.- Modelling and Control of a Retrofitted Oven for SMD Reflow.- Measurements with the Internet of Things.- Investigation of the Partial Discharges in the High Voltage Measurement Transformers.- Smart Systems for Monitoring Buildings - An IoT Application.- Map Coverage of LoRaWAN signal's Employing GPS from Mobile Devices.- Node Assembly for Waste Levels Measurement: Embrace the Smart City.- Trends in Engineering Education.- Data Analysis Techniques Applied to the MathE Database.- Evolution of Soft Skills for Engineering Education in the Digital Era.- Communication in Educational Robots: From Coordination to IoT Systems.- Educational Testbed in the context of Industry 4.0 and 5.0: Literature Review.- Advances and Optimization in Cyber-Physical Systems.- Adaptive Environment System to Manage Comfort Preferences and Conflicts.- Asynchronous and Distributed Multi-agent Systems: an Approach through Actor Model.- Stock Management Improvement in a Nursing Ward using Lean Approach and Mathematical Modelling.- Monitoring Electrical and Operational Parameters of a Stamping Machine for Failure Prediction.- Computer vision based on learning algorithms.- Super-Resolution Face Recognition: an Approach Using Generative Adversarial Networks and Joint-Learn.- Image Processing of Petri Dishes for Counting Microorganisms.- Caenorhabditis Elegans Detection using YOLOv5 and Faster R-CNN Networks.- Object Detection for Indoor Localization System.- Classification of Facial Expressions under Partial Occlusion for VR Games.- Machine Learning to Identify Olive-tree Cultivars.