Optimization, Learning Algorithms and Applications

Computer Vision Based on Learning Algorithms.- Assessing the Reliability of AI-based Angle Detection for Shoulder and Elbow Rehabilitation.- Movement Pattern Recognition in Boxing Using Raw Inertial Measurements.- An Evaluation of Image Preprocessing in Skin Lesions Detection.- Pest Detection in Olive Groves Using YOLOv7 and YOLOv8 Models.- An Artificial Intelligence-Based Method to Identify the Stage of Maturation in Olive Oil Mills.- Enhancing Forest Fire Detection and Monitoring through Satellite Image Recognition: A Comparative Analysis of Classification Algorithms Using Sentinel-2 Data.- Assessing the 3D Position of a Car with a Single 2D Camera using Siamese Networks.- Deep Learning-based Hip Detection in Pelvic Radiographs.- Using LiDAR Data as Image for AI to Recognize Objects in the Mobile Robot Operational Environment.- Adaptive Convolutional Neural Network for Predicting Steering Angle and Acceleration on Autonomous Driving Scenario.- Deep Learning-Based Classification and Quantification of Emulsion Droplets: A YOLOv7 Approach.- Identification of Late Blight in Potato Leaves using Image Processing and Machine Learning.- Machine Learning and AI in Robotics.- Deep Learning-Based Localization Approach for Autonomous Robots in the RobotAtFactory 4.0 Competition.- Deep Learning and Machine Learning Techniques Applied to Speaker Identification on Small Datasets.- Impact of EMG Signal Filters on Machine Learning Model Training: A Comparison with Clustering on Raw Signal.- Fault Classification of Wind Turbine: A Comparison of Hyperparameter Optimization Methods.- Realistic Model Parameter Optimization: Shadow Robot Dexterous Hand Use - Case.- Performance of Heuristics for Classifying Leftovers from Cutting Stock Problem.- Optimization in Control Systems Design.- On Strong Anti-Learning of Parity.- Sub-system Integrationand Health Dashboard for Autonomous Mobile Robots.- Optimization Models for Hydrokinetic Energy Generated Downstream of Hydropower Plants.- Vehicle Industry Big Data Analysis using Clustering Approaches.- Multi-Objective Optimal Sizing of an AC/DC Grid Connected Microgrid System.- Deep Conditional Measure Quantization.- ECG and sEMG Conditioning and Wireless Transmission with a Biosignal Acquisition Board.- An Efficient GPU Parallelization of the Jaya Optimization Algorithm and Its Application for Solving Large Systems of Nonlinear Equations.