- Image Processing, Classification, and Segmentation.- Image Classification of Peach Leaves Using a Siamese Neural Network.- Pancreas segmentation using SRGAN combined with U-Net neural network.- Using artificial intelligence and X-ray images to train and predict COVID-19 and Pneumonia: Tool for diagnosis and treatment.- Region of interest features and classification of MRI brain lesions.- Deep Learning-Based Leukemia Diagnosis from Bone Marrow Images.- Breast thermographic image augmentation using Generative Adversarial Networks (GANs).- Evaluating Histopathological Cancer Detection: A Comparative Analysis of CNN Architectures for Tumor Detection in Lymph Node Pathology.
- ViTSigat: Early black Sigatoka detection in banana plants using Vision Transformer.- Automatic Parking Space Segmentation using K-means Clustering and Image Processing Techniques.- Artificial Intelligence and Machine Learning Applications.- Neural Agents with Continual Learning Capacities.- Centinela: An intelligent system based on an integrated architecture for supporting scholars.- Optimizing Predictive Models in Healthcare Using Artificial Intelligence: A Comprehensive Approach with a COVID-19 Case Study.- Predictive Model Proposal in Telemetry using Machine Learning Techniques to anticipate Water Degradation in Aquaculture.- Evaluation of the use of artificial intelligence techniques in the mitigation of the broadcast storm problem in FANET networks.
- Adaptation Dynamics of Galápagos Finches: Evolutionary Responses to Climate Variation Explored through Machine Learning.- Incident Alert Priority Levels Classification in Command and Control Centre using Word Embedding Techniques.- Physics Informed Neural Networks and Gaussian Processes-Hamiltonian Monte Carlo to solve Ordinary Differential Equations.- IoT, Embedded Systems, and Applications in Healthcare and Industrial Environments.- Pre-processing of the Text of ECU 911 Emergency calls.- Secure BLE Communication between Android Devices and Embedded Systems for IoT Applications.- Modeling and control of a Peltier thermoelectric system applying a multi-objective optimization approach.- Wearable device for acquiring biomechanical variables applied to the analysis of occupational health risks in industrial environments.
- Spectral Analysis of Powertrain Vibration in a Hybrid Vehicle under Controlled Operating Conditions.- Evaluation of an intelligent educational toy-game proto-type for toddlers' motor stimulation and learning.- Changes in academic assessment due to the use of artificial intelligence.