Analysis of energy efficiency in non-residential buildings using metaheuristic and artificial intelligence techniques
Automatic diagnosis of diabetic retinopathy
Automatic detection of diabetic retinopathy using neuroevolution algorithmse
AI for automatic diagnosis of chorioretinitis
Automatic diagnosis of chorioretinitis due to toxoplasmosis in children using artificial intelligence techniques
Deep learning fusion
Fusion of deep learning models for temporal data to obtain more effective and efficient models to be applied in real time
Efficient and Explainable learning
Design of efficient and explainable models in deep learning, transfer learning and online learning
Machine learning for high frequency data
Algorithms and applications of machine learning for high frequency time series and temporal data streams
Big Data Streaming
Development of models and technologies for the management, pre-processing and analysis of real-time data.
AI for pest management
Development of machine learning models using images collected by drones.
Time series analysis
Machine learning techniques for earthquakes and environmental pollution time series forecasting.
Big Time – Aware Data
Development of machine learning models for massive and time-indexed data analysis.