Analysis of energy efficiency in non-residential buildings using metaheuristic and artificial intelligence techniques
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
DIGITAL PORT: Digital Platform for Port Logistics Services
Design, development and validation of an integrated and modular system configured as a platform for the optimization of port logistics process.
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.
CONBIDA: Big Data-based construction
Development of predictive models and data analytics to help making decisions in different processes related to the construction.
ANAMERLEC: Data analytics for electricity market forecasting
Analysis and development of predictive models applied to forecasting of relevant variables in the electric market.
AQUASIG: Water supply and urban consumption smart management system
Support and development of data analytics systems to help making decisions for water supply and urban consumption scenarios.
IA2GIP: Artificial intelligence applied to pest management and control
Research and development of complex machine learning algorithms to provide accurate predictions for the evolution of the olive fly pest agent.