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