Design of efficient and explainable models in deep learning, transfer learning and online learning
Archives: Projects
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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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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.
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Big Data Analytics
Big data analytics has become a powerful tool for those firms that want to make the most of data. Accurate predictive and descriptive data analysis may result in huge economic benefits, and leading companies are totally aware of this fact. Big data can be studied from two different perspectives. First, how information is stored and...
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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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EasyM2M: New communication protocols for Smart Cities creation
Development of a IoT-oriented infrastructure and systems to connect devices and processing of messages scaled for Big Data.
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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.
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CONBIDA: Big Data-based construction
Development of predictive models and data analytics to help making decisions in different processes related to the construction.