| Load forecasting in district heating networks: Model comparison on a real-world case study F Bianchi, A Castellini, P Tarocco, A Farinelli Machine Learning, Optimization, and Data Science: 5th International …, 2019 | 10 | 2019 |
| Generation and interpretation of parsimonious predictive models for load forecasting in smart heating networks A Castellini, F Bianchi, A Farinelli Applied Intelligence 52 (9), 9621-9637, 2022 | 7 | 2022 |
| Scalable safe policy improvement via monte carlo tree search A Castellini, F Bianchi, E Zorzi, TD Simao, A Farinelli, MTJ Spaan International Conference on Machine Learning, 3732-3756, 2023 | 3 | 2023 |
| Predictive model generation for load forecasting in district heating networks A Castellini, F Bianchi, A Farinelli IEEE Intelligent Systems 36 (4), 86-95, 2020 | 3 | 2020 |
| XM_HeatForecast: Heating Load Forecasting in Smart District Heating Networks F Bianchi, F Masillo, A Castellini, A Farinelli Machine Learning, Optimization, and Data Science: 6th International …, 2020 | 2 | 2020 |
| Monte Carlo Tree Search Planning for continuous action and state space F Bianchi, L Bonanni, A Castellini, A Farinelli AIRO 2022 Artificial Intelligence and Robotics 2022, 38-47, 2023 | 1 | 2023 |
| Convolutional neural network and stochastic variational gaussian process for heating load forecasting F Bianchi, P Tarocco, A Castellini, A Farinelli Machine Learning, Optimization, and Data Science: 6th International …, 2020 | 1 | 2020 |
Alessandro FarinelliFull professor of Computer Science, University of VeronaVerified email at univr.it
