| Optimal home energy management under dynamic electrical and thermal constraints F De Angelis, M Boaro, D Fuselli, S Squartini, F Piazza, Q Wei IEEE Transactions on Industrial Informatics 9 (3), 1518-1527, 2012 | 259 | 2012 |
| A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks E Marchi, F Vesperini, F Eyben, S Squartini, B Schuller 2015 IEEE international conference on acoustics, speech and signal …, 2015 | 214 | 2015 |
| Real-life voice activity detection with lstm recurrent neural networks and an application to hollywood movies F Eyben, F Weninger, S Squartini, B Schuller 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 213 | 2013 |
| Multi-apartment residential microgrid with electrical and thermal storage devices: Experimental analysis and simulation of energy management strategies G Comodi, A Giantomassi, M Severini, S Squartini, F Ferracuti, A Fonti, ... Applied Energy 137, 854-866, 2015 | 191 | 2015 |
| Action dependent heuristic dynamic programming for home energy resource scheduling D Fuselli, F De Angelis, M Boaro, S Squartini, Q Wei, D Liu, F Piazza International Journal of Electrical Power & Energy Systems 48, 148-160, 2013 | 134 | 2013 |
| Unsupervised algorithms for non-intrusive load monitoring: An up-to-date overview R Bonfigli, S Squartini, M Fagiani, F Piazza 2015 IEEE 15th international conference on environment and electrical …, 2015 | 117 | 2015 |
| Non-intrusive load monitoring by using active and reactive power in additive Factorial Hidden Markov Models R Bonfigli, E Principi, M Fagiani, M Severini, S Squartini, F Piazza Applied Energy 208, 1590-1607, 2017 | 111 | 2017 |
| Modified PSO algorithm for real-time energy management in grid-connected microgrids MA Hossain, HR Pota, S Squartini, AF Abdou Renewable energy 136, 746-757, 2019 | 110 | 2019 |
| Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks E Marchi, G Ferroni, F Eyben, L Gabrielli, S Squartini, B Schuller 2014 IEEE international conference on acoustics, speech and signal …, 2014 | 94 | 2014 |
| Denoising autoencoders for non-intrusive load monitoring: improvements and comparative evaluation R Bonfigli, A Felicetti, E Principi, M Fagiani, S Squartini, F Piazza Energy and Buildings 158, 1461-1474, 2018 | 90 | 2018 |
| Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection E Marchi, F Vesperini, F Weninger, F Eyben, S Squartini, B Schuller 2015 International Joint Conference on Neural Networks (IJCNN), 1-7, 2015 | 72 | 2015 |
| Online sequential extreme learning machine in nonstationary environments Y Ye, S Squartini, F Piazza Neurocomputing 116, 94-101, 2013 | 69 | 2013 |
| A convolutional neural network approach for acoustic scene classification M Valenti, S Squartini, A Diment, G Parascandolo, T Virtanen 2017 International Joint Conference on Neural Networks (IJCNN), 1547-1554, 2017 | 68 | 2017 |
| Unsupervised electric motor fault detection by using deep autoencoders E Principi, D Rossetti, S Squartini, F Piazza IEEE/CAA Journal of Automatica Sinica 6 (2), 441-451, 2019 | 65 | 2019 |
| Transfer learning for non-intrusive load monitoring M D’Incecco, S Squartini, M Zhong IEEE Transactions on Smart Grid 11 (2), 1419-1429, 2019 | 61 | 2019 |
| Deep recurrent neural network-based autoencoders for acoustic novelty detection E Marchi, F Vesperini, S Squartini, B Schuller Computational intelligence and neuroscience 2017, 2017 | 61 | 2017 |
| Energy scheduling of community microgrid with battery cost using particle swarm optimisation MA Hossain, HR Pota, S Squartini, F Zaman, JM Guerrero Applied Energy 254, 113723, 2019 | 47 | 2019 |
| A neural network based algorithm for speaker localization in a multi-room environment F Vesperini, P Vecchiotti, E Principi, S Squartini, F Piazza 2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016 | 47 | 2016 |
| Wireless networked music performance L Gabrielli, S Squartini Wireless Networked Music Performance, 53-92, 2016 | 47 | 2016 |
| A review of datasets and load forecasting techniques for smart natural gas and water grids: Analysis and experiments M Fagiani, S Squartini, L Gabrielli, S Spinsante, F Piazza Neurocomputing 170, 448-465, 2015 | 47 | 2015 |
Leonardo GabrielliUniversitā Politecnica delle MarcheVerified email at univpm.it
