| 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 | 210 | 2017 |
| 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 | 178 | 2018 |
| 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 | 169 | 2015 |
| An integrated system for voice command recognition and emergency detection based on audio signals E Principi, S Squartini, R Bonfigli, G Ferroni, F Piazza Expert Systems with Applications 42 (13), 5668-5683, 2015 | 67 | 2015 |
| Exploiting the reactive power in deep neural models for non-intrusive load monitoring M Valenti, R Bonfigli, E Principi, S Squartini 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 44 | 2018 |
| A non-intrusive load monitoring algorithm based on non-uniform sampling of power data and deep neural networks M Fagiani, R Bonfigli, E Principi, S Squartini, L Mandolini Energies 12 (7), 1371, 2019 | 33 | 2019 |
| A Deep Neural Network Approach for Voice Activity Detection in Multi-Room Domestic Scenarios G Ferroni, R Bonfigli, E Principi, S Squartini, F Piazza | 32 | 2015 |
| Machine learning approaches to non-intrusive load monitoring R Bonfigli, S Squartini Springer International Publishing, 2020 | 23* | 2020 |
| Improving the performance of the AFAMAP algorithm for Non-Intrusive Load Monitoring R Bonfigli, M Severini, S Squartini, M Fagiani, F Piazza 2016 IEEE Congress on Evolutionary Computation (CEC), 303-310, 2016 | 13 | 2016 |
| Advanced integration of multimedia assistive technologies: A prospective outlook D Liciotti, G Ferroni, E Frontoni, S Squartini, E Principi, R Bonfigli, ... 2014 IEEE/ASME 10th International Conference on Mechatronic and Embedded …, 2014 | 10 | 2014 |
| User-aided Footprint Extraction for Appliance Modelling in Non-Intrusive Load Monitoring R Bonfigli, E Principi, S Squartini, M Fagiani, M Severini, F Piazza Power 200 (400), 600, 2016 | 9 | 2016 |
| Short-term load forecasting for smart water and gas grids: A comparative evaluation M Fagiani, S Squartini, R Bonfigli, F Piazza 2015 IEEE 15th International Conference on Environment and Electrical …, 2015 | 7 | 2015 |
| A floor acoustic sensor for fall classification E Principi, P Olivetti, S Squartini, R Bonfigli, F Piazza Audio Engineering Society Convention 138, 2015 | 7 | 2015 |
| A real-time implementation of an acoustic novelty detector on the BeagleBoard-xM R Bonfigli, G Ferroni, E Principi, S Squartini, F Piazza 2014 6th European Embedded Design in Education and Research Conference …, 2014 | 6 | 2014 |
| Improving the performance of an in-home acoustic monitoring system by integrating a vocal effort classification algorithm E Principi, R Bonfigli, S Squartini, F Piazza Audio Engineering Society Convention 136, 2014 | 4 | 2014 |
| Neural Networks Based Methods for Voice Activity Detection in a Multi-room Domestic Environment G Ferroni, R Bonfigli, E Principi, S Squartini, F Piazza | 4 | 2014 |
| Exploiting temporal features and pressure data for automatic leakage detection in smart water grids M Fagiani, S Squartini, R Bonfigli, M Severini, F Piazza 2016 IEEE Congress on Evolutionary Computation (CEC), 295-302, 2016 | 1 | 2016 |
| LPC real-time speech transmission over 802.15. 4 C Scavongelli, R Bonfigli, D Donati, E Montali, M Conti 2013 Proceedings of the 11th Workshop on Intelligent Solutions in Embedded …, 2013 | 1 | 2013 |
stefano squartiniFull Professor in Electrical Engineering, Università Politecnica delle MarcheDirección de correo verificada de univpm.it
