Roberto Bonfigli
Roberto Bonfigli
R&D area, MAC srl
Adresse e-mail validée de mac-italia.com - Page d'accueil
Titre
Citée par
Citée par
Année
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
992015
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
692017
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
582018
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
402015
A Deep Neural Network Approach for Voice Activity Detection in Multi-Room Domestic Scenarios
G Ferroni, R Bonfigli, E Principi, S Squartini, F Piazza
182015
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
152019
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
142018
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
82016
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
82014
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
72016
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
62015
A floor acoustic sensor for fall classification
E Principi, P Olivetti, S Squartini, R Bonfigli, F Piazza
Audio Engineering Society Convention 138, 2015
52015
Machine learning approaches to non-intrusive load monitoring
R Bonfigli, S Squartini
Springer, 2020
42020
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
42014
Neural Networks Based Methods for Voice Activity Detection in a Multi-room Domestic Environment
G Ferroni, R Bonfigli, E Principi, S Squartini, F Piazza
42014
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
32014
HMM Based Approach
R Bonfigli, S Squartini
Machine Learning Approaches to Non-Intrusive Load Monitoring, 31-90, 2020
12020
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
12013
DNN Based Approach
R Bonfigli, S Squartini
Machine Learning Approaches to Non-Intrusive Load Monitoring, 91-119, 2020
2020
Non-intrusive Load Monitoring
R Bonfigli, S Squartini
Machine Learning Approaches to Non-Intrusive Load Monitoring, 3-14, 2020
2020
Le système ne peut pas réaliser cette opération maintenant. Veuillez réessayer plus tard.
Articles 1–20