Marco Fagiani
Marco Fagiani
Postdoctoral Researcher, Universitą Politecnica delle Marche
Verified email at staff.univpm.it - Homepage
Title
Cited by
Cited by
Year
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
1022015
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, 2017
772017
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
622018
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
392015
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
182019
Computational Intelligence in Smart water and gas grids: An up-to-date overview
M Fagiani, S Squartini, L Gabrielli, M Pizzichini, S Spinsante
2014 International Joint Conference on Neural Networks (IJCNN), 921-926, 2014
152014
Signer independent isolated Italian sign recognition based on hidden Markov models
M Fagiani, E Principi, S Squartini, F Piazza
Pattern Analysis and Applications 18 (2), 385-402, 2015
132015
A novelty detection approach to identify the occurrence of leakage in smart gas and water grids
M Fagiani, S Squartini, M Severini, F Piazza
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
122015
Energy management with the support of dynamic pricing strategies in real micro-grid scenarios
M Severini, S Squartini, M Fagiani, F Piazza
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
122015
A statistical framework for automatic leakage detection in smart water and gas grids
M Fagiani, S Squartini, L Gabrielli, M Severini, F Piazza
Energies 9 (9), 665, 2016
102016
A new system for automatic recognition of italian sign language
M Fagiani, E Principi, S Squartini, F Piazza
Neural Nets and Surroundings, 69-79, 2013
102013
Domestic water and natural gas demand forecasting by using heterogeneous data: a preliminary study
M Fagiani, S Squartini, L Gabrielli, S Spinsante, F Piazza
Advances in Neural Networks: Computational and Theoretical Issues, 185-194, 2015
92015
User-aided footprint extraction for appliance modelling in Non-Intrusive Load Monitoring
R Bonfigli, E Principi, S Squartini, M Fagiani, M Severini, F Piazza
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
82016
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
A new Italian sign language database
M Fagiani, E Principi, S Squartini, F Piazza
International Conference on Brain Inspired Cognitive Systems, 164-173, 2012
72012
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
Multichannel cepstral domain feature warping for robust speech recognition
S Squartini, M Fagiani, E Principi, F Piazza
Front Artif Intell Appl 226, 284-292, 2011
62011
Energy management with support of PV partial shading modelling in micro grid environments
M Severini, E Principi, M Fagiani, S Squartini, F Piazza
Energies 10 (4), 453, 2017
52017
rEMpy: a comprehensive software framework for residential energy management
M Fagiani, M Severini, M Valenti, F Ferracuti, L Ciabattoni, S Squartini
Energy and Buildings 171, 131-143, 2018
42018
A New Open-SourceEnergy Management Framework: Functional Description and Preliminary Results
M Fagiani, M Severini, S Squartini, L Ciabattoni, F Ferracuti, A Fonti, ...
2017 IEEE Congress on Evolutionary Computation, 2017
32017
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