Marco Fagiani

Non-intrusive load monitoring by using active and reactive power in additive Factorial Hidden Markov Models

Roberto Bonfigli, Emanuele Principi, Marco Fagiani et al. · Applied Energy · 2017 · 222 citations · Full text

Computing, Computer Science, Time Series Analysis +5

Denoising autoencoders for Non-Intrusive Load Monitoring: Improvements and comparative evaluation

Roberto Bonfigli, Andrea Felicetti, Emanuele Principi et al. · Energy and Buildings · 2017 · 177 citations · Full text

Computing, Computer Science, Machine Learning +13

Unsupervised algorithms for non-intrusive load monitoring: An up-to-date overview

Roberto Bonfigli, Stefano Squartini, Marco Fagiani et al. · 2015 · 123 citations

Management, Building Science, Data Mining +14

A Non-Intrusive Load Monitoring Algorithm Based on Non-Uniform Sampling of Power Data and Deep Neural Networks

Marco Fagiani, Roberto Bonfigli, Emanuele Principi et al. · Energies · 2019 · 29 citations · Full text

Computing, Computer Engineering, Computer Systems +13

Signer independent isolated Italian sign recognition based on hidden Markov models

Marco Fagiani, Emanuele Principi, Stefano Squartini et al. · Pattern Analysis and Applications · 2014 · 25 citations

Computing, Computer Science, Computer Vision +8