stefano squartini
stefano squartini
Full Professor in Electrical Engineering, Università Politecnica delle Marche
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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
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
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
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
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
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
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
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
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
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
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
Online sequential extreme learning machine in nonstationary environments
Y Ye, S Squartini, F Piazza
Neurocomputing 116, 94-101, 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
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
Transfer learning for non-intrusive load monitoring
M D’Incecco, S Squartini, M Zhong
IEEE Transactions on Smart Grid 11 (2), 1419-1429, 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
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
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
Wireless networked music performance
L Gabrielli, S Squartini
Wireless Networked Music Performance, 53-92, 2016
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
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