Seguir
stefano squartini
stefano squartini
Full Professor in Electrical Engineering, Università Politecnica delle Marche
Dirección de correo verificada de univpm.it - Página principal
Título
Citado por
Citado por
Año
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
3092012
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
2952015
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
2842013
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
2592015
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
2582019
Transfer learning for non-intrusive load monitoring
M D’Incecco, S Squartini, M Zhong
IEEE Transactions on Smart Grid 11 (2), 1419-1429, 2019
2442019
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
2052017
DCASE 2016 Acoustic Scene Classification Using Convolutional Neural Networks.
M Valenti, A Diment, G Parascandolo, S Squartini, T Virtanen
DCASE, 95-99, 2016
1912016
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
1762018
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
1702019
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
1692015
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
1682013
Energy scheduling of community microgrid with battery cost using particle swarm optimisation
MA Hossain, HR Pota, S Squartini, F Zaman, JM Guerrero
Applied Energy 254, 113723, 2019
1412019
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
1252014
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
1182017
Energy management of community microgrids considering degradation cost of battery
MA Hossain, HR Pota, S Squartini, F Zaman, KM Muttaqi
Journal of Energy Storage 22, 257-269, 2019
1062019
Deep recurrent neural network-based autoencoders for acoustic novelty detection
E Marchi, F Vesperini, S Squartini, B Schuller
Computational intelligence and neuroscience 2017, 2017
1032017
Real-world anomaly detection by using digital twin systems and weakly supervised learning
A Castellani, S Schmitt, S Squartini
IEEE Transactions on Industrial Informatics 17 (7), 4733-4742, 2020
902020
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
892015
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
852016
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20