stefano squartini
stefano squartini
Full Professor in Electrical Engineering, Universitā Politecnica delle Marche
Verified email at univpm.it - Homepage
Title
Cited by
Cited by
Year
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
2292012
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
1772013
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
1612015
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
Proceedings 40th IEEE International Conference on Acoustics, Speech, and …, 2015
1512015
DCASE 2016 acoustic scene classification using convolutional neural networks
M Valenti, A Diment, G Parascandolo, S Squartini, T Virtanen
Proc. Workshop Detection Classif. Acoust. Scenes Events, 95-99, 2016
1282016
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
1132013
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
922015
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
792014
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
672017
Online sequential extreme learning machine in nonstationary environments
Y Ye, S Squartini, F Piazza
Neurocomputing 116, 94-101, 2013
642013
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
512018
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
492015
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
452019
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
452017
Deep recurrent neural network-based autoencoders for acoustic novelty detection
E Marchi, F Vesperini, S Squartini, B Schuller
Computational intelligence and neuroscience 2017, 2017
452017
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
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
392015
Wireless networked music performance
L Gabrielli, S Squartini
Wireless Networked Music Performance, 53-92, 2016
352016
Nonlinear speech enhancement: An overview
A Hussain, M Chetouani, S Squartini, A Bastari, F Piazza
Progress in nonlinear speech processing, 217-248, 2007
352007
Optimization algorithms for home energy resource scheduling in presence of data uncertainty
S Squartini, M Boaro, F De Angelis, D Fuselli, F Piazza
2013 Fourth International Conference on Intelligent Control and Information …, 2013
322013
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