متابعة
stefano squartini
stefano squartini
Full Professor in Electrical Engineering, Università Politecnica delle Marche
بريد إلكتروني تم التحقق منه على univpm.it - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
3262012
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
3192015
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
3052019
Transfer learning for non-intrusive load monitoring‏
M D’Incecco, S Squartini, M Zhong‏
IEEE Transactions on Smart Grid 11 (2), 1419-1429, 2019‏
3032019
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
3012013
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
2812015
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
2312017
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
2182019
DCASE 2016 Acoustic Scene Classification Using Convolutional Neural Networks.‏
M Valenti, A Diment, G Parascandolo, S Squartini, T Virtanen‏
DCASE, 95-99, 2016‏
1982016
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
1932018
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
1802013
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
1762015
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
1742019
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
1452020
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
1292017
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
1292014
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
1242019
Deep recurrent neural network‐based autoencoders for acoustic novelty detection‏
E Marchi, F Vesperini, S Squartini, B Schuller‏
Computational intelligence and neuroscience 2017 (1), 4694860, 2017‏
1172017
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
952016
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
922015
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20