Fog of everything: Energy-efficient networked computing architectures, research challenges, and a case study E Baccarelli, PGV Naranjo, M Scarpiniti, M Shojafar, JH Abawajy IEEE access 5, 9882-9910, 2017 | 383 | 2017 |
Nonlinear spline adaptive filtering M Scarpiniti, D Comminiello, R Parisi, A Uncini Signal Processing 93 (4), 772-783, 2013 | 185 | 2013 |
Functional link adaptive filters for nonlinear acoustic echo cancellation D Comminiello, M Scarpiniti, LA Azpicueta-Ruiz, J Arenas-Garcia, ... IEEE Transactions on Audio, Speech, and Language Processing 21 (7), 1502-1512, 2013 | 170 | 2013 |
Online sequential extreme learning machine with kernels S Scardapane, D Comminiello, M Scarpiniti, A Uncini IEEE transactions on neural networks and learning systems 26 (9), 2214-2220, 2014 | 157 | 2014 |
Why should we add early exits to neural networks? S Scardapane, M Scarpiniti, E Baccarelli, A Uncini Cognitive Computation 12 (5), 954-966, 2020 | 119 | 2020 |
Monitoring of marine mucilage formation in Italian seas investigated by infrared spectroscopy and independent component analysis M Mecozzi, M Pietroletti, M Scarpiniti, R Acquistucci, ME Conti Environmental monitoring and assessment 184, 6025-6036, 2012 | 96 | 2012 |
Hammerstein uniform cubic spline adaptive filters: Learning and convergence properties M Scarpiniti, D Comminiello, R Parisi, A Uncini Signal Processing 100, 112-123, 2014 | 90 | 2014 |
Novel cascade spline architectures for the identification of nonlinear systems M Scarpiniti, D Comminiello, R Parisi, A Uncini IEEE Transactions on Circuits and Systems I: Regular Papers 62 (7), 1825-1835, 2015 | 86 | 2015 |
Design and energy-efficient resource management of virtualized networked Fog architectures for the real-time support of IoT applications PG Vinueza Naranjo, E Baccarelli, M Scarpiniti The journal of Supercomputing 74 (6), 2470-2507, 2018 | 76 | 2018 |
Nonlinear acoustic echo cancellation based on sparse functional link representations D Comminiello, M Scarpiniti, LA Azpicueta-Ruiz, J Arenas-García, ... IEEE/ACM transactions on audio, speech, and language processing 22 (7), 1172 …, 2014 | 66 | 2014 |
Text independent automatic speaker recognition system using mel-frequency cepstrum coefficient and gaussian mixture models A Maesa, F Garzia, M Scarpiniti, R Cusani Journal of Information Security 3 (04), 335, 2012 | 63 | 2012 |
Steady-state performance of spline adaptive filters M Scarpiniti, D Comminiello, G Scarano, R Parisi, A Uncini IEEE Transactions on Signal Processing 64 (4), 816-828, 2015 | 62 | 2015 |
Nonlinear system identification using IIR spline adaptive filters M Scarpiniti, D Comminiello, R Parisi, A Uncini Signal Processing 108, 30-35, 2015 | 55 | 2015 |
A semi-supervised random vector functional-link network based on the transductive framework S Scardapane, D Comminiello, M Scarpiniti, A Uncini Information Sciences 364, 156-166, 2016 | 52 | 2016 |
A CNN approach for audio classification in construction sites A Maccagno, A Mastropietro, U Mazziotta, M Scarpiniti, YC Lee, A Uncini Progresses in Artificial Intelligence and Neural Systems, 371-381, 2021 | 47 | 2021 |
Deep recurrent neural networks for audio classification in construction sites M Scarpiniti, D Comminiello, A Uncini, YC Lee 2020 28th European Signal Processing Conference (EUSIPCO), 810-814, 2021 | 44 | 2021 |
Frequency domain quaternion adaptive filters: Algorithms and convergence performance F Ortolani, D Comminiello, M Scarpiniti, A Uncini Signal Processing 136, 69-80, 2017 | 39 | 2017 |
Q*: Energy and delay-efficient dynamic queue management in TCP/IP virtualized data centers E Baccarelli, PGV Naranjo, M Shojafar, M Scarpiniti Computer Communications 102, 89-106, 2017 | 39 | 2017 |
EcoMobiFog–design and dynamic optimization of a 5G mobile-fog-cloud multi-tier ecosystem for the real-time distributed execution of stream applications E Baccarelli, M Scarpiniti, A Momenzadeh IEEE Access 7, 55565-55608, 2019 | 38 | 2019 |
Learning activation functions from data using cubic spline interpolation S Scardapane, M Scarpiniti, D Comminiello, A Uncini Neural Advances in Processing Nonlinear Dynamic Signals 27, 73-83, 2019 | 38 | 2019 |