ROSA ALTILIO

PhD Graduate

PhD program:: XXX



Thesis title: Distributed Learning for Multiple Source Data.


Research products

11573/1490219 - 2021 - A comparison of machine learning classifiers for smartphone-based gait analysis
Altilio, Rosa; Rossetti, Andrea; Fang, Qiang; Gu, Xudong; Panella, Massimo - 01a Articolo in rivista
paper: MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (Peter Peregrinus Limited:PO Box 96, Stevenage SG1 2SD United Kingdom:011 44 1438 313311, Fax: 011 44 1438 313465) pp. 535-546 - issn: 0140-0118 - wos: WOS:000615531700001 (6) - scopus: 2-s2.0-85100663903 (12)

11573/1565715 - 2021 - A decentralized algorithm for distributed ensemble clustering
Rosato, A.; Altilio, R.; Panella, M. - 01a Articolo in rivista
paper: INFORMATION SCIENCES (Amsterdam; Boston: Elsevier 1968-) pp. 417-434 - issn: 0020-0255 - wos: WOS:000701177100005 (8) - scopus: 2-s2.0-85111331801 (7)

11573/1283382 - 2019 - Distributed data clustering over networks
Altilio, R.; Di Lorenzo, P.; Panella, M. - 01a Articolo in rivista
paper: PATTERN RECOGNITION (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. 603-620 - issn: 0031-3203 - wos: WOS:000472697800046 (18) - scopus: 2-s2.0-85065527052 (20)

11573/1209026 - 2019 - A classification approach to modeling financial time series
Altilio, Rosa; Andreasi, Giorgio; Panella, Massimo - 02a Capitolo o Articolo
book: Smart Innovation, Systems and Technologies - (978-3-319-95097-6; 978-3-319-95098-3)

11573/1209023 - 2019 - A smartphone-based application using machine learning for gesture recognition. Using feature extraction and template matching via Hu image moments to recognize gestures
Panella, Massimo; Altilio, Rosa - 01a Articolo in rivista
paper: IEEE CONSUMER ELECTRONICS MAGAZINE (Piscataway, NJ : Institute of Electrical and Electronics Engineers, Inc., 2012-) pp. 25-29 - issn: 2162-2248 - wos: WOS:000452631200006 (14) - scopus: 2-s2.0-85058326507 (19)

11573/1203412 - 2018 - A sparse Bayesian model for random weight fuzzy neural networks
Altilio, Rosa; Rosato, Antonello; Panella, Massimo - 04b Atto di convegno in volume
conference: IEEE International Conference on Fuzzy Systems (Rio de Janeiro; Brazil)
book: Proceedings of the IEEE International Conference on Fuzzy Systems - (978-1-5090-6020-7)

11573/1203391 - 2018 - Water quality prediction based on wavelet neural networks and remote sensing
Nascimento Silva, Hieda Adriana; Rosato, Antonello; Altilio, Rosa; Panella, Massimo - 04b Atto di convegno in volume
conference: International Joint Conference on Neural Networks (Rio de Janeiro; Brazil)
book: Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2018) - (978-1-5090-6014-6)

11573/1184148 - 2018 - Apprendimento sparso di reti neurofuzzy
Panella, M.; Altilio, R.; Rosato, A. - 04d Abstract in atti di convegno
conference: XXXIV Riunione Annuale dei Ricercatori di Elettrotecnica (Roma, Italia)
book: Memorie ET2018 - ()

11573/1184164 - 2018 - Apprendimento on-line di reti neurali su architetture a precisione numerica finita
Panella, M.; Altilio, R.; Rosato, A. - 04d Abstract in atti di convegno
conference: XXXIV Riunione Annuale dei Ricercatori di Elettrotecnica (Roma, Italia)
book: Memorie ET2018 - ()

11573/1203342 - 2018 - A smart grid in Ponza island: battery energy storage management by echo state neural network
Rosato, Antonello; Altilio, Rosa; Araneo, Rodolfo; Panella, Massimo - 04b Atto di convegno in volume
conference: IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (IEEE EEEIC / I&CPS Europe 2018) (Palermo, Italia)
book: Proc. of IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (IEEE EEEIC / I&CPS Europe 2018) - (978-1-5386-5186-5; 978-153865185-8)

11573/1203369 - 2018 - Neural network approaches to electricity price forecasting in day-ahead markets
Rosato, Antonello; Altilio, Rosa; Araneo, Rodolfo; Panella, Massimo - 04b Atto di convegno in volume
conference: IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (IEEE EEEIC / I&CPS Europe 2018) (Palermo, Italia)
book: Proc. of IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (IEEE EEEIC / I&CPS Europe 2018) - (978-1-5386-5186-5; 978-153865185-8)

11573/1203317 - 2018 - On-line learning of RVFL neural networks on finite precision hardware
Rosato, Antonello; Altilio, Rosa; Panella, Massimo - 04b Atto di convegno in volume
conference: IEEE International Symposium on Circuits and Systems (ISCAS 2018) (Florence; Italy)
book: Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS 2018) - (978-1-5386-4881-0)

11573/869673 - 2018 - Privacy-preserving data mining for distributed medical scenarios
Scardapane, Simone; Altilio, Rosa; Ciccarelli, V.; Uncini, Aurelio; Panella, Massimo - 02a Capitolo o Articolo
book: Multidisciplinary Approaches to Neural Computing - (978-3-319-56903-1)

11573/986315 - 2017 - TECNICHE DI PATTERN RECOGNITION APPLICATE ALLA RIABILITAZIONE MOTORIA
Altilio, Rosa; Andreasi, Giorgio; Panella, Massimo - 04d Abstract in atti di convegno
conference: XXXIII Riunione Annuale dei Ricercatori di Elettrotecnica (Milano, Italia)
book: Memorie ET2017 - ()

11573/902823 - 2017 - Selection of clinical features for pattern recognition applied to gait analysis
Altilio, Rosa; Paoloni, Marco; Panella, Massimo - 01a Articolo in rivista
paper: MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (Peter Peregrinus Limited:PO Box 96, Stevenage SG1 2SD United Kingdom:011 44 1438 313311, Fax: 011 44 1438 313465) pp. 685-695 - issn: 0140-0118 - wos: WOS:000398343800014 (31) - scopus: 2-s2.0-84978705148 (36)

11573/1184239 - 2017 - A nonuniform quantizer for hardware implementation of neural networks
Altilio, Rosa; Rosato, Antonello; Panella, Massimo - 04b Atto di convegno in volume
conference: 2017 European Conference on Circuit Theory and Design, ECCTD 2017 (Catania, Italia)
book: 2017 European Conference on Circuit Theory and Design, ECCTD 2017 - (9781538639740)

11573/987109 - 2017 - A new learning approach for Takagi-Sugeno fuzzy systems applied to time series prediction
Altilio, Rosa; Rosato, Antonello; Panella, Massimo - 04b Atto di convegno in volume
conference: IEEE International Conference on Fuzzy Systems (Napoli, Italia)
book: Proceedings of the IEEE International Conference on Fuzzy Systems - (978-1-5090-6034-4)

11573/987107 - 2017 - Distributed on-line learning for random-weight fuzzy neural networks
Fierimonte, Roberto; Altilio, Rosa; Panella, Massimo - 04b Atto di convegno in volume
conference: IEEE International Conference on Fuzzy Systems (Napoli, Italia)
book: Proceedings of the IEEE International Conference on Fuzzy Systems - (978-1-5090-6034-4)

11573/986316 - 2017 - APPRENDIMENTO DI RETI NEURALI IN CIRCUITI A PRECISIONE NUMERICA FINITA
Panella, Massimo; Altilio, Rosa; Rosato, Antonello - 04d Abstract in atti di convegno
conference: XXXIII Riunione Annuale dei Ricercatori di Elettrotecnica (Milano, Italia)
book: Memorie ET2017 - ()

11573/986317 - 2017 - RETI NEURALI E LOGICA FUZZY PER LA PREDIZIONE DI SERIE ENERGETICHE
Rosato, Antonello; Altilio, Rosa; Araneo, Rodolfo; Panella, Massimo - 04d Abstract in atti di convegno
conference: XXXIII Riunione Annuale dei Ricercatori di Elettrotecnica (Milano, Italia)
book: Memorie ET2017 - ()

11573/987108 - 2017 - Takagi-Sugeno Fuzzy Systems Applied to Voltage Prediction of Photovoltaic Plants
Rosato, Antonello; Altilio, Rosa; Araneo, Rodolfo; Panella, Massimo - 04b Atto di convegno in volume
conference: IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (IEEE EEEIC / I&CPS Europe 2017) (Milano, Italia)
book: Proc. of IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (IEEE EEEIC / I&CPS Europe 2017) - (978-1-5386-3917-7; 978-153863916-0)

11573/987110 - 2017 - Prediction in Photovoltaic Power by Neural Networks
Rosato, Antonello; Altilio, Rosa; Araneo, Rodolfo; Panella, Massimo - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 1-25 - issn: 1996-1073 - wos: WOS:000406700200174 (44) - scopus: 2-s2.0-85026293094 (49)

11573/1184275 - 2017 - Finite precision implementation of random vector functional-link networks
Rosato, Antonello; Altilio, Rosa; Panella, Massimo - 04b Atto di convegno in volume
conference: 2017 22nd International Conference on Digital Signal Processing, DSP 2017 (Londra, Regno Unito)
book: International Conference on Digital Signal Processing, DSP - (9781538618950)

11573/869658 - 2016 - Tecniche di intelligenza computazionale applicate alla riabilitazione motoria
Altilio, Rosa; Liparulo, Luca; Barbato, Marco; Panella, Massimo - 04d Abstract in atti di convegno
conference: XXXII Riunione Annuale dei Ricercatori di Elettrotecnica (Palermo, Italia)
book: Memorie ET 2016 - ()

11573/869626 - 2016 - A Genetic Algorithm for Feature Selection in Gait Analysis
Altilio, Rosa; Liparulo, Luca; Proietti, Andrea; Paoloni, Marco; Panella, Massimo - 04b Atto di convegno in volume
conference: IEEE Congress on Evolutionary Computation (Vancouver; Canada)
book: Proceedings of the IEEE Congress on Evolutionary Computation - (978-1-5090-0623-6; 978-1-5090-0622-9)

11573/891749 - 2016 - Embedding of Time Series for the Prediction in Photovoltaic Power Plants
Rosato, Antonello; Altilio, Rosa; Araneo, Rodolfo; Panella, Massimo - 04b Atto di convegno in volume
conference: 16th International Conference on Environment and Electrical Engineering (EEEIC 2016) (Firenze, Italia)
book: Proceedings of the IEEE International Conference on Environment and Electrical Engineering - (9781509023196; 978-1-5090-2320-2)

11573/903326 - 2016 - Recent advances on distributed unsupervised learning
Rosato, Antonello; Altilio, Rosa; Panella, Massimo - 02a Capitolo o Articolo
book: Advances in Neural Networks: Computational Intelligence for ICT - (978-3-319-33746-3; 978-3-319-33747-0)

11573/869643 - 2016 - Apprendimento distribuito di reti neurali e neurofuzzy
Scardapane, Simone; Altilio, Rosa; Fierimonte, R.; Uncini, Aurelio; Panella, Massimo - 04d Abstract in atti di convegno
conference: XXXII Riunione Annuale dei Ricercatori di Elettrotecnica (Palermo, Italia)
book: Memorie ET2016 - ()

11573/913989 - 2016 - Distributed spectral clustering based on Euclidean distance matrix completion
Scardapane, Simone; Altilio, Rosa; Panella, Massimo; Uncini, Aurelio - 04b Atto di convegno in volume
conference: International Joint Conference on Neural Networks (Vancouver, Canada)
book: Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2016) - (978-1-5090-0620-5; 978-1-5090-0619-9)

11573/856269 - 2015 - Multimedia and gaming technologies for telerehabilitation of motor disabilities
Altilio, Rosa; Liparulo, Luca; Panella, Massimo; Paoloni, Marco; Proietti, Andrea - 01a Articolo in rivista
paper: IEEE TECHNOLOGY & SOCIETY MAGAZINE (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 23-30 - issn: 0278-0097 - wos: WOS:000367319200007 (15) - scopus: 2-s2.0-84961635344 (17)

11573/785673 - 2015 - TECNICHE DI FUZZY PATTERN RECOGNITION PER L’ELABORAZIONE DI DATI PROVENIENTI DA ELETTROMIOGRAFIA DI SUPERFICIE (sEMG)
Liparulo, Luca; Proietti, Andrea; Altilio, Rosa; Panella, Massimo - 04d Abstract in atti di convegno
conference: XXXI Riunione Annuale dei Ricercatori di Elettrotecnica (Genova, Italia)
book: Memorie ET 2015 - ()

© Università degli Studi di Roma "La Sapienza" - Piazzale Aldo Moro 5, 00185 Roma