ANTONELLO ROSATO

PhD Graduate

PhD program:: XXXI



Thesis title: Neural and fuzzy neural approaches to energy time series prediction.


Research products

11573/1693992 - 2024 - Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection
Colonnese, Federica; Di Luzio, Francesco; Rosato, Antonello; Panella, Massimo - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (World Scientific Publishing Company:PO Box 128, Farrer Road, Singapore 912805 Singapore:011 65 6 4665775, EMAIL: journal@wspc.com.sg, INTERNET: http://www.wspc.com.sg, http://www.worldscinet.com, Fax: 011 65 6 4677667) pp. 1-16 - issn: 0129-0657 - wos: WOS:001116423300001 (0) - scopus: 2-s2.0-85179809139 (0)

11573/1675690 - 2023 - Analysis of Logic Schemes for the Optical Implementation of Pointwise Operations in Gated Recurrent Unit Cells
Alam, Badrul; Ceschini, Andrea; Rosato, Antonello; Panella, Massimo; Asquini, Rita - 02a Capitolo o Articolo
book: Sensors and Microsystems - (978-3-031-25705-6; 978-3-031-25706-3)

11573/1688515 - 2023 - Multi-damage detection in composite space structures via deep learning
Angeletti, Federica; Gasbarri, Paolo; Panella, Massimo; Rosato, Antonello - 01a Articolo in rivista
paper: SENSORS (Basel : Molecular Diversity Preservation International (MDPI), 2001-) pp. 1-22 - issn: 1424-8220 - wos: WOS:001061142000001 (0) - scopus: 2-s2.0-85170349363 (1)

11573/1664071 - 2023 - A Study on structural health monitoring of a large space antenna via distributed sensors and deep learning
Angeletti, Federica; Iannelli, Paolo; Gasbarri, Paolo; Panella, Massimo; Rosato, Antonello - 01a Articolo in rivista
paper: SENSORS (Basel : Molecular Diversity Preservation International (MDPI), 2001-) pp. 1-20 - issn: 1424-8220 - wos: WOS:000908906300001 (4) - scopus: 2-s2.0-85145882369 (4)

11573/1686456 - 2023 - Modular quantum circuits for secure communication
Ceschini, A.; Rosato, A.; Panella, M. - 01a Articolo in rivista
paper: IET QUANTUM COMMUNICATION (Receiving publisher (01/01/2021) : Wiley Stevenage: Institution of Engineering and Technology, 2020-) pp. 208-217 - issn: 2632-8925 - wos: WOS:001117992800006 (0) - scopus: 2-s2.0-85168259862 (0)

11573/1691211 - 2023 - Fast convolutional analysis of task-based fMRI data for ADHD detection
Colonnese, F.; Di Luzio, F.; Rosato, A.; Panella, M. - 04b Atto di convegno in volume
conference: 17th International Work-Conference on Artificial Neural Networks, IWANN 2023 (Ponta Delgada; Portugal)
book: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - (978-3-031-43077-0; 978-3-031-43078-7)

11573/1691212 - 2023 - A deep neural network for G-quadruplexes binding proteins classification
Di Luzio, F.; Paiardini, A.; Colonnese, F.; Rosato, A.; Panella, M. - 04b Atto di convegno in volume
conference: 17th International Work-Conference on Artificial Neural Networks, IWANN 2023 (Ponta Delgada; Portugal)
book: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - (978-3-031-43084-8; 978-3-031-43085-5)

11573/1664070 - 2023 - A randomized deep neural network for emotion recognition with landmarks detection
Di Luzio, F.; Rosato, A.; Panella, M. - 01a Articolo in rivista
paper: BIOMEDICAL SIGNAL PROCESSING AND CONTROL (Oxford : Elsevier, 2006-) pp. 1-9 - issn: 1746-8094 - wos: WOS:000932971900002 (2) - scopus: 2-s2.0-85144009774 (8)

11573/1687679 - 2023 - Neural Graphs: An Effective Solution for the Resource Allocation in NFV Sites interconnected by Elastic Optical Networks
Eramo, V.; Lavacca, F. G.; Valente, F.; Filippetti, V.; Rosato, A.; Verdone, A.; Panella, M. - 04b Atto di convegno in volume
conference: 23rd International Conference on Transparent Optical Networks, ICTON 2023 (rou)
book: International Conference on Transparent Optical Networks - (979-8-3503-0303-2)

11573/1673667 - 2023 - Perceptron theory can predict the accuracy of neural networks
Kleyko, Denis; Rosato, Antonello; Frady, Edward Paxon; Panella, Massimo; Sommer, Friedrich T. - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (Piscataway, NJ : Institute of Electrical and Electronics Engineeers) pp. 1-15 - issn: 2162-237X - wos: WOS:000935660500001 (2) - scopus: (0)

11573/1686169 - 2023 - Systematic review of energy theft practices and autonomous detection through artificial intelligence methods
Stracqualursi, E.; Rosato, A.; Di Lorenzo, G.; Panella, M.; Araneo, R. - 01a Articolo in rivista
paper: RENEWABLE & SUSTAINABLE ENERGY REVIEWS (Kidlington, Oxford, United Kingdom: Elsevier Science Limited) pp. 1-19 - issn: 1364-0321 - wos: WOS:001050800900001 (0) - scopus: 2-s2.0-85165975999 (2)

11573/1689441 - 2023 - An adaptive embedding procedure for time series forecasting with deep neural networks
Succetti, F.; Rosato, A.; Panella, M. - 01a Articolo in rivista
paper: NEURAL NETWORKS (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. 715-729 - issn: 0893-6080 - wos: WOS:001122445000001 (1) - scopus: 2-s2.0-85171621847 (1)

11573/1664072 - 2023 - Challenges and perspectives of smart grid systems in islands. A real case study
Succetti, Federico; Rosato, Antonello; Araneo, Rodolfo; Lorenzo, Gianfranco Di; Panella, Massimo - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. - - issn: 1996-1073 - wos: WOS:000915038300001 (2) - scopus: 2-s2.0-85146550846 (4)

11573/1664101 - 2022 - All-optical logic gates based on semiconductor optical amplifiers for implementing deep recurrent neural networks
Alam, B.; Ceschini, A.; Rosato, A.; Panella, M.; Asquini, R. - 04d Abstract in atti di convegno
conference: 53.ma Riunione Annuale dell’Associazione Società Italiana di Elettronica (SIE) (Pizzo (VV), Italia)
book: Atti della 53.ma Riunione Annuale dell’Associazione Società Italiana di Elettronica (SIE) - ()

11573/1655649 - 2022 - All-optical and logic gate based on semiconductor optical amplifiers for implementing deep recurrent neural networks
Alam, Badrul; Ceschini, Andrea; Rosato, Antonello; Panella, Massimo; Asquini, Rita - 04b Atto di convegno in volume
conference: International Conference on Numerical Simulation of Optoelectronic Devices (NUSOD) (Torino (ITA))
book: 2022 International Conference on Numerical Simulation of Optoelectronic Devices (NUSOD) - (978-1-6654-7898-4; 978-1-6654-7899-1)

11573/1651118 - 2022 - Distributed LSTM-based cloud resource allocation in network function virtualization architectures
Catena, T.; Eramo, V.; Panella, M.; Rosato, A. - 01a Articolo in rivista
paper: COMPUTER NETWORKS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 1-12 - issn: 1389-1286 - wos: WOS:000881502600010 (3) - scopus: 2-s2.0-85133744171 (9)

11573/1658031 - 2022 - Hybrid Quantum-Classical Recurrent Neural Networks for Time Series Prediction
Ceschini, A.; Rosato, A.; Panella, M. - 04b Atto di convegno in volume
conference: 2022 International Joint Conference on Neural Networks, IJCNN 2022 (Padova, Italy)
book: Proceedings of the International Joint Conference on Neural Networks - (978-1-7281-8671-9)

11573/1655500 - 2022 - Multivariate time series analysis for electrical power theft detection in the distribution grid
Ceschini, A.; Rosato, A.; Succetti, F.; Araneo, R.; Panella, M. - 04b Atto di convegno in volume
conference: 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022 (Prague; Czech Republic)
book: 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022 - (978-1-6654-8537-1)

11573/1584748 - 2022 - Design of an LSTM cell on a quantum hardware
Ceschini, Andrea; Rosato, Antonello; Panella, Massimo - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS (Piscataway, NJ : Institute of Electrical and Electronics Engineers, c2004-) pp. 1822-1826 - issn: 1549-7747 - wos: WOS:000770045800235 (3) - scopus: 2-s2.0-85127912184 (5)

11573/1655501 - 2022 - A price-aware dynamic decision system in energy communities
Di Luzio, F.; Succetti, F.; Rosato, A.; Araneo, R.; Panella, M. - 04b Atto di convegno in volume
conference: 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022 (Prague; Czech Republic)
book: 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022 - (978-1-6654-8537-1)

11573/1683484 - 2022 - Detection of Autism Spectrum Disorder by a Fast Deep Neural Network
Di Luzio, Francesco; Colonnese, Federica; Rosato, Antonello; Panella, Massimo - 04b Atto di convegno in volume
conference: International Conference on Applied Intelligence and Informatics - All 2022 (Reggio Calabria, Italy)
book: AII 2022: Applied Intelligence and Informatics - (978-3-031-24801-6; 978-3-031-24800-9)

11573/1574833 - 2022 - Deep learning-based structural health monitoring for damage detection on a large space antenna
Iannelli, P.; Angeletti, F.; Gasbarri, P.; Panella, M.; Rosato, A. - 01a Articolo in rivista
paper: ACTA ASTRONAUTICA (Elmsford N.Y.: Pergamon Press) pp. 635-643 - issn: 0094-5765 - wos: WOS:000772023900054 (12) - scopus: 2-s2.0-85112500873 (18)

11573/1658032 - 2022 - Few-shot Federated Learning in Randomized Neural Networks via Hyperdimensional Computing
Rosato, A.; Panella, M.; Osipov, E.; Kleyko, D. - 04b Atto di convegno in volume
conference: 2022 International Joint Conference on Neural Networks, IJCNN 2022 (Padova, Italy)
book: Proceedings of the International Joint Conference on Neural Networks - (978-1-7281-8671-9)

11573/1657000 - 2022 - A Fast Deep Learning Technique for Wi-Fi-Based Human Activity Recognition
Succetti, F.; Rosato, A.; Di Luzio, F.; Ceschini, A.; Panella, M. - 01a Articolo in rivista
paper: ELECTROMAGNETIC WAVES (EMW Publishing:PO Box 425517:Cambridge, MA 02142:(617)354-9597, INTERNET: http://www.emwave.com, Fax: (617)547-3137) pp. 127-141 - issn: 1070-4698 - wos: WOS:000824736600001 (7) - scopus: 2-s2.0-85134012948 (9)

11573/1675677 - 2022 - Nonexclusive classification of household appliances by fuzzy deep neural networks
Succetti, F.; Rosato, A.; Panella, M. - 02a Capitolo o Articolo
book: Applied Intelligence and Informatics - (978-3-031-24801-6)

11573/1461000 - 2021 - A parallel hardware implementation for 2-D hierarchical clustering based on fuzzy logic
Cardarilli, G. C.; Nunzio, L. D.; Fazzolari, R.; Panella, M.; Re, M.; Rosato, A.; Spano, S. - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS (Piscataway, NJ : Institute of Electrical and Electronics Engineers, c2004-) pp. 1428-1432 - issn: 1549-7747 - wos: WOS:000634501300074 (3) - scopus: 2-s2.0-85106986497 (14)

11573/1630054 - 2021 - Deep Neural Networks for Electric Energy Theft and Anomaly Detection in the Distribution Grid
Ceschini, A.; Rosato, A.; Succetti, F.; Di Luzio, F.; Mitolo, M.; Araneo, R.; Panella, M. - 04b Atto di convegno in volume
conference: 21st IEEE International Conference on Environment and Electrical Engineering and 2021 5th IEEE Industrial and Commercial Power System Europe, EEEIC / I and CPS Europe 2021 (Bari; Italy)
book: 21st IEEE International Conference on Environment and Electrical Engineering and 2021 5th IEEE Industrial and Commercial Power System Europe, EEEIC / I and CPS Europe 2021 - Proceedings - (978-1-6654-3613-7)

11573/1580314 - 2021 - A blockwise embedding for multi-day-ahead prediction of energy time series by randomized deep neural networks
Di Luzio, F.; Rosato, A.; Succetti, F.; Panella, M. - 04b Atto di convegno in volume
conference: 2021 International Joint Conference on Neural Networks, IJCNN 2021 (Shenzhen; China - Virtual)
book: Proceedings of the International Joint Conference on Neural Networks - (978-0-7381-3366-9)

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)

11573/1580318 - 2021 - Hyperdimensional computing for efficient distributed classification with randomized neural networks
Rosato, A.; Panella, M.; Kleyko, D. - 04b Atto di convegno in volume
conference: 2021 International Joint Conference on Neural Networks, IJCNN 2021 (Shenzhen; China - Virtual)
book: Proceedings of the International Joint Conference on Neural Networks - (978-0-7381-3366-9)

11573/1541789 - 2021 - 2-D convolutional deep neural network for the multivariate prediction of photovoltaic time series
Rosato, Antonello; Araneo, Rodolfo; Andreotti, Amedeo; Succetti, Federico; Panella, Massimo - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 1-18 - issn: 1996-1073 - wos: WOS:000650198900001 (7) - scopus: 2-s2.0-85106414295 (10)

11573/1541782 - 2021 - Two-stage dynamic management in energy communities using a decision system based on elastic net regularization
Rosato, Antonello; Panella, Massimo; Andreotti, Amedeo; Mohammed, Osama A.; Araneo, Rodolfo - 01a Articolo in rivista
paper: APPLIED ENERGY (Oxford, United Kingdom: Elsevier Applied Science -London: Applied Science Publishers, 1975-.) pp. 1-12 - issn: 0306-2619 - wos: WOS:000640380200002 (21) - scopus: 2-s2.0-85109500091 (23)

11573/1566163 - 2021 - On effects of compression with hyperdimensional computing in distributed randomized neural networks
Rosato, Antonello; Panella, Massimo; Osipov, Evgeny; Kleyko, Denis - 02a Capitolo o Articolo
book: Advances in Computational Intelligence (LNCS 12862) - (978-3-030-85098-2; 978-3-030-85099-9)

11573/1630052 - 2021 - Multivariate Prediction of Energy Time Series by Autoencoded LSTM Networks
Succetti, F.; Di Luzio, F.; Ceschini, A.; Rosato, A.; Araneo, R.; Panella, M. - 04b Atto di convegno in volume
conference: 21st IEEE International Conference on Environment and Electrical Engineering and 2021 5th IEEE Industrial and Commercial Power System Europe, EEEIC / I and CPS Europe 2021 (Bari; Italy)
book: 21st IEEE International Conference on Environment and Electrical Engineering and 2021 5th IEEE Industrial and Commercial Power System Europe, EEEIC / I and CPS Europe 2021 - Proceedings - (978-1-6654-3613-7)

11573/1566169 - 2021 - Time series prediction with autoencoding LSTM networks
Succetti, Federico; Ceschini, Andrea; Di Luzio, Francesco; Rosato, Antonello; Panella, Massimo - 04b Atto di convegno in volume
conference: 6th International Work-Conference on Artificial Neural Networks, IWANN 2021 (Virtual, Online)
book: Lecture Notes in Computer Science - (978-3-030-85098-2; 978-3-030-85099-9)

11573/1461015 - 2020 - An energy-aware hardware implementation of 2D hierarchical clustering
Cardarilli, G. C.; Fazzolari, R.; Matta, M.; Panella, M.; Rosato, A.; Spano, S. - 04b Atto di convegno in volume
conference: 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2020 (Madrid; Spain)
book: Proceedings - 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2020 - (978-1-7281-7455-6)

11573/1466603 - 2020 - A review of the enabling methodologies for knowledge discovery from smart grids data
De Caro, Fabrizio; Andreotti, Amedeo; Araneo, Rodolfo; Panella, Massimo; Rosato, Antonello; Vaccaro, Alfredo; Villacci, Domenico - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 1-25 - issn: 1996-1073 - wos: WOS:000602800800001 (5) - scopus: 2-s2.0-85100465588 (4)

11573/1512020 - 2020 - Deep Learning for local damage identification in large space structures via sensor-measured time responses
Iannelli, P.; Angeletti, F.; Gasbarri, P.; Panella, M.; Rosato, A. - 04b Atto di convegno in volume
conference: 71st International Astronautical Congress, IAC 2020 (Virtual Conference On Line)
book: Proceedings of the International Astronautical Congress, IAC - ()

11573/1461037 - 2020 - Prediction of photovoltaic time series by recurrent neural networks and genetic embedding
Rosato, A.; Araneo, R.; Panella, M. - 04b Atto di convegno in volume
conference: 2020 IEEE Congress on evolutionary computation, CEC 2020. Conference Proceedings (Glasgow (virtual); U.K.)
book: 2020 IEEE Congress on evolutionary computation, CEC 2020. Conference Proceedings - (978-1-7281-6929-3)

11573/1461035 - 2020 - Time series prediction using random weights fuzzy neural networks
Rosato, A.; Panella, M. - 04b Atto di convegno in volume
conference: 2020 IEEE International Conference on Fuzzy Systems, FUZZ 2020 (Glasgow; U.K. (virtual))
book: IEEE International Conference on Fuzzy Systems - (978-1-7281-6932-3)

11573/1441345 - 2020 - A combined deep learning approach for time series prediction in energy environments
Rosato, A.; Succetti, F.; Araneo, R.; Andreotti, A.; Mitolo, M.; Panella, M. - 04b Atto di convegno in volume
conference: 56th IEEE/IAS Industrial and Commercial Power Systems Technical Conference, I and CPS 2020 (Las Vegas (virtual), U.S.A.)
book: Conference Record - Industrial and Commercial Power Systems Technical Conference - (978-1-7281-7195-1)

11573/1461039 - 2020 - ADMM consensus for deep LSTM networks
Rosato, A.; Succetti, F.; Barbirotta, M.; Panella, M. - 04b Atto di convegno in volume
conference: 2020 International Joint Conference on Neural Networks, IJCNN 2020 (Glasgow (virtual), U.K.)
book: Proceedings of the International Joint Conference on Neural Networks - (978-1-7281-6926-2)

11573/1441339 - 2020 - Multidimensional feeding of LSTM networks for multivariate prediction of energy time series
Succetti, F.; Rosato, A.; Araneo, R.; Panella, M. - 04b Atto di convegno in volume
conference: 2020 IEEE International conference on environment and electrical engineering and 2020 IEEE Industrial and Commercial Power Systems Europe, EEEIC, I and CPS Europe 2020 (Madrid (virtual); Spain)
book: 2020 IEEE International conference on environment and electrical engineering and 2020 IEEE Industrial and Commercial Power Systems Europe, EEEIC, I and CPS Europe 2020 - (978-1-7281-7455-6)

11573/1464797 - 2020 - Deep Neural Networks for Multivariate Prediction of Photovoltaic Power Time Series
Succetti, Federico; Rosato, Antonello; Araneo, Rodolfo; Panella, Massimo - 01a Articolo in rivista
paper: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 211490-211505 - issn: 2169-3536 - wos: WOS:000596357600001 (22) - scopus: 2-s2.0-85096859773 (28)

11573/1405633 - 2019 - Multivariate prediction of PM10 concentration by LSTM neural networks
Di Antonio, L.; Rosato, A.; Colaiuda, V.; Lombardi, A.; Tomassetti, B.; Panella, M. - 04b Atto di convegno in volume
conference: 2019 Photonics and Electromagnetics Research Symposium - Fall, PIERS - Fall 2019 (Xiamen, Cina)
book: 2019 Photonics and Electromagnetics Research Symposium - Fall, PIERS - Fall 2019 - Proceedings - (978-1-7281-5304-9)

11573/1310846 - 2019 - A training procedure for quantum random vector functional-link networks
Panella, M.; Rosato, A. - 04b Atto di convegno in volume
conference: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 (Brighton, U.K.)
book: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-4799-8131-1)

11573/1310787 - 2019 - RETI NEURALI QUANTISTICHE RANDOM VECTOR FUNCTIONAL-LINK
Panella, Massimo; Rosato, Antonello - 04d Abstract in atti di convegno
conference: XXXV Riunione Annuale dei Ricercatori di Elettrotecnica (Viterbo, Italia)
book: Memorie ET2019 - ()

11573/1310850 - 2019 - 2-D convolutional deep neural network for multivariate energy time series prediction
Rosato, A.; Araneo, R.; Andreotti, A.; Panella, M. - 04b Atto di convegno in volume
conference: 19th IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2019 (Genova, Italia)
book: Proceedings - 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2019 - (978-1-7281-0653-3; 978-172810652-6)

11573/1310853 - 2019 - Predictive analysis of photovoltaic power generation using deep learning
Rosato, A.; Araneo, R.; Andreotti, A.; Panella, M. - 04b Atto di convegno in volume
conference: 19th IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2019 (Genova, Italia)
book: Proceedings - 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2019 - (978-1-7281-0653-3; 978-172810652-6)

11573/1405604 - 2019 - Decentralized prediction of electrical time series in smart grids using long short-term memory neural networks
Rosato, A.; Araneo, R.; Panella, M. - 04b Atto di convegno in volume
conference: PhotonIcs and Electromagnetics Research Symposium - Spring, PIERS-Spring 2019 (Rome; Italy)
book: Progress in Electromagnetics Research Symposium - (978-1-7281-3403-1)

11573/1405639 - 2019 - Multivariate prediction in photovoltaic power plants by a stacked deep neural network
Rosato, A.; Araneo, R.; Panella, M. - 04b Atto di convegno in volume
conference: 2019 Photonics and Electromagnetics Research Symposium - Fall, PIERS - Fall 2019 (Xiamen, Cina)
book: 2019 Photonics and Electromagnetics Research Symposium - Fall, PIERS - Fall 2019 - Proceedings - (978-1-7281-5304-9)

11573/1310794 - 2019 - DEEP LEARNING PER IL CONTROLLO PREDITTIVO NELLA GESTIONE DELLE RISORSE ENERGETICHE DISTRIBUITE
Rosato, Antonello; Araneo, Rodolfo; Panella, Massimo - 04d Abstract in atti di convegno
conference: XXXV Riunione Annuale dei Ricercatori di Elettrotecnica (Viterbo, Italia)
book: Memorie ET2019 - ()

11573/1184081 - 2019 - A distributed algorithm for the cooperative prediction of power production in PV plants
Rosato, Antonello; Panella, Massimo; Araneo, Rodolfo - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON ENERGY CONVERSION (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. 497-508 - issn: 0885-8969 - wos: WOS:000460332600049 (32) - scopus: 2-s2.0-85054363259 (41)

11573/1310759 - 2019 - A neural network based prediction system of distributed generation for the management of microgrids
Rosato, Antonello; Panella, Massimo; Araneo, Rodolfo; Andreotti, Amedeo - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS (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. 7092-7102 - issn: 0093-9994 - wos: WOS:000504767900011 (53) - scopus: 2-s2.0-85070797008 (67)

11573/1405592 - 2019 - A fuzzy neural network approach to quality assessment of water reservoirs
Silva, H. A. N.; Rosato, A.; Panella, M. - 04b Atto di convegno in volume
conference: 2019 PhotonIcs and Electromagnetics Research Symposium - Spring, PIERS-Spring 2019 (Roma, Italia)
book: Progress in Electromagnetics Research Symposium - (978-1-7281-3403-1)

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)

11573/1184239 - 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)

11573/1184295 - 2017 - Retrieving chlorophyll-a levels, transparency and tss concentration from multispectral satellite data by using artificial neural networks
Nascimento Silva, H. A.; Laneve, G.; Rosato, A.; Panella, M. - 04b Atto di convegno in volume
conference: 2017 Progress In Electromagnetics Research Symposium - Fall, PIERS - FALL 2017 (Singapore)
book: Progress in Electromagnetics Research Symposium - (9781538612118)

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)

11573/913987 - 2016 - Distributed learning of random weights fuzzy neural networks
Fierimonte, Roberto; Barbato, Marco; Rosato, Antonello; Panella, Massimo - 04b Atto di convegno in volume
conference: IEEE International Conference on Fuzzy Systems (Vancouver, Canada)
book: Proceedings of the IEEE International Conference on Fuzzy Systems - (978-1-5090-0626-7; 978-1-5090-0625-0)

11573/907277 - 2016 - MACHINE LEARNING PER L’ANALISI AMBIENTALE
Proietti, Andrea; Rosato, Antonello; Nascimento Silva, H. A.; Panella, Massimo - 04d Abstract in atti di convegno
conference: XXXII Riunione Annuale dei Ricercatori di Elettrotecnica (Palermo, Italia)
book: Memorie ET2016 - ()

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)

11573/618635 - 2014 - Correspondence matching based on higher order statistics for Multi-view plus depth video sequences
Colonnese, Stefania; Oliveira, P.; Rosato, A.; Ungaro, L.; Beghdadi, A.; Biagi, Mauro; Scarano, Gaetano - 04b Atto di convegno in volume
conference: 5th European Workshop on Visual Information Processing (Paris, France)
book: 5th European Workshop on Visual Information Processing - ()

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