Search Results - "Fanni, Alessandra"

A Closed Form Selected Mapping Algorithm for PAPR Reduction in OFDM Multicarrier Transmission by Carcangiu, Sara, Fanni, Alessandra, Montisci, Augusto

“…Nowadays, the demand for communication multi-carriers’ channels, where the sub-channels are made mutually independent by using orthogonal frequency division…”
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A self-organised partition of the high dimensional plasma parameter space for plasma disruption prediction by Aymerich, Enrico, Fanni, Alessandra, Pisano, Fabio, Sias, Giuliana, Cannas, Barbara

“…This paper introduces a disruption predictor constructed through a fully unsupervised two-dimensional mapping of the high-dimensional JET operational space…”
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Optimization of a Power Line Communication System to Manage Electric Vehicle Charging Stations in a Smart Grid by Carcangiu, Sara, Fanni, Alessandra, Montisci, Augusto

“…In this paper, a procedure is proposed to design a power line communication (PLC) system to perform the digital transmission in a distributed energy storage…”
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Selection of Features Based on Electric Power Quantities for Non-Intrusive Load Monitoring by Cannas, Barbara, Carcangiu, Sara, Carta, Daniele, Fanni, Alessandra, Muscas, Carlo

“…Non-intrusive load monitoring (NILM) is a process of determining the operating states and the energy consumption of single electric devices using a single…”
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Application of self-organizing map to identify nocturnal epileptic seizures by Pisano, Barbara, Teixeira, César Alexandre, Dourado, António, Fanni, Alessandra

“…An approach to find the best patient-specific seizure detection system for nocturnal frontal lobe epilepsy (NFLE) is proposed. Data of several patients…”
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Performance Comparison of Machine Learning Disruption Predictors at JET by Aymerich, Enrico, Cannas, Barbara, Pisano, Fabio, Sias, Giuliana, Sozzi, Carlo, Stuart, Chris, Carvalho, Pedro, Fanni, Alessandra

“…Reliable disruption prediction (DP) and disruption mitigation systems are considered unavoidable during international thermonuclear experimental reactor (ITER)…”
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Decision trees to evaluate the risk of developing multiple sclerosis by Pasella, Manuela, Pisano, Fabio, Cannas, Barbara, Fanni, Alessandra, Cocco, Eleonora, Frau, Jessica, Lai, Francesco, Mocci, Stefano, Littera, Roberto, Giglio, Sabrina Rita

“…Introduction: Multiple Sclerosis (MS) is a persistent neurological condition impacting the Central Nervous System (CNS). The precise cause of multiple…”
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Convolutional Neural Network for Seizure Detection of Nocturnal Frontal Lobe Epilepsy by Teixeira, Cesar A., Correia, António Dourado Pereira, Cannas, Barbara, Fanni, A., Sias, G., Pisano, Fabio, Pisano, Barbara

“…The Nocturnal Frontal Lobe Epilepsy (NFLE) is a form of epilepsy in which seizures occur predominantly during sleep. In other forms of epilepsy, the commonly…”
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A Real Time Bolometer Tomographic Reconstruction Algorithm in Nuclear Fusion Reactors by Montisci, Augusto, Carcangiu, Sara, Sias, Giuliana, Cannas, Barbara, Fanni, Alessandra

“…In tokamak nuclear fusion reactors, one of the main issues is to know the total emission of radiation, which is mandatory to understand the plasma physics and…”
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Decision trees for early prediction of inadequate immune response to coronavirus infections: a pilot study on COVID-19 by Pisano, Fabio, Cannas, Barbara, Fanni, Alessandra, Pasella, Manuela, Canetto, Beatrice, Giglio, Sabrina Rita, Mocci, Stefano, Chessa, Luchino, Perra, Andrea, Littera, Roberto

“…IntroductionFew artificial intelligence models exist to predict severe forms of COVID-19. Most rely on post-infection laboratory data, hindering early…”
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Electric capacitance tomography for nondestructive testing of standing trees by Carcangiu, Sara, Fanni, Alessandra, Montisci, Augusto

“…In this paper, an innovative Artificial Neural Network (ANN)‐based approach to solve the bi‐dimensional Electric Capacitance Tomography inverse problem is…”
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Data preprocessing for river flow forecasting using neural networks: Wavelet transforms and data partitioning by Cannas, Barbara, Fanni, Alessandra, See, Linda, Sias, Giuliana

“…The evaluation of surface water resources is a necessary input to solving water management problems. Neural network models have been trained to predict monthly…”
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Integrated design strategy for EU-DEMO first wall protection from plasma transients by Maviglia, Francesco, Bachmann, Christian, Federici, Gianfranco, Franke, Thomas, Siccinio, Mattia, Albanese, Raffaele, Ambrosino, Roberto, Arter, Wayne, Bonifetto, Roberto, Calabrò, Giuseppe, De Luca, Riccardo, Grazia, Luigi E. Di, Fable, Emiliano, Fanelli, Pierluigi, Fanni, Alessandra, Firdaouss, Mehdi, Gerardin, Jonathan, Lombroni, Riccardo, Mattei, Massimiliano, Moscheni, Matteo, Morris, William, Pautasso, Gabriella, Pestchanyi, Sergey, Ramogida, Giuseppe, Richiusa, Maria Lorena, Sias, Giuliana, Subba, Fabio, Villone, Fabio, You, Jeong-Ha, Vizvary, Zsolt

“…This work presents an overview of the integrated strategy developed, as part of the DEMO Key Design Integration Issue 1 (KDII1), to protect the EU-DEMO first…”
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Integrated design strategy for EU-DEMO first wall protection from plasma transients Fusion Engineering and Design 177 (2022) 113067 by Maviglia, Francesco, Bachmann, Christian, Federici, Gianfranco, Franke, Thomas, Siccinio, Mattia, Albanese, Raffaele, Ambrosino, Roberto, Arter, Wayne, Bonifetto, Roberto, Calabrò, Giuseppe, De Luca, Riccardo, Di Grazia, Luigi E., Fable, Emiliano, Fanelli, Pierluigi, Fanni, Alessandra, Firdaouss, Mehdi, Gerardin, Jonathan, Lombroni, Riccardo, Mattei, Massimiliano, Moscheni, Matteo, Morris, William, Pautasso, Gabriella, Pestchanyi, Sergey, Ramogida, Giuseppe, Richiusa, Maria Lorena, Sias, Giuliana, Subba, Fabio, Villone, Fabio, You, Jeong-Ha, Vizvary, Zsolt

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Geometrical synthesis of MLP neural networks by Delogu, Rita, Fanni, Alessandra, Montisci, Augusto

“…This paper presents a new constructive algorithm to design multilayer perceptron networks used as classifiers. The resulting networks are able to classify…”
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NILM techniques applied to a real-time monitoring system of the electricity consumption by Cannas, Barbara, Carcangiu, Sara, Carta, Daniele, Fanni, Alessandra, Muscas, Carlo, Sias, Giuliana, Canetto, Beatrice, Fresi, Luca, Porcu, Paolo

“…Non-Intrusive Load Monitoring (NILM) allows providing appliance-level electricity consumption information and decomposing the overall power consumption by…”
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Grid-Enabled Tabu Search for Electromagnetic Optimization Problems by Carcangiu, Sara, Fanni, Alessandra, Mereu, Anna, Montisci, Augusto

“…The use of Grid Computing to solve electromagnetic optimization problems by means of the Tabu Search strategy is proposed in this paper. In order to…”
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Recurrence Plots for Dynamic Analysis of Type-I ELMs at JET With a Carbon Wall by Cannas, Barbara, Fanni, Alessandra, Murari, Andrea, Pisano, Fabio

“…In this paper, the dynamic characteristics of type-I edge-localized modes (ELM) time series from the JET tokamak, the world's largest magnetic confinement…”
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Algebraic Approach to Ambiguity-Group Determination in Nonlinear Analog Circuits by Cannas, B., Fanni, A., Montisci, A.

“…In this paper, a symbolic procedure for ambiguity-group determination, based on the a priori identifiability concept, is proposed. The method starts from the…”
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Multiobjective Tabu Search Algorithms for Optimal Design of Electromagnetic Devices by Carcangiu, S., Fanni, A., Montisci, A.

“…In this paper, an original algorithm to solve multiobjective optimization problems, which makes use of the tabu search meta-heuristic, is presented…”
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