Maria Gabriella Xibilia

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 38

Top Topics

Regression Model

Fractional Order

Industrial Process

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Luca Patanè, Francesca Sapuppo, Maria Gabriella Xibilia, Giuseppe Napoli
A comprehensive data analysis for aggregate capacity forecasting in Vehicle-to-Grid applications. ICCAD (2024)
Marco Calapristi, Luca Patanè, Francesca Sapuppo, Maria Gabriella Xibilia
Interpretability analysis of Symbolic Regression models for dynamical systems. ICCAD (2024)
Salvatore Graziani, Maria Gabriella Xibilia
Variable Time Delay Estimation for a Debutanizer Column Using Multiple Correlation Analysis. I2MTC (2024)
Grazia Veronica Aiosa, Maurizio Palesi, Francesca Sapuppo, Maria Gabriella Xibilia
Explainable AI-Based Clinical Decision Support System for Obesity Comorbidity Analysis. e-Science (2023)
Salvatore Graziani, Luca Patanè, Maria Gabriella Xibilia
Estimating Finite-Time Delay in Dynamical Soft Sensors for Industrial Processes: Robustness to Noise. MetroXRAINE (2023)
Salvatore Graziani, Maria Gabriella Xibilia
Multiple Correlation Analysis for Finite-Time Delay Estimation for Soft Sensor Design in the Presence of Noise. IEEE Trans. Instrum. Meas. 72 (2023)
Luca Patanè, Francesca Sapuppo, Giuseppa Scipilliti, Maria Gabriella Xibilia
Model-Agnostic Soft Sensor Interpretability. MetroXRAINE (2023)
Elisa Castro, Rosaria Ester Musumeci, Maria Gabriella Xibilia, Enrico Foti, Claudio Iuppa, Luca Cavallaro, Luca Patanè
Calibration of a Clustering Algorithm to Improve the Nearshore Wave Prediction System. MetroXRAINE (2023)
Salvatore Graziani, Maria Gabriella Xibilia
Finite time-delay estimation for soft sensors modelling Hammerstein-Wiener structures. I2MTC (2023)
Francesco Curreri, Luca Patané, Maria Gabriella Xibilia
Application of data distribution metrics for soft sensors in industrial scenarios. MetroXRAINE (2022)
Salvatore Graziani, Maria Gabriella Xibilia
Multiple correlation analysis for finite-time delay estimation in Soft Sensors design. I2MTC (2022)
Salvatore Graziani, Luca Patanè, Maria Gabriella Xibilia
Estimating finite-time delay in dynamical soft sensors: an industrial case of study. MetroXRAINE (2022)
Loubna Belhamel, Arturo Buscarino, Luigi Fortuna, Maria Gabriella Xibilia
Delay Independent Stability Control for Commensurate Multiple Time-Delay Systems. IEEE Control. Syst. Lett. 5 (4) (2021)
Francesco Curreri, Luca Patanè, Maria Gabriella Xibilia
RNN- and LSTM-Based Soft Sensors Transferability for an Industrial Process. Sensors 21 (3) (2021)
Salvatore Graziani, Maria Gabriella Xibilia
On the use of correlation analysis in the estimation of finite-time delay in Soft Sensors design. I2MTC (2021)
Luca Patanè, Maria Gabriella Xibilia
Echo-state networks for soft sensor design in an SRU process. Inf. Sci. 566 (2021)
Salvatore Graziani, Maria Gabriella Xibilia
Innovative Topologies and Algorithms for Neural Networks. Future Internet 12 (7) (2020)
Francesco Curreri, Salvatore Graziani, Maria Gabriella Xibilia
Input selection methods for data-driven Soft sensors design: Application to an industrial process. Inf. Sci. 537 (2020)
Francesco Curreri, Giacomo Fiumara, Maria Gabriella Xibilia
Input Selection Methods for Soft Sensor Design: A Survey. Future Internet 12 (6) (2020)
Salvatore Graziani, Maria Gabriella Xibilia
Improving Soft Sensors performance in the presence of small datasets by data selection. I2MTC (2020)
Islem Bejaoui, Dario Bruneo, Maria Gabriella Xibilia
A Data-Driven Prognostics Technique and RUL Prediction of Rotating Machines Using an Exponential Degradation Model. CoDIT (2020)
Maria Gabriella Xibilia, Mariangela Latino, Zlatica Marinkovic, Aleksandar Atanaskovic, Nicola Donato
Soft Sensors Based on Deep Neural Networks for Applications in Security and Safety. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Bruno Andò, Salvatore Graziani, Maria Gabriella Xibilia
Low-order Nonlinear Finite-Impulse Response Soft Sensors for Ionic Electroactive Actuators Based on Deep Learning. IEEE Trans. Instrum. Meas. 68 (5) (2019)
Arturo Buscarino, Riccardo Caponetto, Emanuele Murgano, Maria Gabriella Xibilia
Carbon Black Based Fractional Order Element: Wien oscillator implementation. CoDIT (2019)
Salvatore Graziani, Maria Gabriella Xibilia
Design of a Soft Sensor for an Industrial Plant with Unknown Delay by Using Deep Learning. I2MTC (2019)
Riccardo Caponetto, José António Tenreiro Machado, Emanuele Murgano, Maria Gabriella Xibilia
Model Order Reduction: A Comparison between Integer and Non-Integer Order Systems Approaches. Entropy 21 (9) (2019)
Loubna Belhamel, Maria Gabriella Xibilia
Graphical Method for the Stability Analysis of Commensurate Multiple Time Delay Imperfect Systems. SMC (2019)
Bruno Andò, Salvatore Graziani, Maria Gabriella Xibilia
A soft sensor for the estimation of ionic electroactive actuator motion based on deep learning. I2MTC (2018)
Salvatore Graziani, Maria Gabriella Xibilia
Deep Structures for a Reformer Unit Soft Sensor. INDIN (2018)
Maria Laura Apicella, Arturo Buscarino, Claudia Corradino, Luigi Fortuna, Giuseppe Mazzitelli, Maria Gabriella Xibilia
Temperature Model Identification of FTU Liquid Lithium Limiter. IEEE Trans. Control. Syst. Technol. 26 (3) (2018)
Maria Gabriella Xibilia, N. Gemelli, G. Consolo
Input variables selection criteria for data-driven Soft Sensors design. ICNSC (2017)
Riccardo Caponetto, Maria Gabriella Xibilia
Fractional order PI control of a gimbal platform. ECCTD (2017)
Salvatore Graziani, Maria Gabriella Xibilia
A deep learning based soft sensor for a sour water stripping plant. I2MTC (2017)
Arturo Buscarino, Luigi Fortuna, Mattia Frasca, Maria Gabriella Xibilia
Continuous time LTI systems under lossless positive real transformations: open-loop balanced representation and truncated reduced-order models. Int. J. Control 90 (7) (2017)
Arturo Buscarino, Luigi Fortuna, Mattia Frasca, Maria Gabriella Xibilia
Positive-real systems under lossless transformations: Invariants and reduced order models. J. Frankl. Inst. 354 (11) (2017)
Zlatica Marinkovic, Aleksandar Atanaskovic, Maria Gabriella Xibilia, Calogero Pace, Mariangela Latino, Nicola Donato
A neural network approach for safety monitoring applications. SAS (2016)
Arturo Buscarino, Luigi Fortuna, Mattia Frasca, Maria Gabriella Xibilia
norm under lossless positive real transformations. J. Frankl. Inst. 353 (9) (2016)
Arturo Buscarino, Claudia Corradino, Luigi Fortuna, Maria Laura Apicella, Giuseppe Mazzitelli, Maria Gabriella Xibilia
Temperature model identification on FTU liquid lithium limiter. IECON (2016)
Arturo Buscarino, Carlo Famoso, Luigi Fortuna, Mattia Frasca, Maria Gabriella Xibilia
Complexity in forest fires: From simple experiments to nonlinear networked models. Commun. Nonlinear Sci. Numer. Simul. 22 (Issues) (2015)
Giovanni Muscato, Maria Gabriella Xibilia
Evolutionary computation for model order reduction with Parametric Generalised SPA. CDC (2013)
Salvatore Graziani, Elena Umana, Maria Gabriella Xibilia, Viviana De Luca
Multi-input identification of IP2C actuators. I2MTC (2013)
Luigi Fortuna, Mattia Frasca, Maria Gabriella Xibilia
A class of generalized orthonormal functions. ECCTD (2013)
Arturo Buscarino, Luigi Fortuna, Mattia Frasca, Angelo Lamia, Maria Gabriella Xibilia
Cellular Nonlinear Networks to Analyze the Complexity of Foggy Paintings. Complex Syst. 21 (2) (2012)
Arturo Buscarino, Luigi Fortuna, Mattia Frasca, Maria Gabriella Xibilia
An analytical approach to one-parameter MIMO systems passivity enforcement. Int. J. Control 85 (9) (2012)
Giuseppe Napoli, Maria Gabriella Xibilia
Soft Sensor design for a Topping process in the case of small datasets. Comput. Chem. Eng. 35 (11) (2011)
Luigi Fortuna, Salvatore Graziani, Maria Gabriella Xibilia
Comparison of Soft-Sensor Design Methods for Industrial Plants Using Small Data Sets. IEEE Trans. Instrum. Meas. 58 (8) (2009)
Paola Brunetto, Salvatore Graziani, Salvatore Strazzeri, Maria Gabriella Xibilia
A small scale viscometer based on IPMCs. ICONS (2009)
Riccardo Caponetto, Giovanni Dongola, Antonio Gallo, Maria Gabriella Xibilia
FPGA based soft sensor for the estimation of the kerosene freezing point. SIES (2009)
Maide Bucolo, Arturo Buscarino, Luigi Fortuna, Mattia Frasca, Maria Gabriella Xibilia
From Dynamical Emerging Patterns to Patterns in Visual Art. Int. J. Bifurc. Chaos 18 (1) (2008)
Luigi Fortuna, Pietro Giannone, Salvatore Graziani, Maria Gabriella Xibilia
Virtual Instruments Based on Stacked Neural Networks to Improve Product Quality Monitoring in a Refinery. IEEE Trans. Instrum. Meas. 56 (1) (2007)
Luigi Fortuna, Salvatore Graziani, Maria Gabriella Xibilia
Cross correlation analysis of residuals for the selection of the structure of virtual sensors in a refinery. ETFA (2005)
Riccardo Caponetto, Luigi Fortuna, Luigi G. Occhipinti, Maria Gabriella Xibilia
SC-CNNs for Chaotic Signal Applications in Secure Communication Systems. Int. J. Neural Syst. 13 (6) (2003)
Riccardo Caponetto, Luigi Fortuna, Stefano Fazzino, Maria Gabriella Xibilia
Chaotic sequences to improve the performance of evolutionary algorithms. IEEE Trans. Evol. Comput. 7 (3) (2003)
Luigi Fortuna, Alessandro Rizzo, Maria Gabriella Xibilia
Modeling Complex Dynamics via Extended PWL-Based CNNs. Int. J. Bifurc. Chaos 13 (11) (2003)
Alessandro Rizzo, Maria Gabriella Xibilia
An innovative intelligent system for sensor validation in tokamak machines. IEEE Trans. Control. Syst. Technol. 10 (3) (2002)
A. Fichera, Giovanni Muscato, Angelo Pagano, Maria Gabriella Xibilia
A neural controller for a natural circulation loop. ECC (2001)
Maide Bucolo, Luigi Fortuna, Mattia Frasca, Maria Gabriella Xibilia
A generalized Chua Cell for Realizing any continuous n-Segment piecewise-Linear Function. Int. J. Bifurc. Chaos 11 (9) (2001)
Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia
A comparison between HMLP and HRBF for attitude control. IEEE Trans. Neural Networks 12 (2) (2001)
Riccardo Caponetto, Luigi Fortuna, Giuseppe Nunnari, Luigi G. Occhipinti, Maria Gabriella Xibilia
Soft computing for greenhouse climate control. IEEE Trans. Fuzzy Syst. 8 (6) (2000)
Paolo Arena, Luigi Fortuna, Alessandro Rizzo, Maria Gabriella Xibilia
Extending the CNN paradigm to approximate chaotic systems with multivariable nonlinearities. ISCAS (2000)
A. Fichera, Giovanni Muscato, Maria Gabriella Xibilia, Angelo Pagano
Modeling Unstable Behavior of a Natural Circulation Loop with a Neural Network. IJCNN (1) (2000)
Luigi Fortuna, V. Marchese, Alessandro Rizzo, Maria Gabriella Xibilia
A neural networks based system for post pulse fault detection and disruption data validation in tokamak machines. ISCAS (5) (1999)
Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia
Attitude Feedforward Neural Controller in Quaternion Algebra. Intell. Autom. Soft Comput. 5 (3) (1999)
C. Bozzanca, S. Licitra, Luigi Fortuna, Maria Gabriella Xibilia
Neural Networks for Benzene Percentage Monitoring in Distillation Columns. IIA/SOCO (1999)
Paolo Arena, Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia
Multilayer Perceptrons to Approximate Quaternion Valued Functions. Neural Networks 10 (2) (1997)
Paolo Arena, Luigi Fortuna, R. Re, Maria Gabriella Xibilia
Multilayer perceptrons to approximate complex valued functions. Int. J. Neural Syst. 6 (4) (1995)
Paolo Arena, Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia
Fast Learning by Weight Estimation in Complex Valued MLPs. ISCAS (1995)
Paolo Arena, Luigi Fortuna, Maria Gabriella Xibilia
Predicting Complex Chaotic Time Series via Complex Valued MLPs. ISCAS (1994)
Paolo Arena, Luigi Fortuna, Luigi G. Occhipinti, Maria Gabriella Xibilia
Neural Networks for Quaternion-valued Function Approximation. ISCAS (1994)
Riccardo Caponetto, Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia
Genetic Algorithms for Controller Order Reduction. International Conference on Evolutionary Computation (1994)
Paolo Arena, Luigi Fortuna, R. Re, Maria Gabriella Xibilia
On the capability of neural networks with complex neurons in complex valued functions approximation. ISCAS (1993)