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2020 – today
- 2024
[c41]Tianhao Mou, Jinfeng Liu, Yuanyuan Zou, Shaoyuan Li, Maria Gabriella Xibilia:
Domain-adaptation with knowledge accumulation through parallel stacked autoencoders: methodology and application to sulfur recovery. ACC 2024: 644-649- [c40]Salvatore Graziani, Maria Gabriella Xibilia:
Variable Time Delay Estimation for a Debutanizer Column Using Multiple Correlation Analysis. I2MTC 2024: 1-5 - [c39]Marco Calapristi, Luca Patanè, Francesca Sapuppo, Maria Gabriella Xibilia:
Interpretability analysis of Symbolic Regression models for dynamical systems. ICCAD 2024: 1-6 - [c38]Luca Patanè, Francesca Sapuppo, Maria Gabriella Xibilia, Giuseppe Napoli:
A comprehensive data analysis for aggregate capacity forecasting in Vehicle-to-Grid applications. ICCAD 2024: 1-6 - 2023
- [j31]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: 1-9 (2023) - [c37]Grazia Veronica Aiosa, Maurizio Palesi, Francesca Sapuppo, Maria Gabriella Xibilia:
Explainable AI-Based Clinical Decision Support System for Obesity Comorbidity Analysis. e-Science 2023: 1-6 - [c36]Salvatore Graziani, Maria Gabriella Xibilia:
Finite time-delay estimation for soft sensors modelling Hammerstein-Wiener structures. I2MTC 2023: 1-5 - [c35]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: 1-6 - [c34]Salvatore Graziani, Luca Patanè, Maria Gabriella Xibilia:
Estimating Finite-Time Delay in Dynamical Soft Sensors for Industrial Processes: Robustness to Noise. MetroXRAINE 2023: 306-310 - [c33]Luca Patanè, Francesca Sapuppo, Giuseppa Scipilliti, Maria Gabriella Xibilia:
Model-Agnostic Soft Sensor Interpretability. MetroXRAINE 2023: 828-833 - 2022
- [c32]Salvatore Graziani, Maria Gabriella Xibilia:
Multiple correlation analysis for finite-time delay estimation in Soft Sensors design. I2MTC 2022: 1-6 - [c31]Salvatore Graziani, Luca Patanè, Maria Gabriella Xibilia:
Estimating finite-time delay in dynamical soft sensors: an industrial case of study. MetroXRAINE 2022: 597-601 - [c30]Francesco Curreri, Luca Patané, Maria Gabriella Xibilia:
Application of data distribution metrics for soft sensors in industrial scenarios. MetroXRAINE 2022: 602-607 - 2021
- [j30]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): 1249-1254 (2021) - [j29]Luca Patanè, Maria Gabriella Xibilia:
Echo-state networks for soft sensor design in an SRU process. Inf. Sci. 566: 195-214 (2021) - [j28]Francesco Curreri, Luca Patanè, Maria Gabriella Xibilia:
RNN- and LSTM-Based Soft Sensors Transferability for an Industrial Process. Sensors 21(3): 823 (2021) - [c29]Salvatore Graziani, Maria Gabriella Xibilia:
On the use of correlation analysis in the estimation of finite-time delay in Soft Sensors design. I2MTC 2021: 1-6 - 2020
- [j27]Francesco Curreri, Giacomo Fiumara, Maria Gabriella Xibilia:
Input Selection Methods for Soft Sensor Design: A Survey. Future Internet 12(6): 97 (2020) - [j26]Salvatore Graziani, Maria Gabriella Xibilia:
Innovative Topologies and Algorithms for Neural Networks. Future Internet 12(7): 117 (2020) - [j25]Francesco Curreri, Salvatore Graziani, Maria Gabriella Xibilia:
Input selection methods for data-driven Soft sensors design: Application to an industrial process. Inf. Sci. 537: 1-17 (2020) - [j24]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): 7869-7876 (2020) - [c28]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: 703-708 - [c27]Salvatore Graziani, Maria Gabriella Xibilia:
Improving Soft Sensors performance in the presence of small datasets by data selection. I2MTC 2020: 1-6 - [p1]Salvatore Graziani, Maria Gabriella Xibilia:
Deep Learning for Soft Sensor Design. Development and Analysis of Deep Learning Architectures 2020: 31-59
2010 – 2019
- 2019
- [j23]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): 876 (2019) - [j22]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): 1637-1646 (2019) - [c26]Arturo Buscarino, Riccardo Caponetto, Emanuele Murgano, Maria Gabriella Xibilia:
Carbon Black Based Fractional Order Element: Wien oscillator implementation. CoDIT 2019: 205-209 - [c25]Salvatore Graziani, Maria Gabriella Xibilia:
Design of a Soft Sensor for an Industrial Plant with Unknown Delay by Using Deep Learning. I2MTC 2019: 1-6 - [c24]Loubna Belhamel, Maria Gabriella Xibilia:
Graphical Method for the Stability Analysis of Commensurate Multiple Time Delay Imperfect Systems. SMC 2019: 1448-1453 - 2018
- [j21]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): 1132-1139 (2018) - [c23]Bruno Andò, Salvatore Graziani, Maria Gabriella Xibilia:
A soft sensor for the estimation of ionic electroactive actuator motion based on deep learning. I2MTC 2018: 1-6 - [c22]Salvatore Graziani, Maria Gabriella Xibilia:
Deep Structures for a Reformer Unit Soft Sensor. INDIN 2018: 927-932 - 2017
- [j20]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): 1437-1445 (2017) - [j19]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): 4273-4288 (2017) - [c21]Riccardo Caponetto, Maria Gabriella Xibilia:
Fractional order PI control of a gimbal platform. ECCTD 2017: 1-4 - [c20]Salvatore Graziani, Maria Gabriella Xibilia:
A deep learning based soft sensor for a sour water stripping plant. I2MTC 2017: 1-6 - [c19]Maria Gabriella Xibilia, N. Gemelli, G. Consolo:
Input variables selection criteria for data-driven Soft Sensors design. ICNSC 2017: 362-367 - 2016
- [j18]Arturo Buscarino, Luigi Fortuna, Mattia Frasca, Maria Gabriella Xibilia:
Invariance of characteristic values and L∞ norm under lossless positive real transformations. J. Frankl. Inst. 353(9): 2057-2073 (2016) - [c18]Arturo Buscarino, Claudia Corradino, Luigi Fortuna, Maria Laura Apicella, Giuseppe Mazzitelli, Maria Gabriella Xibilia:
Temperature model identification on FTU liquid lithium limiter. IECON 2016: 6380-6384 - [c17]Zlatica Marinkovic, Aleksandar Atanaskovic, Maria Gabriella Xibilia, Calogero Pace, Mariangela Latino, Nicola Donato:
A neural network approach for safety monitoring applications. SAS 2016: 1-5 - 2015
- [j17]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): 660-675 (2015) - 2013
- [c16]Giovanni Muscato, Maria Gabriella Xibilia:
Evolutionary computation for model order reduction with Parametric Generalised SPA. CDC 2013: 3703-3707 - [c15]Luigi Fortuna, Mattia Frasca, Maria Gabriella Xibilia:
A class of generalized orthonormal functions. ECCTD 2013: 1-4 - [c14]Salvatore Graziani, Elena Umana, Maria Gabriella Xibilia, Viviana De Luca:
Multi-input identification of IP2C actuators. I2MTC 2013: 1147-1151 - 2012
- [j16]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) - [j15]Arturo Buscarino, Luigi Fortuna, Mattia Frasca, Maria Gabriella Xibilia:
An analytical approach to one-parameter MIMO systems passivity enforcement. Int. J. Control 85(9): 1235-1247 (2012) - 2011
- [j14]Giuseppe Napoli, Maria Gabriella Xibilia:
Soft Sensor design for a Topping process in the case of small datasets. Comput. Chem. Eng. 35(11): 2447-2456 (2011)
2000 – 2009
- 2009
- [j13]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): 2444-2451 (2009) - [c13]Paola Brunetto, Salvatore Graziani, Salvatore Strazzeri, Maria Gabriella Xibilia:
A small scale viscometer based on IPMCs. ICONS 2009: 153-157 - [c12]Riccardo Caponetto, Giovanni Dongola, Antonio Gallo, Maria Gabriella Xibilia:
FPGA based soft sensor for the estimation of the kerosene freezing point. SIES 2009: 228-236 - 2008
- [j12]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): 51-81 (2008) - 2007
- [j11]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): 95-101 (2007) - 2005
- [c11]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 - 2003
- [j10]Luigi Fortuna, Alessandro Rizzo, Maria Gabriella Xibilia:
Modeling Complex Dynamics via Extended PWL-Based CNNs. Int. J. Bifurc. Chaos 13(11): 3273-3286 (2003) - [j9]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): 461-468 (2003) - [j8]Riccardo Caponetto, Luigi Fortuna, Stefano Fazzino, Maria Gabriella Xibilia:
Chaotic sequences to improve the performance of evolutionary algorithms. IEEE Trans. Evol. Comput. 7(3): 289-304 (2003) - 2002
- [j7]Alessandro Rizzo, Maria Gabriella Xibilia:
An innovative intelligent system for sensor validation in tokamak machines. IEEE Trans. Control. Syst. Technol. 10(3): 421-431 (2002) - 2001
- [j6]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): 2517-2530 (2001) - [j5]Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia:
A comparison between HMLP and HRBF for attitude control. IEEE Trans. Neural Networks 12(2): 318-328 (2001) - [c10]A. Fichera, Giovanni Muscato, Angelo Pagano, Maria Gabriella Xibilia:
A neural controller for a natural circulation loop. ECC 2001: 408-413 - 2000
- [j4]Riccardo Caponetto, Luigi Fortuna, Giuseppe Nunnari, Luigi G. Occhipinti, Maria Gabriella Xibilia:
Soft computing for greenhouse climate control. IEEE Trans. Fuzzy Syst. 8(6): 753-760 (2000) - [c9]A. Fichera, Giovanni Muscato, Maria Gabriella Xibilia, Angelo Pagano:
Modeling Unstable Behavior of a Natural Circulation Loop with a Neural Network. IJCNN (1) 2000: 75-84 - [c8]Paolo Arena, Luigi Fortuna, Alessandro Rizzo, Maria Gabriella Xibilia:
Extending the CNN paradigm to approximate chaotic systems with multivariable nonlinearities. ISCAS 2000: 141-144
1990 – 1999
- 1999
- [j3]Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia:
Attitude Feedforward Neural Controller in Quaternion Algebra. Intell. Autom. Soft Comput. 5(3): 191-199 (1999) - [c7]C. Bozzanca, S. Licitra, Luigi Fortuna, Maria Gabriella Xibilia:
Neural Networks for Benzene Percentage Monitoring in Distillation Columns. IIA/SOCO 1999 - [c6]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: 563-566 - 1997
- [j2]Paolo Arena, Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia:
Multilayer Perceptrons to Approximate Quaternion Valued Functions. Neural Networks 10(2): 335-342 (1997) - 1995
- [j1]Paolo Arena, Luigi Fortuna, R. Re, Maria Gabriella Xibilia:
Multilayer perceptrons to approximate complex valued functions. Int. J. Neural Syst. 6(4): 435-446 (1995) - [c5]Paolo Arena, Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia:
Fast Learning by Weight Estimation in Complex Valued MLPs. ISCAS 1995: 505-508 - 1994
- [c4]Riccardo Caponetto, Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia:
Genetic Algorithms for Controller Order Reduction. International Conference on Evolutionary Computation 1994: 724-729 - [c3]Paolo Arena, Luigi Fortuna, Maria Gabriella Xibilia:
Predicting Complex Chaotic Time Series via Complex Valued MLPs. ISCAS 1994: 29-32 - [c2]Paolo Arena, Luigi Fortuna, Luigi G. Occhipinti, Maria Gabriella Xibilia:
Neural Networks for Quaternion-valued Function Approximation. ISCAS 1994: 307-310 - 1993
- [c1]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: 2168-2171
Coauthor Index
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