Maria Gabriella Xibilia

IEEE Trans. Instrum. Meas., 2023

Model-Agnostic Soft Sensor Interpretability.

[BibT_eX]

[DOI]

Francesca Sapuppo

Giuseppa Scipilliti

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Estimating Finite-Time Delay in Dynamical Soft Sensors for Industrial Processes: Robustness to Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Calibration of a Clustering Algorithm to Improve the Nearshore Wave Prediction System.

[BibT_eX]

[DOI]

Elisa Castro

Rosaria Ester Musumeci

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Finite time-delay estimation for soft sensors modelling Hammerstein-Wiener structures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

Explainable AI-Based Clinical Decision Support System for Obesity Comorbidity Analysis.

[BibT_eX]

[DOI]

Grazia Veronica Aiosa

Maurizio Palesi

Francesca Sapuppo

Proceedings of the 19th IEEE International Conference on e-Science, 2023

2022

Estimating finite-time delay in dynamical soft sensors: an industrial case of study.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

Application of data distribution metrics for soft sensors in industrial scenarios.

[BibT_eX]

[DOI]

Luca Patané

Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

Multiple correlation analysis for finite-time delay estimation in Soft Sensors design.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

2021

RNN- and LSTM-Based Soft Sensors Transferability for an Industrial Process.

[BibT_eX]

[DOI]

Sensors, 2021

Echo-state networks for soft sensor design in an SRU process.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Delay Independent Stability Control for Commensurate Multiple Time-Delay Systems.

[BibT_eX]

[DOI]

Loubna Belhamel

IEEE Control. Syst. Lett., 2021

On the use of correlation analysis in the estimation of finite-time delay in Soft Sensors design.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

2020

Deep Learning for Soft Sensor Design.

[BibT_eX]

[DOI]

Proceedings of the Development and Analysis of Deep Learning Architectures, 2020

Soft Sensors Based on Deep Neural Networks for Applications in Security and Safety.

[BibT_eX]

[DOI]

Mariangela Latino

Zlatica Marinkovic

Aleksandar Atanaskovic

Nicola Donato

IEEE Trans. Instrum. Meas., 2020

Input selection methods for data-driven Soft sensors design: Application to an industrial process.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Innovative Topologies and Algorithms for Neural Networks.

[BibT_eX]

[DOI]

Future Internet, 2020

Input Selection Methods for Soft Sensor Design: A Survey.

[BibT_eX]

[DOI]

Giacomo Fiumara

Future Internet, 2020

Improving Soft Sensors performance in the presence of small datasets by data selection.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

A Data-Driven Prognostics Technique and RUL Prediction of Rotating Machines Using an Exponential Degradation Model.

[BibT_eX]

[DOI]

Islem Bejaoui

Dario Bruneo

Proceedings of the 7th International Conference on Control, 2020

2019

Low-order Nonlinear Finite-Impulse Response Soft Sensors for Ionic Electroactive Actuators Based on Deep Learning.

[BibT_eX]

[DOI]

Bruno Andò

IEEE Trans. Instrum. Meas., 2019

Model Order Reduction: A Comparison between Integer and Non-Integer Order Systems Approaches.

[BibT_eX]

[DOI]

José António Tenreiro Machado

Emanuele Murgano

Entropy, 2019

Graphical Method for the Stability Analysis of Commensurate Multiple Time Delay Imperfect Systems.

[BibT_eX]

[DOI]

Loubna Belhamel

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Design of a Soft Sensor for an Industrial Plant with Unknown Delay by Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Carbon Black Based Fractional Order Element: Wien oscillator implementation.

[BibT_eX]

[DOI]

Emanuele Murgano

Proceedings of the 6th International Conference on Control, 2019

2018

Temperature Model Identification of FTU Liquid Lithium Limiter.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2018

Deep Structures for a Reformer Unit Soft Sensor.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

A soft sensor for the estimation of ionic electroactive actuator motion based on deep learning.

[BibT_eX]

[DOI]

Bruno Andò

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

2017

Positive-real systems under lossless transformations: Invariants and reduced order models.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2017

Continuous time LTI systems under lossless positive real transformations: open-loop balanced representation and truncated reduced-order models.

[BibT_eX]

[DOI]

Int. J. Control, 2017

Input variables selection criteria for data-driven Soft Sensors design.

[BibT_eX]

[DOI]

N. Gemelli

G. Consolo

Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017

A deep learning based soft sensor for a sour water stripping plant.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

Fractional order PI control of a gimbal platform.

[BibT_eX]

[DOI]

Proceedings of the 2017 European Conference on Circuit Theory and Design, 2017

2016

Invariance of characteristic values and L<sub>∞</sub> norm under lossless positive real transformations.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2016

A neural network approach for safety monitoring applications.

[BibT_eX]

[DOI]

Zlatica Marinkovic

Aleksandar Atanaskovic

Calogero Pace

Mariangela Latino

Nicola Donato

Proceedings of the IEEE Sensors Applications Symposium, 2016

2015

Complexity in forest fires: From simple experiments to nonlinear networked models.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., 2015

2013

Multi-input identification of IP2C actuators.

[BibT_eX]

[DOI]

Elena Umana

Viviana De Luca

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

A class of generalized orthonormal functions.

[BibT_eX]

[DOI]

Proceedings of the 21st European Conference on Circuit Theory and Design, 2013

Evolutionary computation for model order reduction with Parametric Generalised SPA.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

An analytical approach to one-parameter MIMO systems passivity enforcement.

[BibT_eX]

[DOI]

Int. J. Control, 2012

Cellular Nonlinear Networks to Analyze the Complexity of Foggy Paintings.

[BibT_eX]

[DOI]

Complex Syst., 2012

2011

Soft Sensor design for a Topping process in the case of small datasets.

[BibT_eX]

[DOI]

Giuseppe Napoli

Comput. Chem. Eng., 2011

2009

Comparison of Soft-Sensor Design Methods for Industrial Plants Using Small Data Sets.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2009

FPGA based soft sensor for the estimation of the kerosene freezing point.

[BibT_eX]

[DOI]

Giovanni Dongola

Antonio Gallo

Proceedings of the IEEE Fourth International Symposium on Industrial Embedded Systems, 2009

A small scale viscometer based on IPMCs.

[BibT_eX]

[DOI]

Paola Brunetto

Salvatore Strazzeri

Proceedings of the 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing, 2009

2008

From Dynamical Emerging Patterns to Patterns in Visual Art.

[BibT_eX]

[DOI]

Int. J. Bifurc. Chaos, 2008

2007

Virtual Instruments Based on Stacked Neural Networks to Improve Product Quality Monitoring in a Refinery.

[BibT_eX]

[DOI]

Pietro Giannone

IEEE Trans. Instrum. Meas., 2007

2005

Cross correlation analysis of residuals for the selection of the structure of virtual sensors in a refinery.

[BibT_eX]

[DOI]

Proceedings of 10th IEEE International Conference on Emerging Technologies and Factory Automation, 2005

2003

Chaotic sequences to improve the performance of evolutionary algorithms.

[BibT_eX]

[DOI]

Stefano Fazzino

IEEE Trans. Evol. Comput., 2003

SC-CNNs for Chaotic Signal Applications in Secure Communication Systems.

[BibT_eX]

[DOI]

Luigi G. Occhipinti

Int. J. Neural Syst., 2003

Modeling Complex Dynamics via Extended PWL-Based CNNs.

[BibT_eX]

[DOI]

Int. J. Bifurc. Chaos, 2003

2002

An innovative intelligent system for sensor validation in tokamak machines.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2002

2001

A comparison between HMLP and HRBF for attitude control.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2001

A generalized Chua Cell for Realizing any continuous n-Segment piecewise-Linear Function.

[BibT_eX]

[DOI]

Maide Bucolo

Int. J. Bifurc. Chaos, 2001

A neural controller for a natural circulation loop.

[BibT_eX]

[DOI]

A. Fichera

Angelo Pagano

Proceedings of the 6th European Control Conference, 2001

2000

Soft computing for greenhouse climate control.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2000

Extending the CNN paradigm to approximate chaotic systems with multivariable nonlinearities.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Modeling Unstable Behavior of a Natural Circulation Loop with a Neural Network.

[BibT_eX]

[DOI]

A. Fichera

Angelo Pagano

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Attitude Feedforward Neural Controller in Quaternion Algebra.

[BibT_eX]

[DOI]

Intell. Autom. Soft Comput., 1999

A neural networks based system for post pulse fault detection and disruption data validation in tokamak machines.

[BibT_eX]

[DOI]

V. Marchese

Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999

Neural Networks for Benzene Percentage Monitoring in Distillation Columns.

[BibT_eX]

C. Bozzanca

S. Licitra

Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), 1999

1997

Multilayer Perceptrons to Approximate Quaternion Valued Functions.

[BibT_eX]

[DOI]

Neural Networks, 1997

1995

Multilayer perceptrons to approximate complex valued functions.

[BibT_eX]

[DOI]

R. Re

Int. J. Neural Syst., 1995

Fast Learning by Weight Estimation in Complex Valued MLPs.

[BibT_eX]

[DOI]

Proceedings of the 1995 IEEE International Symposium on Circuits and Systems, ISCAS 1995, Seattle, Washington, USA, April 30, 1995

1994

Predicting Complex Chaotic Time Series via Complex Valued MLPs.

[BibT_eX]

[DOI]

Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

Neural Networks for Quaternion-valued Function Approximation.

[BibT_eX]

[DOI]

Luigi G. Occhipinti

Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

Genetic Algorithms for Controller Order Reduction.

[BibT_eX]

[DOI]

Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

1993

On the capability of neural networks with complex neurons in complex valued functions approximation.

[BibT_eX]

R. Re