Andrea Murari

发表

On the Use of Transfer Entropy to Investigate the Time Horizon of Causal Influences between Signals

Michela Gelfusa, Emmanuele Peluso, Andrea Murari, 2018, Entropy.

A statistical methodology to derive the scaling law for the H-mode power threshold using a large multi-machine database

Michela Gelfusa, Andrea Murari, Pasqualino Gaudio, 2012 .

Improved feature selection based on genetic algorithms for real time disruption prediction on JET

Jet Efda Contributors, Andrea Murari, Giuseppe Rattá, 2012 .

Introduction to Conformal Predictors Based on Fuzzy Logic Classifiers

Jesús Vega, Andrea Murari, D. Mazon, 2012, AIAI.

A new generation of real-time systems in the JET tokamak

F. G. Rimini, P. J. Lomas, L. Zabeo, 2012 .

How to Handle Error Bars in Symbolic Regression for Data Mining in Scientific Applications

Michela Gelfusa, Emmanuele Peluso, Pasqualino Gaudio, 2015, SLDS.

Stacking of predictors for the automatic classification of disruption types to optimize the control logic

Riccardo Rossi, Michela Gelfusa, M. Lungaroni, 2020 .

Detection of Causal Relations in Time Series Affected by Noise in Tokamaks Using Geodesic Distance on Gaussian Manifolds

Michela Gelfusa, Emmanuele Peluso, Andrea Murari, 2017, Entropy.

An advanced disruption predictor for JET tested in a simulated real-time environment

Andrea Murari, Jesús Vega, G. Vagliasindi, 2010 .

Prototype of an adaptive disruption predictor for JET based on fuzzy logic and regression trees

Luigi Fortuna, Paolo Arena, Andrea Murari, 2008 .

Supervised Image Processing Learning for Wall MARFE Detection Prior to Disruption in JET With a Carbon Wall

Andrea Murari, Teddy Craciunescu, Ion Tiseanu, 2013, IEEE Transactions on Plasma Science.

Real-time remote diagnostic monitoring test-bed in JET

Augusto Pereira, R. Castro, A. Portas, 2010 .

A Refinement of Recurrence Analysis to Determine the Time Delay of Causality in Presence of External Perturbations

Emmanuele Peluso, Andrea Murari, Teddy Craciunescu, 2020, Entropy.

Computationally efficient SVM multi-class image recognition with confidence measures

Lázaro Emílio Makili, Sebastián Dormido-Canto, Jesús Vega, 2011 .

Identification of Confinement Regimes in Tokamak Plasmas by Conformal Prediction on a Probabilistic Manifold

Guido Van Oost, Jesús Vega, Geert Verdoolaege, 2012, AIAI.

Signal processing and calibration electronics for the metal foil bolometers of RFX

Andrea Murari, A. Hoffmann, 1999, IEEE Trans. Instrum. Meas..

A Metric to Improve the Robustness of Conformal Predictors in the Presence of Error Bars

Michela Gelfusa, Emmanuele Peluso, Pasqualino Gaudio, 2016, COPA.

Automated recognition system for ELM classification in JET

J. Vega, Sebastián Dormido-Canto, Gonzalo Farias, 2009 .

Optimised search strategies to improve structural pattern recognition techniques

Augusto Pereira, A. Portas, Jet Efda Contributors, 2010 .

Signal processing and calibration electronics for the SXR tomographic diagnostic of the RFX fusion experiment

Andrea Murari, A. Hoffmann, 2003, IEEE Trans. Instrum. Meas..

Review of disruption predictors in nuclear fusion: Classical, from scratch and anomaly detection approaches

Sebastián Dormido, Manuel Ruiz, Jesús Vega, 2016, IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society.

Test-bed of a real time detection system for L/H and H/L transitions implemented with the ITMS platform

Mariano Ruiz, Andrea Murari, Jesús Vega, 2010 .

Deriving Realistic Mathematical Models from Support Vector Machines for Scientific Applications

Michela Gelfusa, Emmanuele Peluso, Pasqualino Gaudio, 2017, KDIR.

First applications of structural pattern recognition methods to the investigation of specific physical phenomena at JET

Gonzalo Pajares, Sebastián Dormido-Canto, Gonzalo Farias, 2008 .

Cellular Neural Network Algorithms for Real-Time Image Analysis in Plasma Fusion

Luigi Fortuna, Paolo Arena, Guido Vagliasindi, 2009, IEEE Transactions on Instrumentation and Measurement.

Development of a rapid method for the automatic classification of biological agents' fluorescence spectral signatures

Michela Gelfusa, Pasqualino Gaudio, M Carestia, 2015 .

CART data analysis to attain interpretability in a Fuzzy Logic Classifier

Paolo Arena, Guido Vagliasindi, Andrea Murari, 2009, 2009 International Joint Conference on Neural Networks.

Upgrading Model Selection Criteria with Goodness of Fit Tests for Practical Applications

Riccardo Rossi, Michela Gelfusa, Andrea Murari, 2020, Entropy.

H/L transition time estimation in JET using conformal predictors

Jesús Vega, Sebastián Dormido-Canto, Andrea Murari, 2012 .

Clustering based on the geodesic distance on Gaussian manifolds for the automatic classification of disruptions

Michela Gelfusa, Geert Verdoolaege, Andrea Murari, 2013 .

Improving Entropy Estimates of Complex Network Topology for the Characterization of Coupling in Dynamical Systems

Michela Gelfusa, Andrea Murari, Teddy Craciunescu, 2018, Entropy.

A new class of indicators for the model selection of scaling laws in nuclear fusion

Michela Gelfusa, Jesús Vega, Andrea Murari, 2013 .

Space-Varying Templates for Real-Time Applications of Cellular Nonlinear Networks to Pattern Recognition in Nuclear Fusion

Simone Palazzo, Didier Mazon, Paolo Arena, 2013, IEEE Transactions on Plasma Science.

On the Use of Entropy to Improve Model Selection Criteria

M. Lungaroni, Emmanuele Peluso, Andrea Murari, 2019, Entropy.

Manifold learning to interpret JET high-dimensional operational space

A. Fanni, Andrea Murari, Barbara Cannas, 2013 .

A New Approach to Bolometric Tomography in Tokamaks

Michela Gelfusa, Emmanuele Peluso, Andrea Murari, 2018, 2018 IEEE International Symposium on Circuits and Systems (ISCAS).

Modeling spatiotemporal complexity during plasma instabilities

Luigi Fortuna, Arturo Buscarino, Andrea Murari, 2017, 2017 European Conference on Circuit Theory and Design (ECCTD).

Image Manipulation for High Temperature Plasmas

Jet Efda Contributors, Didier Mazon, Michela Gelfusa, 2011 .

Preliminary numerical investigations of conformal predictors based on fuzzy logic classifiers

Jesús Vega, Andrea Murari, D. Mazon, 2015, Annals of Mathematics and Artificial Intelligence.

Quantifying Total Influence between Variables with Information Theoretic and Machine Learning Techniques

Michela Gelfusa, Riccardo Rossi, Andrea Murari, 2019, Entropy.

Design of an advanced intelligent instrument with waveform recognition based on the ITMS platform

J. Vega, Mariano Ruiz, Juan Manuel López, 2010 .

On determining the prediction limits of mathematical models for time series

Michela Gelfusa, M. Lungaroni, Emmanuele Peluso, 2016 .

Overview of image processing tools to extract physical information from JET videos

Jet Efda Contributors, Michela Gelfusa, Andrea Murari, 2013 .

Causality Detection Methods Applied to the Investigation of Malaria Epidemics

Michela Gelfusa, Andrea Murari, Teddy Craciunescu, 2019, Entropy.

Quantifying Total Influence between Variables with Information Theoretic and Machine Learning Techniques

Riccardo Rossi, Michela Gelfusa, Andrea Murari, 2020, Entropy.

Latest developments in data analysis tools for disruption prediction and for the exploration of multimachine operational spaces

Jet Efda Contributors, Sebastián Dormido-Canto, Raul Moreno, 2013 .

An automatic identifier of Confinement Regimes at JET combining Fuzzy Logic and Classification Trees

Luigi Fortuna, Paolo Arena, Guido Vagliasindi, 2008, ESANN.

Complex networks for the analysis of the synchronization of time series relevant for plasma fusion diagnostics

Michela Gelfusa, Emmanuele Peluso, Pasqualino Gaudio, 2017, 2017 European Conference on Circuit Theory and Design (ECCTD).

Simulations of nuclear fusion diagnostics based on projections with Venn predictors and context drift detection

Sebastián Dormido, Jesús Vega, Andrea Murari, 2013, Annals of Mathematics and Artificial Intelligence.

On the potential of ruled-based machine learning for disruption prediction on JET

J. Vega, Gonzalo Farias, Michela Gelfusa, 2018 .

INSPECTION OF DISRUPTIVE BEHAVIOURS AT JET USING GENERATIVE TOPOGRAPHIC MAPPING

Andrea Murari, G. Vagliasindi, J. Vega, 2009 .

High-Speed Image Processing Algorithms for Real-Time Detection of MARFEs on JET

Andrea Murari, Márcio Portes de Albuquerque, Marcelo Portes de Albuquerque, 2012, IEEE Transactions on Plasma Science.

How to assess the efficiency of synchronization experiments in tokamaks

Michela Gelfusa, M. Lungaroni, Emmanuele Peluso, 2016 .

Improved Treatment of the Independent Variables for the Deployment of Model Selection Criteria in the Analysis of Complex Systems

Riccardo Rossi, Michela Gelfusa, Andrea Murari, 2021, Entropy.

Detecting causal relations in time series with the new cross Markov Matrix technique

Andrea Murari, Teddy Craciunescu, A. Murari, 2021, Nonlinear Dynamics.

NetCausality: A time-delayed neural network tool for causality detection and analysis

Riccardo Rossi, Andrea Murari, Pasquale Gaudio, 2021, SoftwareX.

The Reciprocal Influence Criterion: An Upgrade of the Information Quality Ratio

Riccardo Rossi, Michela Gelfusa, Andrea Murari, 2021, Complexity.

1 EX / P 647 Big Data Machine Learning for Disruption Predictions

Augusto Pereira, Tahsin Kurc, Jong Choi, 2016 .

Spatial location of local perturbations in plasma emissivity derived from projections using conformal predictors

Augusto Pereira, J. Vega, Andrea Murari, 2013 .

Maximum likelihood bolometric tomography for the determination of the uncertainties in the radiation emission on JET TOKAMAK.

Emmanuele Peluso, Michela Gelfusa, Andrea Murari, 2018, The Review of scientific instruments.

Surface temperature measurements by means of pulsed photothermal effects in fusion devices

Eric Gauthier, Andrea Murari, Christian Grisolia, 2007 .

Recent Progress on JET Towards the ITER Reference Mode of Operation at High Density. Invited Paper

E. Joffrin, Olivier Sauter, Filippo Sartori, 2001 .

Geodesic distance on Gaussian manifolds for the robust identification of chaotic systems

Andrea Murari, Teddy Craciunescu, T. Craciunescu, 2016 .

Real-time control of the q-profile in JET for steady state advanced tokamak operation

P. C. de Vries, X. Litaudon, Didier Mazon, 2003 .

Latest developments in image processing for the next generation of devices with a view on DEMO

P. Arena, Simone Palazzo, Didier Mazon, 2012 .

Development and tests of a simple multifoil spectrometer for highly time-resolved line intensity measurements in the RFX experiment

Andrea Murari, L. Marrelli, Piero Martin, 1995 .

A versatile method for the real time determination of the safety factor and density profiles in JET

E. Joffrin, Didier Mazon, Luca Zabeo, 2002 .

Advanced methods for image registration applied to JET videos

Michela Gelfusa, Andrea Murari, Teddy Craciunescu, 2015 .

Towards the realization on JET of an integrated H-mode scenario for ITER

P. C. de Vries, C. Giroud, E. Joffrin, 2002 .

STARDUST-U experiments on fluid-dynamic conditions affecting dust mobilization during LOVAs

Michela Gelfusa, Andrea Murari, L. A. Poggi, 2016 .

Soft x-ray and bolometric tomography in RFX

G. Manduchi, C. Taliercio, Andrea Murari, 1997 .

Application of transfer entropy to causality detection and synchronization experiments in tokamaks

M. Lungaroni, Emmanuele Peluso, Michela Gelfusa, 2016 .

New analysis methods to push the boundaries of diagnostic techniques in the environmental sciences

J. Vega, M. Lungaroni, Emmanuele Peluso, 2016 .

Real-Time Processing System for the JET Hard X-Ray and Gamma-Ray Profile Monitor Enhancement

Bernardo B. Carvalho, Andrea Murari, Jorge Sousa, 2014, IEEE Transactions on Nuclear Science.

A linear equation based on signal increments to predict disruptive behaviours and the time to disruption on JET

Sebastián Dormido-Canto, Andrea Murari, Giuseppe Rattá, 2019, Nuclear Fusion.

In-cell measurements of smoke backscattering coefficients using a CO2 laser system for application to lidar-dial forest fire detection

Michela Gelfusa, Carlo Bellecci, Andrea Murari, 2010 .

Real-time determination of internal inductance and magnetic axis radial position in JET

E. Joffrin, Filippo Sartori, Andrea Murari, 2002 .

Signal processing and general purpose data acquisition system for on-line tomographic measurements

G. Manduchi, C. Taliercio, Andrea Murari, 1997 .

ELM Regime Classification by Conformal Prediction on an Information Manifold

Geert Verdoolaege, Andrea Murari, Aqsa Shabbir, 2015, IEEE Transactions on Plasma Science.

New diagnostic techniques and technologies at JET (invited)

Jet Efda Contributors, Luciano Bertalot, Andrea Murari, 2006 .

High-resolution gamma ray spectroscopy measurements of the fast ion energy distribution in JET 4He plasmas

Giuseppe Gorini, M. Nocente, Ana Fernandes, 2012 .

Preliminary investigation of the use of visible images to validate the magnetic reconstruction of the boundary on JET

Emmanuele Peluso, Michela Gelfusa, Andrea Murari, 2013 .

Residual analysis of the equilibrium reconstruction quality on JET

Jet Efda Contributors, Michela Gelfusa, Andrea Murari, 2011 .

H-mode access on JET and implications for ITER

Y. R. Martin, Jet Efda Contributors, C. Giroud, 2008 .

Localized bulk electron heating with ICRF mode conversion in the JET tokamak

E. Joffrin, Elisabeth Rachlew, F. G. Rimini, 2004 .

Evaluation of reconstruction errors and identification of artefacts for JET gamma and neutron tomography.

Andrea Murari, Teddy Craciunescu, Ion Tiseanu, 2016, The Review of scientific instruments.

Comparison of Advanced Machine Learning Tools for Disruption Prediction and Disruption Studies

Michal Odstrcil, Andrea Murari, Jan Mlynar, 2013, IEEE Transactions on Plasma Science.

Compact NE213 neutron spectrometer with high energy resolution for fusion applications

Luciano Bertalot, Andrea Murari, Francesca Poli, 2004 .

On efficiency and interpretation of sawteeth pacing with on-axis ICRH modulation in JET

Emmanuele Peluso, Michela Gelfusa, Andrea Murari, 2017 .

A Statistical Analysis of the Scaling Laws for the Confinement Time distinguishing between Core and Edge

Emmanuele Peluso, Michela Gelfusa, Andrea Murari, 2015 .

Overview of the JET preparation for deuterium–tritium operation with the ITER like-wall

S. Lanthaler, R. J. Smith, P. Arena, 2019, Nuclear Fusion.

Development on JET of Advanced Tokamak Operations for ITER

Jet Efda Contributors, P. C. de Vries, C. Giroud, 2006 .

Neutron detection at jet using artificial diamond detectors

Andrea Murari, Mario Pillon, Rosa Maria Montereali, 2007 .

Non-power law scaling for access to the H-mode in tokamaks via symbolic regression

Michela Gelfusa, Andrea Murari, Pasqualino Gaudio, 2013 .

Overview of the JET results

P. Arena, A. Thompson, Alfredo Pironti, 2015 .

A statistical investigation of the effects of edge localized modes on the equilibrium reconstruction in JET

Jet Efda Contributors, Emmanuele Peluso, Michela Gelfusa, 2012 .

Active MHD control at high currents in RFX-mod

V. Toigo, Sergio Ortolani, A. Luchetta, 2007 .

A 3D electromagnetic model of the iron core in JET

F. G. Rimini, Andrea Gaetano Chiariello, Francesco Ledda, 2017 .

Magnetic self organization, MHD active control and confinement in RFX-mod

V. Toigo, Sergio Ortolani, A. Luchetta, 2007 .

"Burning plasma" diagnostics for the physics of JET and ITER

Ambrogio Fasoli, Luciano Bertalot, Andrea Murari, 2005 .

Real time safety factor profile determination in JET

E. Joffrin, X. Litaudon, Didier Mazon, 2003 .

Radiation pattern and impurity transport in argon seeded ELMy H-mode discharges in JET

C. Giroud, Andrea Murari, A. M. Messiaen, 2002 .

A model-based technique for integrated real-time profile control in the JET tokamak

Alfredo Pironti, P. C. de Vries, E. Joffrin, 2004 .

Time dependent 14 MeV neutrons measurement using a polycrystalline chemical vapor deposited diamond detector at the JET tokamak

G. Pucella, Luciano Bertalot, Andrea Murari, 2005 .

A novel method for trace tritium transport studies

Jet Efda Contributors, C. Giroud, Luciano Bertalot, 2009 .

Modeling Fusion Data in Probabilistic Metric Spaces: Applications to the Identification of Confinement Regimes and Plasma Disruptions

Giorgos Karagounis, Geert Verdoolaege, Andrea Murari, 2012 .

Statistical analysis of plasma shape influence on the power threshold to access the H-mode

Michela Gelfusa, Andrea Murari, Pasqualino Gaudio, 2013 .

On the Importance of Considering Measurement Errors in Fuzzy Logic Systems for Scientific Applications with Examples from Nuclear Fusion

Luigi Fortuna, Paolo Arena, Guido Vagliasindi, 2010 .

Real-time measurement and control at JET experiment control

C. Giroud, E. Joffrin, Didier Mazon, 2005 .