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Introduction to Conformal Predictors Based on Fuzzy Logic Classifiers.

A. Murari, J. Vega, D. Mazon, and T. Courregelongue. AIAI (2), volume 382 of IFIP Advances in Information and Communication Technology, page 203-213. Springer, (2012)

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Dr. Andrea Thom University of Stuttgart

Andrea Loi University of Stuttgart

Andrea Talmann University of Stuttgart

Jun. -Prof. Dr. Andrea Iannelli University of Stuttgart

Dr. Andrea Zappe University of Stuttgart

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Signal processing and calibration electronics for the SXR tomographic diagnostic of the RFX fusion experiment.A. Murari, and A. Hoffmann. IEEE Trans. Instrumentation and Measurement, 52 (3): 852-858 (2003)Detection of Causal Relations in Time Series Affected by Noise in Tokamaks Using Geodesic Distance on Gaussian Manifolds.A. Murari, T. Craciunescu, E. Peluso, M. Gelfusa, and J. Contributors. Entropy, 19 (10): 569 (2017)On the Use of Transfer Entropy to Investigate the Time Horizon of Causal Influences between Signals.A. Murari, M. Lungaroni, E. Peluso, P. Gaudio, E. Lerche, L. Garzotti, M. Gelfusa, and J. Contributors. Entropy, 20 (9): 627 (2018)How to Handle Error Bars in Symbolic Regression for Data Mining in Scientific Applications.A. Murari, E. Peluso, M. Gelfusa, M. Lungaroni, and P. Gaudio. SLDS, volume 9047 of Lecture Notes in Computer Science, page 347-355. Springer, (2015)Preliminary numerical investigations of conformal predictors based on fuzzy logic classifiers.A. Murari, J. Vega, D. Mazon, and T. Courregelongue. Ann. Math. Artif. Intell., 74 (1-2): 155-180 (2015)A New Approach to Bolometric Tomography in Tokamaks.T. Craciunescu, A. Murari, E. Peluso, and M. Gelfusa. ISCAS, page 1-4. IEEE, (2018)Modeling spatiotemporal complexity during plasma instabilities.C. Corradino, A. Buscarino, L. Fortuna, and A. Murari. ECCTD, page 1-4. IEEE, (2017)Complex networks for the analysis of the synchronization of time series relevant for plasma fusion diagnostics.T. Craciunescu, A. Murari, E. Peluso, M. Gelfusa, M. Lungaroni, and P. Gaudio. ECCTD, page 1-4. IEEE, (2017)Improving Entropy Estimates of Complex Network Topology for the Characterization of Coupling in Dynamical Systems.T. Craciunescu, A. Murari, and M. Gelfusa. Entropy, 20 (11): 891 (2018)A systemic approach to classification for knowledge discovery with applications to the identification of boundary equations in complex systems.A. Murari, M. Gelfusa, M. Lungaroni, P. Gaudio, and E. Peluso. Artif. Intell. Rev., 55 (1): 255-289 (2022)