Concepedia

Real time groove characterization combining partial least squares and SVR strategies: application to eddy current testing

Saleh Ahmed, Marco Salucci, Roberto Miorelli, Nicola Anselmi, Giacomo Oliveri, Pierre Calmon, Christophe Reboud

Journal of Physics Conference Series · 2017 · 11 citations · 9 references

Open access

Concepts

ComputingElectrical EngineeringFeature EngineeringMachine LearningStatistical LearningElectromagnetic Inverse ProblemsSupport Vector MachinesEddy Current AnalysisEddy Current InspectionEddy Current SensingEddy Current TestingMachine Learning-based InversionPartial Least Squares RegressionReal-time ProcessingSupport Vector Regression

Abstract

International audience

References

9

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

Computing, Computer Science, Data Mining +11

PLS-regression: a basic tool of chemometrics

Svante Wold, Michael Sjöstróm, Lennart Eriksson · Chemometrics and Intelligent Laboratory Systems · 2001 · 9.7K citations

Natural Sciences, Chemistry, Analytical Chemistry +6

Evolutionary optimization as applied to inverse scattering problems

Paolo Rocca, Manuel Benedetti, Massimo Donelli et al. · Inverse Problems · 2009 · 439 citations · Full text

Computing, Biomedical Engineering, Electrical Engineering +17

Multifrequency Particle Swarm Optimization for Enhanced Multiresolution GPR Microwave Imaging

Marco Salucci, Lorenzo Poli, Nicola Anselmi et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 136 citations

Natural Sciences, Computational Engineering, Computational Electromagnetics +16

GPR Prospecting Through an Inverse-Scattering Frequency-Hopping Multifocusing Approach

Marco Salucci, Giacomo Oliveri, Andrea Massa · IEEE Transactions on Geoscience and Remote Sensing · 2015 · 93 citations

Natural Sciences, Electrical Engineering, Computational Electromagnetics +16