Geert Verdoolaege

发表

Multivariate texture discrimination using a principal geodesic classifier

Aqsa Shabbir, Geert Verdoolaege, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Geodesics on the Manifold of Multivariate Generalized Gaussian Distributions with an Application to Multicomponent Texture Discrimination

Paul Scheunders, Geert Verdoolaege, P. Scheunders, 2011, International Journal of Computer Vision.

Deep neural networks for plasma tomography with applications to JET and COMPASS

S. Lanthaler, R. J. Smith, N. W. Eidietis, 2019, Journal of Instrumentation.

Probability theory : history, principles, and applications

Geert Verdoolaege, G. Verdoolaege, 2016 .

Bayesian Data Analysis for Gaussian Process Tomography

D. Mazon, Geert Verdoolaege, Liuwei Xu, 2018, Journal of Fusion Energy.

On the Geometry of Multivariate Generalized Gaussian Models

Paul Scheunders, Geert Verdoolaege, P. Scheunders, 2012, Journal of Mathematical Imaging and Vision.

Detection of resting-state brain activity in magnetic resonance images through wavelet feature cluster analysis

Eric Achten, Geert Verdoolaege, Leslie Vlerick, 2011, 2011 18th IEEE International Conference on Image Processing.

Prospects for nuclear fusion as a sustainable energy source

Guido Van Oost, Geert Verdoolaege, 2013 .

Physical characterization of the JET operational space regarding EMLs by means of discriminant analysis

Jean-Marie Noterdaeme, Aqsa Shabbir, Geert Verdoolaege, 2016 .

EFD-C(13)03/17 Visualization of Tokamak Operational Spaces Through the Projection of Data Probability Distributions

Jean-Marie Noterdaeme, Geert Verdoolaege, Jet-Efda Contributors, 2013 .

Pattern recognition in nuclear fusion data by means of geometric methods in probabilistic spaces

Geert Verdoolaege, 2017 .

A New Robust Regression Method Based on Minimization of Geodesic Distances on a Probabilistic Manifold: Application to Power Laws

Geert Verdoolaege, G. Verdoolaege, 2015, Entropy.

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

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

Discriminant analysis for characterization of edge-localized plasma instabilities

Aqsa Shabbir, Geert Verdoolaege, G. Hornung, 2015 .

Geodesic Least Squares Regression on the Gaussian Manifold with an Application in Astrophysics

Geert Verdoolaege, 2017, GSI.

A probabilistic model for the identification of confinement regimes and edge localized mode behavior, with implications to scaling laws.

Geert Verdoolaege, Guido Van Oost, 2012, The Review of scientific instruments.

Realtime capable first principle transport modelling for tokamak prediction and control

Jack Citrin, Geert Verdoolaege, C. Bourdelle, 2017 .

Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables

Yannick Berthoumieu, Lionel Bombrun, Geert Verdoolaege, 2011, 2011 18th IEEE International Conference on Image Processing.

Information Geometry in Image Analysis (chaired by Yannick Berthoumieu, Geert Verdoolaege)

Yannick Berthoumieu, Geert Verdoolaege, 2015 .

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

Michela Gelfusa, Geert Verdoolaege, Andrea Murari, 2013 .

Multiscale colour texture retrieval using the geodesic distance between multivariate generalized Gaussian models

Paul Scheunders, Steve De Backer, Geert Verdoolaege, 2008, 2008 15th IEEE International Conference on Image Processing.

Color Texture Discrimination Using the Principal Geodesic Distance on a Multivariate Generalized Gaussian Manifold

Aqsa Shabbir, Geert Verdoolaege, 2015, GSI.

First Analysis of the Updated ITPA Global H-Mode Confinement Database

Geert Verdoolaege, Jet Contributors, K. Thomsen, 2018 .

Robust analysis of trends in noisy data

Aqsa Shabbir, Geert Verdoolaege, G. Hornung, 2016 .

Testing a multivariate model for wavelet coefficients

Andreas Uhl, Roland Kwitt, Peter Meerwald, 2011, 2011 18th IEEE International Conference on Image Processing.

A new diagnostic for Zeff measurements on TEXTOR 94. Belgian Physical Society

Guido Van Oost, Geert Verdoolaege, Giuseppe Telesca, 2001 .

Wavelet-based colour texture retrieval using the kullback-leibler divergence between bivariate generalized Gaussian models

Paul Scheunders, Geert Verdoolaege, Yves Rosseel, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Activation detection in event-related fMRI through clustering ofwavelet distributions

Geert Verdoolaege, Yves Rosseel, 2010, 2010 IEEE International Conference on Image Processing.

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 .

Learning on probabilistic manifolds in massive fusion databases: application to confinement regime identification

Guido Van Oost, Geert Verdoolaege, 2012 .

Multivariate Texture Discrimination Based on Geodesics to Class Centroids on a Generalized Gaussian Manifold

Guido Van Oost, Aqsa Shabbir, Geert Verdoolaege, 2013, GSI.

Multivariate texture retrieval using the SIRV representation and the geodesic distance

Yannick Berthoumieu, Lionel Bombrun, Geert Verdoolaege, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Pattern recognition in probability spaces for visualization and identification of plasma confinement regimes and confinement time scaling

Giorgos Karagounis, Geert Verdoolaege, G. Van Oost, 2012 .

Geodesic distance between multivariate generalized Gaussian models of image wavelet statistics: an application to colour texture retrieval

Paul Scheunders, Steve De Backer, Geert Verdoolaege, 2008 .

Overview of the JET results in support to ITER

S. Lanthaler, Massimiliano Mattei, Alfredo Pironti, 2017, Nuclear Fusion.

ELM Regime Classification by Conformal Prediction on an Information Manifold

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

Global and pedestal confinement and pedestal structure in dimensionless collisionality scans of low-triangularity H-mode plasmas in JET-ILW

C. Giroud, E. Stefanikova, S. Saarelma, 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.

Overview of the TCV tokamak program: scientific progress and facility upgrades

Y. R. Martin, Faa Federico Felici, E. Giovannozzi, 2017, Nuclear Fusion.

Overview of the JET results

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

Overview of progress in European medium sized tokamaks towards an integrated plasma-edge/wall solution

Massimiliano Mattei, Alfredo Pironti, G. Pucella, 2016 .

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

Giorgos Karagounis, Geert Verdoolaege, Andrea Murari, 2012 .

Robust scaling in fusion science: case study for the L-H power threshold

Jean-Marie Noterdaeme, Geert Verdoolaege, G. Verdoolaege, 2015 .