Roberto Fabio Leonarduzzi
Roberto Fabio Leonarduzzi
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Sparse support vector machine for intrapartum fetal heart rate classification
J Spilka, J Frecon, R Leonarduzzi, N Pustelnik, P Abry, M Doret
IEEE journal of biomedical and health informatics 21 (3), 664-671, 2016
422016
Wavelet leader based multifractal analysis of heart rate variability during myocardial ischaemia
RF Leonarduzzi, G Schlotthauer, ME Torres
2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010
262010
p-exponent and p-leaders, Part I: Negative pointwise regularity
S Jaffard, C Melot, R Leonarduzzi, H Wendt, P Abry, SG Roux, ME Torres
Physica A: Statistical Mechanics and its Applications 448, 300-318, 2016
222016
p-exponent and p-leaders, Part II: Multifractal analysis. Relations to detrended fluctuation analysis
R Leonarduzzi, H Wendt, P Abry, S Jaffard, C Melot, SG Roux, ME Torres
Physica A: Statistical Mechanics and its Applications 448, 319-339, 2016
212016
Scattering transform of heart rate variability for the prediction of ischemic stroke in patients with atrial fibrillation
R Leonarduzzi, P Abry, H Wendt, K Kiyono, Y Yamamoto, E Watanabe, ...
Methods of information in medicine 57 (03), 141-145, 2018
92018
Scaling range automated selection for wavelet leader multifractal analysis
RF Leonarduzzi, ME Torres, P Abry
Signal processing 105, 243-257, 2014
92014
Extending multifractal analysis to negative regularity: p-exponents and p-leaders
R Leonarduzzi, H Wendt, S Jaffard, SG Roux, ME Torres, P Abry
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
92014
Multivariate multifractal analysis
S Jaffard, S Seuret, H Wendt, R Leonarduzzi, S Roux, P Abry
Applied and Computational Harmonic Analysis 46 (3), 653-663, 2019
82019
Multifractal analysis based on p-exponents and lacunarity exponents
P Abry, S Jaffard, R Leonarduzzi, C Melot, H Wendt
Fractal Geometry and Stochastics V, 279-313, 2015
82015
Kymatio: Scattering transforms in python
M Andreux, T Angles, G Exarchakis, R Leonarduzzi, G Rochette, L Thiry, ...
Journal of Machine Learning Research 21 (60), 1-6, 2020
72020
Finite-Resolution Effects in -Leader Multifractal Analysis
R Leonarduzzi, H Wendt, P Abry, S Jaffard, C Melot
IEEE Transactions on Signal Processing 65 (13), 3359-3368, 2017
72017
Wavelet leader multifractal analysis of period and amplitude sequences from sustained vowels
RF Leonarduzzi, GA Alzamendi, G Schlotthauer, ME Torres
Speech Communication 72, 1-12, 2015
72015
Intrapartum fetal heart rate classification from trajectory in sparse svm feature space
J Spilka, J Frecon, R Leonarduzzi, N Pustelnik, P Abry, M Doret
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
72015
Assessing cross-dependencies using bivariate multifractal analysis
H Wendt, R Leonarduzzi, P Abry, S Roux, S Jaffard, S Seuret
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
62018
p-leader Multifractal Analysis and Sparse SVM for Intrapartum Fetal Acidosis Detection
R Leonarduzzi, J Spilka, J Frecon, H Wendt, N Pustelnik, S Jaffard, P Abry, ...
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual …, 2015
62015
Generalized Legendre transform multifractal formalism for nonconcave spectrum estimation
R Leonarduzzi, H Touchette, H Wendt, P Abry, S Jaffard
2016 IEEE Statistical Signal Processing Workshop (SSP), 1-5, 2016
52016
Multifractal characterization for bivariate data
R Leonarduzzi, P Abry, S Roux, H Wendt, S Jaffard, S Seuret
2018 26th European Signal Processing Conference (EUSIPCO), 1347-1351, 2018
42018
Sparse learning for Intrapartum fetal heart rate analysis
P Abry, J Spilka, R Leonarduzzi, V Chudáček, N Pustelnik, M Doret
Biomedical Physics & Engineering Express 4 (3), 034002, 2018
42018
Fetal heart rate classification: First vs. Second stage of labor
J Spilka, R Leonarduzzi, V Chudácek, P Abry, M Doret
Proceedings of the 8th International Workshop on Biosignal Interpretation …, 2016
42016
Intrapartum fetal heart rate classification: Cross-database evaluation
J Spilka, V Chudáček, M Huptych, R Leonarduzzi, P Abry, M Doret
XIV Mediterranean Conference on Medical and Biological Engineering and …, 2016
42016
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