@ARTICLE{CRAS2019,
author = {P. Abry and H. Wendt and S. Jaffard and G. Didier},
title = {Multivariate scale-free temporal dynamics: From spectral (Fourier) to fractal (wavelet) analysis},
journal = {Comptes Rendus de l'Académie des Sciences},
volume = {},
number = {},
pages = {},
year = {2019},
note = {To appear.}
}
@ARTICLE{PRSA2019,
author = {S. Jaffard and S. Seuret and H. Wendt and R. Leonarduzzi and P. Abry},
title = {Multifractal formalisms for multivariate analysis},
journal = {Proc. Royal Society A},
volume = {},
number = {},
pages = {},
year = {2019},
note = {To appear.}
}
@ARTICLE{ACHA2019,
author = {S. Jaffard and S. Seuret and H. Wendt and R. Leonarduzzi and S. Roux and P. Abry},
title = {Multivariate multifractal analysis},
journal = {Applied and Computational Harmonic Analysis},
volume = {46},
number = {3},
pages = {653-663},
year = {2019}
}
@ARTICLE{AbryDidierHui2018,
author = {D. La Rocca and N. Zilber and P. Abry and V. van Wassenhove and P. Ciuciu,},
title = {Self-similarity and multifractality in human brain activity: A wavelet-based analysis of scale-free brain dynamics},
journal = {Journal of Neuroscience Methods},
volume = {},
number = {},
pages = {},
url = {},
year = {2018},
note = {In press.}
}
@ARTICLE{AbryDidier2018,
author = {Abry, P. and Didier, G.},
title = {Wavelet eigenvalue regression for $n$-variate operator fractional Brownian motion},
journal = {Journal of Multivariate Analysis},
volume = {168},
number = {},
pages = {75--104},
url = {},
year = {2018}
}
@ARTICLE{Abry2018Bernoulli,
author = {Abry, P. and Didier, G.},
title = {Wavelet estimation for operator fractional Brownian motion},
journal = {Bernoulli},
volume = {24},
number = {2},
pages = {895--928},
year = {2018}
}
@ARTICLE{AbryDidierHui2018,
author = {Abry, P. and Didier, G. and Hui, L.},
title = {Two-step wavelet-based estimation for mixed Gaussian fractional processes},
journal = {Statistical Inference for Stochastic Processes},
volume = {},
number = {},
pages = {},
url = {},
year = {2018},
note = {In press.}
}
@ARTICLE{FConnect2017,
author = {Herwig Wendt and Gustavo Didier and Sébastien Combrexelle and Patrice Abry},
title = {Multivariate Hadamard self-similarity: testing fractal connectivity},
journal = {Physica D},
volume = {356-357},
number = {},
pages = {1-36},
url = {https://arxiv.org/pdf/1701.04366v1.pdf},
year = {2017}
}
@ARTICLE{ppLin2018,
author = {G. Valenza and H. Wendt and K. Kiyono and J. Hayano and E. Watanabe and Y. Yamamoto and P. Abry and R. Barbieri},
title = {Mortality Prediction in Severe Congestive Heart Failure Patients With Multifractal Point-Process Modeling of Heartbeat Dynamics},
journal = {IEEE T. Biomedical Engineering},
volume = {65},
number = {10},
pages = {2345-2354},
doi = {10.1109/TBME.2018.2797158},
year = {2018}
}
@ARTICLE{GaMRF2018,
author = {Herwig Wendt and Sébastien Combrexelle and Yoann Altmann and Jean-Yves Tourneret and Stephen McLaughlin and Patrice Abry},
title = {Multifractal analysis of multivariate images using gamma Markov random field priors},
journal = {SIAM J. on Imaging Sciences (SIIMS)},
volume = {11},
number = {2},
pages = {1294--1316},
year = {2018}
}
@ARTICLE{jaffard2018im,
author = {Jaffard, S. and Martin, B},
title = {{Multifractal analysis of the Brjuno function}},
journal = {Inventiones Mathematicae},
year = 2018,
volume = {212},
number = {1},
pages = {109--132},
}
@ARTICLE{Leonarduzzi2018tsp_non_concave,
author = {R. Leonarduzzi and P. Abry and H. Wendt and S. Jaffard and
H. Touchette},
title = {{A Generalized Multifractal Formalism for the Estimation of
Nonconcave Multifractal Spectra}},
journal = {IEEE Transactions on Signal Processing},
year = 2019,
volume = {67},
number = {1},
pages = {110-119}
}
@ARTICLE{HRVnonG2018,
author = {H. Wendt and P. Abry and K. Kiyono and J. Hayano and E. Watanabe and Y. Yamamoto},
title = {Wavelet p-Leader Non Gaussian Multiscale Expansions for Heart Rate Variability Analysis in Congestive Heart Failure Patients},
journal = {IEEE T. Biomedical Engineering},
volume = {66},
number = {1},
pages = {80-87},
year = {2019},
note = {in press}
}
@article{abry2018bpee,
author = {Abry, P. and Spilka, J. and Leonarduzzi, R. and Chud\'{a}\v{c}ek, V. and Pustelnik, N. and Doret, M.},
title = {Sparse learning for Intrapartum fetal heart rate analysis},
year = 2018,
journal = {Biomedical Physics and Engineering Express},
volume = {4},
number = {},
pages = {2018},
}
@ARTICLE{jaffard2018acha,
title = {Multivariate multifractal analysis},
author = {Jaffard, S. and Seuret, S. and Wendt, H. and Leonarduzzi, R. and Roux, S. and Abry, P.},
journal = {Applied and Computational Harmonic Analysis},
volume = {},
number = {},
pages = {},
year = 2018,
note = {in press},
}
@ARTICLE{Leonarduzzi2017mim_scatt_hf,
author = {R. Leonarduzzi and P. Abry and H. Wendt and K. Kiyono and
Y. Yamamoto and E. Watanabe and J. Hayano},
title = {Scattering Transform of Heart Rate Variability for the
Prediction of Ischemic Stroke in Patients with Atrial
Fibrillation},
journal = {Methods of Information in Medicine},
volume = {57},
number = {3},
pages = {141--145},
year = {2018}
}
@ARTICLE{Pereira2017,
author = {Laurent Chevillard},
title = {On rough fractional Ornstein-Uhlenbeck processes, and their relevance to the modeling of fluid turbulence},
journal = {},
volume = {},
number = {},
pages = {},
url = {https://arxiv.org/abs/1705.10576},
year = {2017},
note = {submitted}
}
@ARTICLE{Pereira2017,
author = {Rodrigo M. Pereira and Luca Moriconi and Laurent Chevillard},
title = {A multifractal model for the velocity gradients dynamics in turbulent flows},
journal = {},
volume = {},
number = {},
pages = {},
url = {https://arxiv.org/abs/1705.09843},
year = {2017},
note = {submitted}
}
@ARTICLE{FConnect2017,
author = {Herwig Wendt and Gustavo Didier and Sébastien Combrexelle and Patrice Abry},
title = {Multivariate Hadamard self-similarity: testing fractal connectivity},
journal = {},
volume = {},
number = {},
pages = {},
url = {https://arxiv.org/pdf/1701.04366v1.pdf},
year = {2017},
note = {submitted}
}
@ARTICLE{RLpl32017,
author = {Roberto Leonarduzzi and Herwig Wendt and Patrice Abry and Stéphane Jaffard and Clothilde Melot},
title = {Finite resolution effects in p-leader multifractal analysis},
journal = {IEEE T. Signal Proces.},
volume = {65},
number = {13},
pages = {3359--3368},
url = {https://arxiv.org/pdf/1612.01430v2.pdf},
year = {2017}
}
@ARTICLE{ToNet2017,
author = {R. Fontunge and P. Abry and K. Fukuda and D. Veitch and K. Cho and P. Borgnat and H. Wendt},
title = {Scaling in Internet Traffic: a 14 year and 3 day longitudinal study, with multiscale analyses and random projections},
journal = {IEEE/ACM T. Networking},
volume = {25},
number = {4},
pages = {},
url = {https://arxiv.org/abs/1703.02005},
year = {2017}
}
@inproceedings{BonieceCAMSAP2019,
author = {C. Boniece and H. Wendt and G. Didier and P. Abry},
title = {Wavelet-based detection and estimation of fractional Levy signals in high dimensions},
booktitle = {Proc. IEEE Int. Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},
month = {Dec.},
year={2019},
address = {Guadeloupe, France}
}
@inproceedings{AbryCAMSAP2019,
author = {P. Abry and R. Leonarduzzi and H. Wendt and S. Jaffard and S. Seuret},
title = {A multivariate multifractal analysis of lacunary wavelet series},
booktitle = {Proc. IEEE Int. Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},
month = {Dec.},
year={2019},
address = {Guadeloupe, France}
}
@inproceedings{WassenhoveICA2019,
author = {V. van Wassenhove and D. LaRocca and D. Engemann and P. Ciuciu,},
title = {Temporal attention and comodulation in multisensory causal inference},
booktitle = {Proc. IEEE Int. Congress on Acoustics},
month = {Sept.},
year={2019},
address = {Aachen, Germany}
}
@INPROCEEDINGS{BonieceEUSIPCO2019,
author = {B.C. Boniece and G. Didier and H. Wendt and P. Abry},
title = {On Multivariate non-Gaussian Scale Invariance: Fractional Lévy Processes and Wavelet Estimation},
booktitle = {Proc. European Signal Processing Conference (EUSIPCO)},
address = {A Coruna, Spain},
month = {September},
year = {2019}
}
@INPROCEEDINGS{Wendt2019ICASSP,
author = {H. Wendt and P. Abry and G. Didier},
title = {Bootstrap-based bias reduction for the estimation of the self-similarity exponents of multivariate time series},
booktitle = {IEEE Int. Conf. Acoust., Speech, and Signal Proces. (ICASSP)},
address = {Brighton, UK},
month = {May},
year = {2019}
}
@INPROCEEDINGS{Didier2019ICASSP,
author = {G. Didier and H. Wendt and P. Abry},
title = {Detection and estimation of delays in bivariate self-similarity: bootstrapped complex wavelet coherence},
booktitle = {IEEE Int. Conf. Acoust., Speech, and Signal Proces. (ICASSP)},
address = {Brighton, UK},
month = {May},
year = {2019}
}
@INPROCEEDINGS{larocca2018eusipco,
author = {La Rocca, D. and Ciuciu, P and van Wassenhove, V. and Wendt, H. and Abry, P. and Leonarduzzi, R.},
title = {Scale-free Functional Connectivity Analysis\\ from Source Reconstructed MEG Data},
booktitle = {Proc. European Signal Proc. Conf. (EUSIPCO)},
year = 2018
}
@INPROCEEDINGS{leonarduzzi2018eusipco,
author = {Leonarduzzi, R. and Abry, P. and Roux, S. and Wendt, H. and
Jaffard,S. and Seuret, S.},
title = {On multifractal characterization for bivariate data},
booktitle = {Proc. European Signal Proc. Conf. (EUSIPCO)},
year = 2018
}
@inproceedings{WendtSSP2018,
author = {H. Wendt and P. Abry and G. Didier},
title = {Wavelet domain bootstrap for testing the equality of bivariate self-similarity exponents},
booktitle = {Proc. IEEE Workshop Statistical Signal Proces. (SSP)},
month = {June},
year={2018},
address = {Freiburg, Germany}
}
@inproceedings{AbrySSP2018,
author = {P. Abry and H. Wendt and G. Didier},
title = {Detecting and Estimating Multivariate Self-Similar Sources in High-Dimensional Noisy Mixtures},
booktitle = {Proc. IEEE Workshop Statistical Signal Proces. (SSP)},
month = {June},
year={2018},
address = {Freiburg, Germany}
}
@INPROCEEDINGS{wendt2018icassp,
author = {Wendt, H. and Leonarduzzi, R. and Abry, P. and Roux, S. and
Jaffard,S. and Seuret, S.},
title = {Assessing cross-dependencies using bivariate multifractal analysis},
booktitle = {Proc. IEEE Int. Conf. Acoust., Speech, and Signal (ICASSP)},
year = 2018
}
@INPROCEEDINGS{Wendt2018ISBI,
author = {H. Wendt and P. Ciuciu and P. Abry},
title = {Spatially regularized wavelet leader scale-free analysis of fMRI Data},
booktitle = {IEEE International Symposium on Biomedical Imaging (ISBI)},
address = {Washington D.C., USA},
month = {April},
year = {2018}
}
@INPROCEEDINGS{Ciuciu2017EMBC,
author = {P. Ciuciu and H. Wendt and S. Combrexelle and P. Abry},
title = {Spatially regularized multifractal analysis for fMRI Data},
booktitle = {International IEEE EMBS Conference (EMBC)},
address = {Jeju, South Korea},
month = {July},
year = {2017}
}
@INPROCEEDINGS{Combrexelle2017ICASSP,
author = {S. Combrexelle and H. Wendt and G. Didier and P. Abry},
title = {Multivariate Scale-free dynamics: Testing Fractal Connectivity},
booktitle = {IEEE Int. Conf. Acoust., Speech, and Signal Proces. (ICASSP)},
address = {New Orleans, USA},
month = {March},
year = {2017}
}
@INPROCEEDINGS{Leonarduzzi2017ICASSP,
author = {R. Leonarduzzi and P. Abry and S. Jaffard and H. Wendt and L. Gournay and T. Kyriacopoulou and C. Martineau and C. Martinez},
title = {P-Leader Multifractal Analysis for Text Type Identification},
booktitle = {IEEE Int. Conf. Acoust., Speech, and Signal Proces. (ICASSP)},
address = {New Orleans, USA},
month = {March},
year = {2017}
}