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Maya Kallas
Publication Activity (10 Years)
Years Active: 2011-2018
Publications (10 Years): 2
Top Topics
Sparse Reconstruction
Autoregressive
Kernel Machines
Nonnegative Matrix
Top Venues
ICT
Pattern Recognit.
MLSP
MED
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Publications
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Gilles Mourot
,
Maya Kallas
,
Kwami Anani
,
Didier Maquin
Sparse Reconstruction-Based Contribution for Multiple Fault Isolation by KPCA.
MED
(2018)
Maya Kallas
,
Gilles Mourot
,
Didier Maquin
,
José Ragot
Fault estimation of nonlinear processes using kernel principal component analysis.
ECC
(2015)
Fei Zhu
,
Paul Honeine
,
Maya Kallas
Kernel nonnegative matrix factorization without the curse of the pre-image.
CoRR
(2014)
Fei Zhu
,
Paul Honeine
,
Maya Kallas
Kernel nonnegative matrix factorization without the pre-image problem.
MLSP
(2014)
Maya Kallas
,
Paul Honeine
,
Cédric Richard
,
Clovis Francis
,
Hassan Amoud
Non-negativity constraints on the pre-image for pattern recognition with kernel machines.
Pattern Recognit.
46 (11) (2013)
Maya Kallas
,
Paul Honeine
,
Clovis Francis
,
Hassan Amoud
Kernel autoregressive models using Yule-Walker equations.
Signal Process.
93 (11) (2013)
Maya Kallas
,
Paul Honeine
,
Cédric Richard
,
Clovis Francis
,
Hassan Amoud
Prediction of time series using Yule-Walker equations with kernels.
ICASSP
(2012)
Maya Kallas
,
Clovis Francis
,
Paul Honeine
,
Hassan Amoud
,
Cédric Richard
Modeling electrocardiogram using Yule-Walker equations and kernel machines.
ICT
(2012)
Maya Kallas
,
Clovis Francis
,
Lara Kanaan
,
Dalia Merheb
,
Paul Honeine
,
Hassan Amoud
Multi-class SVM classification combined with kernel PCA feature extraction of ECG signals.
ICT
(2012)
Lara Kanaan
,
Dalia Merheb
,
Maya Kallas
,
Clovis Francis
,
Hassan Amoud
,
Paul Honeine
PCA and KPCA of ECG signals with binary SVM classification.
SiPS
(2011)
Maya Kallas
,
Paul Honeine
,
Clovis Francis
,
Hassan Amoud
A comparative study of pre-image techniques: The kernel autoregressive case.
SiPS
(2011)
Maya Kallas
,
Paul Honeine
,
Cédric Richard
,
Clovis Francis
,
Hassan Amoud
Non-negative pre-image in machine learning for pattern recognition.
EUSIPCO
(2011)