Maya Kallas

13 papers Misc 1Journal 4Unranked 8
YearRankTypeTitle / Venue / Authors
2022 J jnl
A data driven fault isolation method based on reference faulty situations with application to a nonlinear chemical process.
Int. J. Appl. Math. Comput. Sci.
José Ragot, Gilles Mourot, Maya Kallas
2018 — conf
Sparse Reconstruction-Based Contribution for Multiple Fault Isolation by KPCA.
MED
Gilles Mourot, Maya Kallas, Kwami Anani, Didier Maquin
2015 — conf
Fault estimation of nonlinear processes using kernel principal component analysis.
ECC
Maya Kallas, Gilles Mourot, Didier Maquin, José Ragot
2014 J jnl
Kernel nonnegative matrix factorization without the curse of the pre-image.
CoRR
Fei Zhu, Paul Honeine, Maya Kallas
2014 — conf
Kernel nonnegative matrix factorization without the pre-image problem.
MLSP
Fei Zhu, Paul Honeine, Maya Kallas
2013 J jnl
Kernel autoregressive models using Yule-Walker equations.
Signal Process.
Maya Kallas, Paul Honeine, Clovis Francis, Hassan Amoud
2013 J jnl
Non-negativity constraints on the pre-image for pattern recognition with kernel machines.
Pattern Recognit.
Maya Kallas, Paul Honeine, Cédric Richard, Clovis Francis, Hassan Amoud
2012 — conf
Modeling electrocardiogram using Yule-Walker equations and kernel machines.
ICT
Maya Kallas, Clovis Francis, Paul Honeine, Hassan Amoud, Cédric Richard
2012 — conf
Multi-class SVM classification combined with kernel PCA feature extraction of ECG signals.
ICT
Maya Kallas, Clovis Francis, Lara Kanaan, Dalia Merheb, Paul Honeine, Hassan Amoud
2012 Misc conf
Prediction of time series using Yule-Walker equations with kernels.
ICASSP
Maya Kallas, Paul Honeine, Cédric Richard, Clovis Francis, Hassan Amoud
2011 — conf
A comparative study of pre-image techniques: The kernel autoregressive case.
SiPS
Maya Kallas, Paul Honeine, Clovis Francis, Hassan Amoud
2011 — conf
Non-negative pre-image in machine learning for pattern recognition.
EUSIPCO
Maya Kallas, Paul Honeine, Cédric Richard, Clovis Francis, Hassan Amoud
2011 — conf
PCA and KPCA of ECG signals with binary SVM classification.
SiPS
Lara Kanaan, Dalia Merheb, Maya Kallas, Clovis Francis, Hassan Amoud, Paul Honeine