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ORCIDMaya Kallas
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Journal Articles
- 2022
[j3]José Ragot, Gilles Mourot, Maya Kallas:
A data driven fault isolation method based on reference faulty situations with application to a nonlinear chemical process. Int. J. Appl. Math. Comput. Sci. 32(4) (2022)- 2013
- [j2]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): 3066-3080 (2013) - [j1]Maya Kallas, Paul Honeine, Clovis Francis, Hassan Amoud:
Kernel autoregressive models using Yule-Walker equations. Signal Process. 93(11): 3053-3061 (2013)
Conference and Workshop Papers
- 2018
- [c9]Gilles Mourot, Maya Kallas, Kwami Anani, Didier Maquin:
Sparse Reconstruction-Based Contribution for Multiple Fault Isolation by KPCA. MED 2018: 691-696 - 2015
- [c8]Maya Kallas, Gilles Mourot, Didier Maquin, José Ragot:
Fault estimation of nonlinear processes using kernel principal component analysis. ECC 2015: 3197-3202 - 2014
- [c7]Fei Zhu, Paul Honeine, Maya Kallas:
Kernel nonnegative matrix factorization without the pre-image problem. MLSP 2014: 1-6 - 2012
- [c6]Maya Kallas, Paul Honeine, Cédric Richard, Clovis Francis, Hassan Amoud:
Prediction of time series using Yule-Walker equations with kernels. ICASSP 2012: 2185-2188 - [c5]Maya Kallas, Clovis Francis, Paul Honeine, Hassan Amoud, Cédric Richard:
Modeling electrocardiogram using Yule-Walker equations and kernel machines. ICT 2012: 1-5 - [c4]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: 1-5 - 2011
- [c3]Maya Kallas, Paul Honeine, Cédric Richard, Clovis Francis, Hassan Amoud:
Non-negative pre-image in machine learning for pattern recognition. EUSIPCO 2011: 931-935 - [c2]Lara Kanaan, Dalia Merheb, Maya Kallas, Clovis Francis, Hassan Amoud, Paul Honeine:
PCA and KPCA of ECG signals with binary SVM classification. SiPS 2011: 344-348 - [c1]Maya Kallas, Paul Honeine, Clovis Francis, Hassan Amoud:
A comparative study of pre-image techniques: The kernel autoregressive case. SiPS 2011: 379-384
Informal and Other Publications
- 2014
- [i1]Fei Zhu, Paul Honeine, Maya Kallas:
Kernel nonnegative matrix factorization without the curse of the pre-image. CoRR abs/1407.4420 (2014)
Coauthor Index
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