Xuan Thanh Vo

Engineering · Physical Sciences

6h-index306citations14works0.02yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(8), Advanced Optimization Algorithms Research(5), Statistical Methods and Inference(3), Optimization and Variational Analysis(2), Image and Signal Denoising Methods(2)

Publications14 total

DCA for robust principal component analysis
HAL (Le Centre pour la Communication Scientifique Directe)·2018
DC approximation approaches for sparse optimization
2016· 207 cited
Efficient Nonnegative Matrix Factorization by DC Programming and DCA
Neural Computation·2016· 11 cited
Robust Optimization for Clustering
Lecture notes in computer science·2016· 3 cited
Learning with sparsity and uncertainty by Difference of Convex functions optimization
2015· 4 citedOpen Access
Apprentissage avec la parcimonie et sur des données incertaines par la programmation DC et DCA
Publications Et Travaux Academiques de Lorraine (Universite de Lorraine)·2015Open Access
DC Approximation Approach for ℓ0-minimization in Compressed Sensing
Advances in intelligent systems and computing·2015· 7 cited
DC Programming and DCA for Dictionary Learning
Lecture notes in computer science·2015· 6 cited
DC approximation approaches for sparse optimization
European Journal of Operational Research·2014· 2 citedOpen Access
Feature selection for linear SVMs under uncertain data: Robust optimization based on difference of convex functions algorithms
Neural Networks·2014· 52 cited
DC approximation approaches for sparse optimization
arXiv (Cornell University)·2014Open Access
A Filter Based Feature Selection Approach in MSVM Using DCA and Its Application in Network Intrusion Detection
Lecture notes in computer science·2014· 4 cited
DC Programming and DCA for Nonnegative Matrix Factorization
Lecture notes in computer science·2014· 1 cited
Robust Feature Selection for SVMs under Uncertain Data
Lecture notes in computer science·2013· 9 cited

Frequent Co-authors

Hoai An Le Thi(11), Hoai Minh Le(5), Tao Pham Dinh(5), Tao Pham Dinh(4), Thi Bich Thuy Nguyen(2), Anh Vu Le(1), Ahmed Zidna(1)