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Tao Pham Dinh
- > Home > Persons > Tao Pham Dinh
Publications
- 2022
- [j77]Hoai An Le Thi, Hoang Phuc Hau Luu, Hoai Minh Le, Tao Pham Dinh:
Stochastic DCA with Variance Reduction and Applications in Machine Learning. J. Mach. Learn. Res. 23: 206:1-206:44 (2022) - [e6]Hoai An Le Thi, Tao Pham Dinh, Hoai Minh Le:
Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 4th International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences - MCO 2021, Hanoi, Vietnam, 13-14 December 2021. Lecture Notes in Networks and Systems 363, Springer 2022, ISBN 978-3-030-92665-6 [contents] - 2020
- [e5]Hoai An Le Thi, Hoai Minh Le, Tao Pham Dinh, Ngoc Thanh Nguyen:
Advanced Computational Methods for Knowledge Engineering - Proceedings of the 6th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2019, Hanoi, Vietnam, December 19-20, 2019. Advances in Intelligent Systems and Computing 1121, Springer 2020, ISBN 978-3-030-38363-3 [contents] - [e4]Hoai An Le Thi, Hoai Minh Le, Tao Pham Dinh:
Optimization of Complex Systems: Theory, Models, Algorithms and Applications, WCGO 2019, World Congress on Global Optimization, Metz, France, 8-10 July, 2019. Advances in Intelligent Systems and Computing 991, Springer 2020, ISBN 978-3-030-21802-7 [contents] - 2015
- [j57]Hoai An Le Thi, Tao Pham Dinh, Hoai Minh Le, Xuan Thanh Vo:
DC approximation approaches for sparse optimization. Eur. J. Oper. Res. 244(1): 26-46 (2015) - [j56]Hoai An Le Thi, Le Hoai Minh, Tao Pham Dinh:
Feature selection in machine learning: an exact penalty approach using a Difference of Convex function Algorithm. Mach. Learn. 101(1-3): 163-186 (2015) - 2014
- [j49]Le Thi Hoai An, Le Hoai Minh, Pham Dinh Tao:
New and efficient DCA based algorithms for minimum sum-of-squares clustering. Pattern Recognit. 47(1): 388-401 (2014) - [j48]Tao Pham Dinh, Le Hoai Minh, Hoai An Le Thi, Fabien Lauer:
A Difference of Convex Functions Algorithm for Switched Linear Regression. IEEE Trans. Autom. Control. 59(8): 2277-2282 (2014) - [i1]Hoai An Le Thi, Tao Pham Dinh, Le Hoai Minh, Xuan Thanh Vo:
DC approximation approaches for sparse optimization. CoRR abs/1407.0286 (2014) - 2013
- [j45]Le Thi Hoai An, Le Hoai Minh, Tao Pham Dinh, Ngai Van Huynh:
Binary classification via spherical separator by DC programming and DCA. J. Glob. Optim. 56(4): 1393-1407 (2013) - [j44]Le Hoai Minh, Le Thi Hoai An, Tao Pham Dinh, Ngai Van Huynh:
Block Clustering Based on Difference of Convex Functions (DC) Programming and DC Algorithms. Neural Comput. 25(10): 2776-2807 (2013) - 2012
- [c26]Le Hoai Minh, Le Thi Hoai An, Pham Dinh Tao:
Gaussian Kernel Minimum Sum-of-Squares Clustering and Solution Method Based on DCA. ACIIDS (2) 2012: 331-340 - 2011
- [c23]Le Hoai Minh, Le Thi Hoai An, Pham Dinh Tao, Ngai Van Huynh:
An Efficient DCA for Spherical Separation. ACIIDS (2) 2011: 421-431 - 2010
- [j32]Le Hoai Minh, Le Thi Hoai An, Pham Dinh Tao, Pascal Bouvry:
A combined DCA: GA for constructing highly nonlinear balanced boolean functions in cryptography. J. Glob. Optim. 47(4): 597-613 (2010) - 2009
- [c12]Le Thi Hoai An, Le Hoai Minh, Pham Dinh Tao, Pascal Bouvry:
Solving the Perceptron Problem by deterministic optimization approach based on DC programming and DCA. INDIN 2009: 222-226 - 2008
- [j26]Le Thi Hoai An, Le Hoai Minh, Van Vinh Nguyen, Pham Dinh Tao:
A DC programming approach for feature selection in support vector machines learning. Adv. Data Anal. Classif. 2(3): 259-278 (2008) - [c11]Le Thi Hoai An, Le Hoai Minh, Nguyen Trong Phuc, Pham Dinh Tao:
Noisy Image Segmentation by a Robust Clustering Algorithm Based on DC Programming and DCA. ICDM 2008: 72-86 - [c5]Le Thi Hoai An, Le Hoai Minh, Van Vinh Nguyen, Pham Dinh Tao:
Combined feature selection and classification using DCA. RIVF 2008: 233-239 - 2007
- [j23]Le Thi Hoai An, Le Hoai Minh, Pham Dinh Tao:
Fuzzy clustering based on nonconvex optimisation approaches using difference of convex (DC) functions algorithms. Adv. Data Anal. Classif. 1(2): 85-104 (2007) - [j20]Le Thi Hoai An, Le Hoai Minh, Pham Dinh Tao:
Optimization based DC programming and DCA for hierarchical clustering. Eur. J. Oper. Res. 183(3): 1067-1085 (2007) - [c4]Le Thi Hoai An, Le Hoai Minh, Pham Dinh Tao:
Une nouvelle approche de la programmation DC et DCA pour la classification floue. EGC 2007: 703-714 - 2006
- [c3]Le Hoai Minh, Le Thi Hoai An, Tao Pham Dinh, Pascal Bouvry:
A Deterministic Optimization Approach for Generating Highly Nonlinear Balanced Boolean Functions in Cryptography. HPSC 2006: 381-391 - [c1]Le Hoai Minh, Le Thi Hoai An, Pham Dinh Tao:
Hierarchical Clustering Based on Mathematical Optimization. PAKDD 2006: 160-173
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