Le Thi Hoai An
UFR MIM - Département Informatique
Directrice du LITA
Professeur des universités, membre Permanent du LITA.
Habilitée à diriger les recherches
Membre du conseil de laboratoire
equipe Optimisation, Apprentissage et Algorithmes
| Téléphone | 0387315441 |
|---|---|
| hoai-an.le-thi@univ-lorraine.fr | |
| Web | http://www.litan.univ-lorraine.fr/~lethi |
Publications
Articles dans des revues internationales ou nationales avec comité de lecture répertoriées par l'HCRES
| 2016 | DC programming and DCA for enhancing Physical Layer Security via Cooperative Jamming [] T.T. Tran, H.A. Le Thi, T. Pham Dinh Computers and Operation Research, Available online 18 November 2016, DOI:10.1016/j.cor.2016.11.003 |
| 2016 | DCA based algorithms for feature selection in multi-class support vector machine [] H.A. Le Thi, M.C. Nguyen Annals of Operations Research, Available online 04 October 2016, DOI: 10.1007/s10479-016-2333-y |
| 2016 | The challenge in managing new financial risks: adopting an heuristic or theoretical approach [ACL629] Pascal Damel, Hoai An Le Thi, Nadège Peltre Annals of Operations Research, pp 1-18, First online: 10 June 2016 |
| 2016 | DC programming approaches for discrete portfolio optimization under concave transaction costs [ACL8] Tao Pham Dinh, Hoai An Le Thi, Viet Nga Pham, Yi-Shuai Niu Optimization Letters, Volume 10, Issue 2, pp. 261-282, February 2016 |
| 2016 | Efficient approaches for l2-l0 regularization and applications to feature selection in SVM [ACL117] Hoai An Le Thi, Tao Pham Dinh, Mamadou Thiao to appear in Applied Intelligence. |
| 2016 | Efficient Nonegative Matrix Factorization by DC programming and DCA [ACL118] Hoai An Le Thi, Xuan Thanh Vo, Tao Pham Dinh Neural Computation June 2016, Vol. 28, No. 6, Pages 1163-1216 |
| 2016 | DC Programming and DCA for Sparse Fisher Linear Discriminant Analysis [ACL119] Hoai An Le Thi, Duy Nhat Phan Neural Computing and Applications, First Online: 11 February 2016 DOI: 10.1007/s00521-016-2216-9 |
| 2016 | DC programming and DCA for sparse optimal scoring problem [ACL120] Hoai An Le Thi, Duy Nhat Phan Neurocomputing186 (2016)170–181. |
| 2016 | DC programming and DCA for solving Brugnano–Casulli piecewise linear systems [ACL628] Tao Pham Dinh, Vinh Thanh Ho, Hoai An Le Thi Computers & Operations Research, doi:10.1016/j.cor.2016.04.005, Available online 13 May 2016 |
| 2016 | Error Bounds Via Exact Penalization with Applications to Concave and Quadratic Systems [ACL630] Hoai An Le Thi, Huynh Van Ngai, Tao Pham Dinh Journal of Optimization Theory and Applications, pp 1-23, First online: 22 June 2016 |
| 2015 | Massive Classi?cation with Support Vector Machines. [ACL3] T.N. Do, H.A. Le Thi T. Computational Collective Intelligence 18 : 1-19 (2015) |
| 2015 | DC approximation approaches for sparse optimization. [ACL4] Le Thi Hoai An, Pham Dinh Tao, Le Hoai Minh, Vo Xuan Thanh European Journal of Operational Research, Volume 244, Issue 1, 1 July 2015, Pages 26–46. |
| 2015 | Sparse Semi-Supervised Support Vector Machines by DC Programming and DCA. [ACL5] Le Hoai Minh, Le Thi Hoai An, Nguyen Manh Cuong Neurocomputing 153: 62-76 (2015). |
| 2015 | Optimality conditions and Duality for Nondifferentiable Multiobjective Semi-Infinite Programming Problems with Generalized C(alpha,beta,d)-convexity [ACL6] K. Mishra, M. Jaiswal, Le Thi Hoai An Journal of Systems Science and Complexity 28(1) 47-59 (2015) |
| 2015 | New quadratic lower bound for Multivariate functions in global optimization. [ACL7] M. Ouanes, H.A. Le Thi, A. Zidna Mathematics and Computers in Simulation, 109: 197-211 (2015). |
| 2014 | A DC programming approach for finding Communities in networks. [ACL13] Le Thi Hoai An, Nguyen Manh Cuong, Pham Dinh Tao Neural Computation, Vol. 26, Num. 12, pp. 2827-2854, 2014. |
| 2014 | Feature Selection for linear SVMs under Uncertain Data: Robust optimization based on Difference of Convex functions Algorithms. [ACL14] Le Thi Hoai An, Vo Xuan Thanh, Pham Dinh Tao Neural Networks, Vol. 59, pp. 36-50, 2014. |
| 2014 | Self-Organizing Maps by Difference of Convex functions optimization. [ACL15] Le Thi Hoai An, Nguyen Manh Cuong Data Mining and Knowledge Discovery, Volume 28, Issue 5-6, pp. 1336-1365, September 2014. |
| 2014 | Lagrange Multiplier Characterizations of Solution Sets of Constrained Nonsmooth Pseudolinear Optimization Problems. [ACL16] S. K. Mishra, B. B. Upadhyay, Le Thi Hoai An J. Optimization Theory and Applications, 160(3): 763-777, 2014. |
| 2014 | New and efficient algorithms for transfer prices and inventory holding policies in two-enterprise supply chains [ACL17] Le Thi Hoai An, Tran Duc Quynh Journal of Global Optimization, 60(1): 5-24, 2014. |
| 2014 | Feature Selection in machine learning: an exact penalty approach using a Difference of Convex functions Algorithm. [ACL18] Le Thi Hoai An, Le Hoai Minh, Pham Dinh Tao Machine Learning, published online 04 Jul, 2014, DOI :10.1007/s10994-014-5455-y. |
| 2014 | Globally convergent DC trust-region methods. [ACL19] Hoai An Le Thi, Van Ngai Huynh, Tao Pham Dinh, A. Ismael F. Vaz, L. N. Vicente Journal of Global Optimization, pp. 1-17, Springer US, March 2014. |
| 2014 | Recent advances in DC programming and DCA [ACL20] Pham Dinh Tao, Le Thi Hoai An Transactions on Computational Collective Intelligence, volume 8342, pp. 1-37, 2014. |
| 2014 | Nature-Inspired Intelligent Optimisation using the Bees Algorithm [ACL21] Duc Truong Pham, Marco Castellani, Hoai An Le Thi Transactions on Computational Collective Intelligence, volume 8342, pp. 38-69, 2014. |
| 2014 | A Difference of Convex Functions Algorithm for Switched Linear Regression [ACL22] Pham Dinh Tao, Le Hoai Minh, Le Thi Hoai An, Fabien Lauer IEEE Transactions on automatic control, pp. 1-6, 2014. |
| 2014 | A DC programming approach for planning a multisensor multizone search for a target [ACL23] Le Thi Hoai An, Duc Manh Nguyen, Tao Pham Dinh Computers & Operations Research, 41: 231-239, 2014. |
| 2014 | New and efficient DCA based algorithms for Minimum Sum-of-Squares Clustering [ACL24] Le Thi Hoai An, Le Hoai Minh, Pham Dinh Tao Pattern Recognition, 47(1): 388-401, 2014. |
| 2014 | A Difference of Convex functions Algorithm for Optimal Scheduling and real-time assignment of preventive maintenance jobs on parallel processors [ACL25] Le Thi Hoai An, Tran Duc Quynh, Kondo Hloindo Adjallah JIMO - Journal of Industrial and Management Optimization 10(1), pp. 243 - 258, 2014. |
| 2014 | Long-Short Portfolio Optimization Under Cardinality Constraints by Difference of Convex Functions Algorithm. [ACL26] Hoai An Le Thi, Mahdi Moeini Journal of Optimization Theory & Applications, volume 161, number 1, pp. 199-224, 2014. |
| 2014 | Computing real roots of a polynomial by branch and bound and branch and reduce algorithms [ACL27] Le Thi Hoai An, Mohand Ouanes, Ahmed Zidna Yugoslav Journal of Operations Research, volume 24 (1), pp. 1-17, 2014. |
| 2013 | Binary classification via spherical separator by DC programming and DCA [ACL31] Le Thi Hoai An, Le Hoai Minh, Tao Pham Dinh, Ngai Van Huynh Journal Global Optimization, 56(4): 1393-1407, 2013. |
| 2013 | DC programming in Communication Systems: challenging problems and methods [ACL32] Le Thi Hoai An, Pham Dinh Tao Vietnam Journal of Computer Science, Volume 1, Issue 1, pp. 15-28, Springer, 2013. |
| 2013 | DCA based algorithms for Multiple Sequence Alignment (MSA) [ACL33] Le Thi Hoai An, Pham Dinh Tao, T. Belghiti Central European Journal of Operations Research, pp. 1-24, 2013. |
| 2013 | Optimizing a multi-stage production/inventory system by DC programming based approaches [ACL34] Le Thi Hoai An, Tran Duc Quynh Computational Optimization and Applications, 57(2): 441-468, 2013. |
| 2013 | Learning sparse classifiers with Difference of Convex functions Algorithms [ACL35] Cheng Soon Ong, Le Thi Hoai An Optimization Methods and Software, volume 28:4, pp. 830-854, 2013. |
| 2013 | Block Clustering based on DC programming and DCA [ACL36] Le Hoai Minh, Le Thi Hoai An, Pham Dinh Tao, Huynh Van Ngai NECO Neural Computation, Vol 25, Num. 10, pp. 2776-2807, 2013. |
| 2012 | A DC programming approach for solving the symmetric Eigenvalue Complementarity Problem [ACL45] Le Thi Hoai An, Mahdi Moeini, Tao Pham Dinh, Joaquim Júdice Computational Optimization and Applications, 51(3): 1097-1117, 2012. |
| 2012 | The Subgradient Extragradient Method Extended to Equilibrium Problems [ACL46] P.N. Anh, Le Thi Hoai An Optimization journal, pp. 1-24, 2012. |
| 2012 | Solving the Multidimensional Assignment Problem by a Cross-Entropy method [ACL47] Duc Manh Nguyen, Hoai An Le Thi, Tao Pham Dinh Journal of Combinatorial Optimization, DOI 10.1007/s10878-012-9554-z, pp. 1-16, Online first October 2012. |
| 2012 | An Armijo-type method for pseudomonotone equilibrium problems and its applications [ACL48] P.N. Anh, Le Thi Hoai An Journal of Global Optimization, volume 57, number 3, pp. 803-820, 2012. |
| 2012 | Single straddle carrier routing problem in port container terminals: mathematical model and solving approaches [ACL49] Babacar Mbaye Ndiaye, Hoai An Le Thi, Tao Pham Dinh International Journal of Intelligent Information and Database Systems IJIIDS, volume 6(6), pp. 532-554, 2012. |
| 2012 | A DC programming approach for a class of bilevel programming problems and its application in portfolio selection [ACL50] Le Thi Hoai An, Pham Dinh Tao, Tran Duc Quynh NACO Numerical Algebra, Control and Optimization, Volume 2, Issue 1, pp. 167 – 185, 2012. |
| 2012 | Solving Partitioning-Hub Location-Routing Problem using DCA [ACL51] Anh Son Ta, Hoai An Le Thi, Djamel Khadraoui, Tao Pham Dinh Journal of Industrial and Management Optimization, volume 8, num 1, pp. 87-102, 2012. |
| 2012 | Efficient DC Programming Approaches for Asymmetric Eigenvalue Complementarity Problem [ACL52] Y.S. Niu, T. Pham Dinh, H.A. Le Thi, J. Judice Optimization Methods and Software, volume 28(4), pp. 812-829, 2012. |
| 2012 | A new decomposition algorithm for globally solving mathematical programs with affine equilibrium constraints [ACL53] L. D. Muu, Q. Tran Dinh, H.A. Le Thi, T. Pham Dinh Acta Mathematica Vietnamica, volume 37, No 2, pp. 201-218, 2012. |
| 2012 | Exact penalty and error bounds in DC programming [ACL54] Le Thi Hoai An, Pham Dinh Tao, Huynh Van Ngai Journal of Global Optimization, volume 52(3): pp. 509-535, 2012. |
| 2012 | Optimizing radial basis functions by D.C. programming and its use in direct search for global derivative-free optimization [ACL55] Le Thi Hoai An, A. I. F. Vaz, L. N. Vicente TOP (journal of the Spanish Society of Statistics and Operations Research), Volume 20, Issue 1, pp. 190-214, 2012. |
| 2012 | Solving the Minimum m-Dominating Set problem by a Continuous Optimization Approach based on DC Programming and DCA [ACL56] J. Schleich, Le Thi H.A, Bouvry P. Journal of Combinatorial Optimization, 24(4): 397-412, 2012. |
| 2012 | Solving Continuous Min Max Problem for Single Period Portfolio Selection with Discrete Constraints by DCA [ACL57] Le Thi Hoai An, Tran Duc Quynh Optimization journal, 61(8): 1025-1038, 2012. |
| 2012 | Behavior of DCA sequences for solving the trust-region subproblem [ACL58] Le Thi Hoai An, Pham Dinh Tao, Nguyen Dong Yen Journal of Global Optimization, 53(2): 317-329, 2012. |
| 2012 | Nonsmooth semi-infinite programming problem using limiting subdifferentials [ACL59] S. K. Mishra, M. Jaiswal, H.A. Le Thi Journal of Global Optimization, 53(2): 285-296, 2012. |
| 2012 | A DC programming approach for solving the symmetric Eigenvalue Complementarity Problem [ACL60] Le Thi Hoai An, Moeini Madhi, Pham Dinh Tao, Joaquim Judice Computational Optimization and Applications, 51(3): 1097-1117, 2012. |
| 2012 | Duality for nonsmooth semi-infinite programming problems [ACL61] S. K. Mishra, M. Jaiswal, H.A. Le Thi Optimization Letters, 6(2): 261-271, 2012. |
| 2012 | Globally solving a Nonlinear UAV Task Assignment Problem by stochastic and deterministic optimization approaches [ACL62] Le Thi Hoai An, Nguyen Duc Manh, Pham Dinh Tao Optimization Letters, 6(2): 315-329, 2012. |
| 2012 | A modified classical algorithm ALPT4C for solving a capacitated four-index transportation problem [ACL63] Aaid Djamel, Noui Amel, Le Thi Hoai An, Zidna Ahmed Acta Mathematica Vietnamica, volume 37(3), pp. 379-390, 2012. |
| 2011 | On Solving Linear Complemetarity Problems by DC programming and DCA [ACL66] Le Thi Hoai An, Pham Dinh Tao Computational Optimization and Applications, 50(3): 507-524, 2011. |
| 2011 | New formulations of the multiple sequence alignment problem [ACL67] Tiru S. Arthanari, Hoai An Le Thi Optimization Letter, 5(1): 27-40, 2011. |
| 2011 | Properties of two DC algorithms in quadratic programming [ACL68] Le Thi Hoai An, Pham Dinh Tao, Nguyen Dong Yen Journal of Global Optimization, 49(3): 481-495, 2011. |
Articles dans les proceedings de conférences internationales avec comité de lecture
| 2016 | Robust Optimization for Clustering [ACTI102] Xuan Thanh Vo, Hoai An Le Thi, Tao Pham Dinh ACIIDS (2) 2016: 671-680, Lecture Note in Computer Science, Springer 2016 |
| 2016 | DC programming and DCA for enhancing Physical Layer Security via Relay Beamforming Strategies [ACTI104] Tran Thi Thuy, Nguyen Nhu Tuan, Le Thi Hoai An, Alain Gély ACIIDS (2) 2016: 640-650, Lecture Note in Computer Science LNCS, Springer 2016. |
| 2016 | Online DC optimization for Online Binary Linear Classication [ACTI103] Ho Vinh Thanh, Le Thi Hoai An, Bui Dinh Chien ACIIDS (2) 2016: 661-670, Lecture Note in Computer Science LNCS, Springer 2016 |
| 2016 | DC Programming and DCA for Transmit Beamforming and Power Allocation in Multicasting Relay Network [ACTI631] Hoai An Le Thi, Thi Thuy Tran, Tao Pham Dinh, Alain Gély in Advanced Computational Methods for Knowledge Engineering Volume 453 of the series Advances in Intelligent Systems and Computing pp 29-41 |
| 2016 | Solving an Infinite-Horizon Discounted Markov Decision Process by DC Programming and DCA [ACTI632] Vinh Thanh Ho, Hoai An Le Thi ICCSAMA 2016: 43-55, Advances in Intelligent Systems and Computing 453, Springer 2016, ISBN 978-3-319-38883-0. |
| 2016 | A DC Programming Approach to the Continuous Equilibrium Network Design Problem [ACTI633] Thi Minh Tam Nguyen, Hoai An Le Thi ICCSAMA 2016: 3-16, Advances in Intelligent Systems and Computing 453, Springer 2016, ISBN 978-3-319-38883-0 |
| 2015 | DC Programming and DCA for Dictionary Learning [ACTI3] Xuan Thanh Vo, Hoai An Le Thi, Thi Bich Thuy Nguyen, Tao Pham Dinh in Computational Collective Intelligence Technologies and Application, LNAI, Springer 2015. |
| 2015 | A DC Programming Approach for Sparse Optimal Scoring [ACTI4] Hoai An Le Thi, Phan Duy Nhat in Advances in Knowledge Discovery and Data Mining PAKDD (2) 2015: 435-446, LNCS Springer 2015. |
| 2015 | An Improvement of Stability Based Method to Clustering [ACTI5] Ta Minh Thuy, Le Thi Hoai An in "Advanced Computational Methods for Knowledge Engineering", Advances in Intelligent Systems and Computing AISC 358, pp. 57-68, Springer 2015 |
| 2015 | DC Programming and DCA for a Novel Resource Allocation Problem in Emerging Area of Cooperative Physical Layer Security [ACTI6] Thi Thuy Tran, Hoai An Le Thi, Tao Pham Dinh in "Advanced Computational Methods for Knowledge Engineering", Advances in Intelligent Systems and Computing AISC 358, pp. 57-68, Springer 2015. |
| 2015 | DC Approximation Approach for ?0-minimization in Compressed Sensing [ACTI7] Thi Bich Thuy Nguyen, Hoai An Le Thi, Hoai Minh Le, Xuan Thanh Vo in "Advanced Computational Methods for Knowledge Engineering", Advances in Intelligent Systems and Computing AISC 358, pp. 37-48, Springer 2015. |
| 2015 | Solving the Quadratic Eigenvalue Complementarity Problem by DC Programming [ACTI8] Yi-Shuai Niu, Joaquim Júdice, Hoai An Le Thi, Tao Pham Dinh in "Modelling, Computation and Optimization in Information and Management Sciences", Advances in Intelligent Systems and Computing AISC 359, pp. 203-214, Springer 2015. |
| 2015 | Solving Relaxation Orienteering Problem Using DCA-CUT [ACTI9] Anh Son Ta, Hoai An Le Thi, Trong Sy Ha in "Modelling, Computation and Optimization in Information and Management Sciences", Advances in Intelligent Systems and Computing AISC 359, pp. 191-202, Springer 2015. |
| 2015 | A DC Programming Approach for Sparse Estimation of a Covariance Matrix [ACTI10] Duy Nhat Phan, Hoai An Le Thi, Tao Pham Dinh in "Modelling, Computation and Optimization in Information and Management Sciences", Advances in Intelligent Systems and Computing AISC 359, pp. 131-142, Springer 2015. |
| 2015 | A Based-DC Programming Approach for Planning a Multisensor Multizone Search for a Moving Target [ACTI11] Hoai An Le Thi, Duc Manh Nguyen, Tao Pham Dinh in "Modelling, Computation and Optimization in Information and Management Sciences", Advances in Intelligent Systems and Computing AISC 359, pp. 107-118, Springer 2015. |
| 2015 | New Underestimator for Univariate Global Optimization [ACTI12] M Ouanes, HA Le Thi, A Zidna Modelling, Computation and Optimization in Information Systems and Management Sciences. Advances in Intelligent Systems and Computing Volume 359, 2015, pp 403-410 |
| 2014 | DC Programming and DCA for Nonnegative Matrix Factorization. [ACTI17] Le Thi Hoai An, Tao Pham Dinh, Xuan Thanh Vo In D. Hwang, Jason J. Jung, N.T. Nguyen (Eds.): Computational Collective Intelligence. Technologies and Applications (ICCCI 2014). Lecture Notes in Computer Science, ISBN 978-3-319-11288-6: 573-582, Springer 2014. |
| 2014 | The Confrontation of Two Clustering Methods in Portfolio Management: Ward [ACTI18] Hoai An Le Thi, Pascal Damel, Nadège Peltre, Nguyen Trong Phuc In T.V. Do et al. (Eds.): Advanced Computational Methods for Knowledge Engineering (ICCSAMA 2014). Advances in Intelligent Systems and Computing ISBN 978-3-319-06568-7, pp. 87-98, Springer 2014. |
| 2014 | A DC Programming Approach for Sparse Linear Discriminant Analysis. [ACTI19] Phan Duy Nhat, Nguyen Manh Cuong, Le Thi Hoai An In T.V. Do et al. (Eds.): Advanced Computational Methods for Knowledge Engineering (ICCSAMA 2014).Advances in Intelligent Systems and Computing ISBN 978-3-319-06568-7, pp. 65-74, Springer 2014. |
| 2014 | DC Programming and DCA for General DC Programs. [ACTI20] Hoai An Le Thi, Van Ngai Huynh, Tao Pham Dinh In T.V. Do et al. (Eds.): Advanced Computational Methods for Knowledge Engineering (ICCSAMA 2014). Advances in Intelligent Systems and Computing ISBN 978-3-319-06568-7, pp. 15-35, Springer 2014. |
| 2014 | A Collaborative Metaheuristic Optimization Scheme: Methodological Issues. [ACTI21] Mohammed Yagouni, Hoai An Le Thi In T.V. Do et al. (Eds.): Advanced Computational Methods for Knowledge Engineering (ICCSAMA 2014).Advances in Intelligent Systems and Computing ISBN 978-3-319-06568-7, pp. 3-14, Springer 2014. |
| 2014 | DC Programming and DCA for Portfolio Optimization with Linear and Fixed Transaction Costs. [ACTI22] Tao Pham Dinh, Viet Nga Pham, Hoai An Le Thi In N.T. Thanh et al. (Eds.): Intelligent Information and Database Systems (ACIIDS 2014).Lecture Notes in Computer Science, volume 8398, ISBN 978-3-319-05457-5, pp. 392-402, Springer 2014. |
| 2014 | A Filter Based Feature Selection Approach in MSVM Using DCA and Its Application in Network Intrusion Detection. [ACTI23] Hoai An Le Thi, Anh Vu Le, Xuan Thanh Vo, Ahmed Zidna In N.T. Thanh et al. (Eds.): Intelligent Information and Database Systems (ACIIDS 2014).Lecture Notes in Computer Science, volume 8398, ISBN 978-3-319-05457-5, pp. 403-413, Springer 2014. |
| 2013 | An Efficient Clustering Method for Massive Dataset Based on DC Programming and DCA Approach. [ACTI26] Minh Thuy Ta, Hoai An Le Thi, Lydia Boudjeloud-Assala In M. Lee et al. (Eds.): Neural Information Processing (ICONIP 2013), Lecture Notes in Computer Science, volume 8227, pp 538-545, 2013. |
| 2013 | A novel approach to automated cell counting based on DCA. [ACTI27] Le Thi Hoai An, Le Minh Tam, Nguyen Bich Thuy In Costin Badica, Ngoc Thanh Nguyen, and Marius Brezovan (Eds): Computational Collective Intelligence. Technologies and Applications (ICCCI 2013), Lecture Notes in Computer Science, volume 8083 ISBN 978-3-642-40494-8, pp. 336-345, Springer 2013. |
| 2013 | DCA based algorithms for feature selection in Semi-Supervised Support Vector Machines. [ACTI28] Hoai Minh Le, Hoai An Le Thi, Manh Cuong Nguyen In P. Perner (Ed): Machine Learning and Data Mining in Pattern Recognition (MLDM 2013). Lecture Notes in Computer Science, volume 7988, pp. 528-542, Springer 2013. |
| 2013 | Robust Feature Selection for SVMs under Uncertain Data. [ACTI29] Hoai An Le Thi, Xuan Thanh Vo, Tao Pham Dinh In P. Perner (Ed): Advances in Data Mining. Applications and Theoretical Aspects (ICDM 2013), Lecture Notes in Computer Science, volume 7987, pp. 151–165, Springer 2013. |
| 2013 | Clustering data streams over sliding windows by DCA. [ACTI30] Minh Thuy Ta, Hoai An Le Thi, Lydia Boudjeloud-Assala In N.T. Nguyen et al. (Eds.): Advanced Computational Methods for Knowledge Engineering (ICCSAMA 2013), Studies in Computational Intelligence, volume 479, pp. 65-75, Springer 2013. |
| 2013 | Image Segmentation via Feature Weighted Fuzzy Clustering by a DCA based algorithm. [ACTI31] Hoai Minh Le, Bich Thuy Nguyen Thi, Minh Thuy Ta, Hoai An Le Thi In N.T. Nguyen et al. (Eds.): Advanced Computational Methods for Knowledge Engineering (ICCSAMA 2013), Studies in Computational Intelligence, volume 479, pp 52-63, Springer 2013. |
| 2013 | Efficient algorithms for Feature Selection in Multi-class Support Vector Machine. [ACTI32] Hoai An Le Thi, Manh Cuong Nguyen In N.T. Nguyen et al. (Eds.): Advanced Computational Methods for Knowledge Engineering (ICCSAMA 2013), Studies in Computational Intelligence, volume 479, pp. 41-52, Springer 2013. |
| 2013 | A DC programming framework for portfolio selection by minimizing the transaction costs. [ACTI33] Pham Viet Nga, Le Thi Hoai An, Pham Dinh Tao In N.T. Nguyen et al. (Eds.): Advanced Computational Methods for Knowledge Engineering (ICCSAMA 2013), Studies in Computational Intelligence, volume 479, pp 31-40, Springer 2013. |
| 2013 | DC Programming and DCA Based Cross-layer Optimization in Multi-hop TDMA Networks. [ACTI34] Le Thi Hoai An, Nguyen Quang Thuan, Phan Tran Khoa, Pham Dinh Tao In A. Selamat et al. (Eds.): Intelligent Information and Database Systems (ACIIDS 2013), Lecture Notes in Computer Science, volume 7803, pp. 398-408, 2013. |
| 2013 | Sparse signal recovery by Difference of Convex functions Algorithms. [ACTI35] Hoai An Le Thi, Bich Thuy Nguyen, Hoai Minh Le In A. Selamat et al. (Eds.): Intelligent Information and Database Systems (ACIIDS 2013), Lecture Notes in Computer Science, volume 7803, pp. 387-397, 2013. |
| 2012 | Network Utility Maximisation: a DC programming approach for Sigmoidal Utility function [ACTI39] Le Thi Hoai An, Pham Dinh Tao Proceedings of IEEE conference Advance Technologies for Communications ATC'13 Ho Chi Minh city, 5 pages (published by IEEEXplore), october 16-18, 2013. |
| 2012 | DC Programming and DCA for clustering using weighted dissimilarity measures [ACTI40] Le Hoai Minh, Ta Minh Thuy, Le Thi Hoai An, Pham Dinh Tao Proceedings of the 5th NIPS Workshop on Optimization for Machine Learning, Lake Tahoe, Nevada, USA, 4 pages, December 2012. |
| 2012 | A distributed algorithm solving multiobjective dynamic car pooling problem [ACTI41] A.S Ta, H. A Le Thi, T. Pham Dinh, D. Khadraoui Proceeding International Conference on Computer and Informatic Science, Kuala Lumpur, Malaysia, (Published by IEEEXplore), 6 pages, 11-14 June 2012. |
| 2012 | Solving many to many multicast qos routing problem using dca and proximal decomposition technique [ACTI42] A.S Ta, H. A Le Thi, T. Pham Dinh, D. Khadraoui In Proceeding International Conference on Computing, Networking and Communications, Hawaii, American,pages 809-814, (published by IEEEXplore), 30 January-2 February 2012. |
| 2012 | Solving Nurse Rostering Problems by a Multiobjective Programming Approach. [ACTI43] Viet Nga Pham, Hoai An Le Thi, Tao Pham Dinh In N.T. Nguyen et al. (Eds.): Computer and Computational Intelligence. Technologies and Applications (ICCCI 2012), Lecture Note in Computer Science, volume 7653, pp. 544-552, 2012. |
| 2012 | Clustering Data Stream by a Sub-window Approach Using DCA. [ACTI44] Minh Thuy Ta, Hoai An Le Thi, Lydia Boudjeloud-Assala In P. Perner (Ed.): Machine Learning and Data Mining in Pattern Recognition (MLDM 2012), Lecture Note in Computer Science, volume 7376, pp. 279-292, 2012. |
| 2012 | Gaussian Kernel Minimum Sum-of-Squares Clustering and Solution Method based on DCA. [ACTI45] Le Hoai Minh, Le Thi Hoai An, Pham Dinh Tao In J.-S. Pan et al. (Eds.): Intelligent Information and Database Systems (ACIIDS 2012), Lecture Note in Computer Science, volume 7197, pp 331-340, Springer Verlag 2012. |
| 2012 | DC Programming and DCA for Large-scale Two-dimensional Packing Problems. [ACTI46] Babacar Mbaye Ndiaye, Le Thi Hoai An, Pham Dinh Tao, Yi Shuai Niu In J.-S. Pan et al. (Eds.): Intelligent Information and Database Systems (ACIIDS 2012), Lecture Note in Computer Science, volume 7197, pp 321-330, Springer Verlag, 2012. |
| 2012 | Network Intrusion Detection Based on Multi-Class Support Vector Machine. [ACTI47] Anh Vu Le, Hoai An Le Thi, Manh Cuong Nguyen, Ahmed Zidna In N.T. Nguyen et al. (Eds.): Computer and Computational Intelligence. Technologies and Applications (ICCCI 2012), Lecture Note in Computer Science, volume 7653, pp. 536-543, 2012. |
| 2012 | The confrontation of two clustering methods in portfolio management: Ward’s method versus DCA method [ACTI100] Hoai An Le Thi, Pascal Damel, Nadège Peltre, Nguyen Trong Phuc International Symposium in Computational Economics and Finance mars 2012 |
| 2011 | Détection de communautés: une approche par programmation DC [ACTI51] B. Conan-Guez, Hoai An Le Thi, Manh Cuong Nguyen, Tao Pham Dinh Dans les Actes des XVIII rencontres de la Société Francophone de Classification, Orléans, France, SFC'11, 4 pages, Septembre 2011. |
| 2011 | A Cross-Entropy Method for Value-at-Risk constrained Optimization. [ACTI53] Duc Manh Nguyen, Hoai An Le Thi, Tao Pham Dinh In N.T. Nguyen et al. (Eds.): Intelligent Information and Database Systems (ACIIDS 2011), Lecture Note in Computer Science, volume 6592, pp. 442-451, Springer Verlag 2011. |
| 2011 | Solving an inventory routing problem in supply chain by DC programming and DCA. [ACTI54] Quang Thuan Nguyen, Hoai An Le Thi In N.T. Nguyen et al. (Eds.): Intelligent Information and Database Systems (ACIIDS 2011), Lecture Note in Computer Science, volume 6592, pp 432-441, Springer Verlag, 2011. |
| 2011 | An efficient DCA for spherical separation [ACTI55] Le Hoai Minh, Le Thi Hoai An, Pham Dinh Tao, Huynh Van Ngai In N.T. Nguyen et al. (Eds.): Intelligent Information and Database Systems (ACIIDS 2011), Lecture Note in Computer Science, volume 6592, pp 421-431, Springer Verlag 2011. |
| 2011 | Solving Car Pooling Problem using DCA [ACTI56] Ta Anh Son, Le Thi Hoai An, Gérald Arnould, Djamel Khadraoui, Pham Dinh Tao Proceeding of Global Information Infrastructure Symposium (GIIS 2011), 6 pages (published by IEEE Xplore), Danang 4-6 August 2011. |
| 2011 | Power control by DC programming and DCA [ACTI57] Ta Anh Son, Le Thi Hoai An, Pham Dinh Tao In the proceedings of International Conference on Industrial Engineering and Systems Management IESM 2011, 8 pages, May 25-27 2011. |
| 2011 | A fast and scalable algorithm for a multi-stage manufacturing problem [ACTI58] Tran Duc Quynh, Le Thi Hoai An In the proceedings of International Conference on Industrial Engineering and Systems Management IESM 2011, 8 pages, May 25-27 2011. |
| 2011 | A DC programming approach for the constrained two-dimensional non-guillotine cutting problem [ACTI59] Mahdi Moeini, Hoai An Le Thi In the proceedings of International Conference on Industrial Engineering and Systems Management IESM 2011, 8 pages, May 25-27 2011. |
Conférences données à l'invitation du Comité d'organisation dans un congrès national ou international.
| 2015 | DC programming and DCA in Machine Learning and Data Mining [INV1] Le Thi Hoai An CIM Workshop on Machine Learning, October 8-9, 2015, Uppsala, Sweden |
| 2014 | DC programming and DCA [INV2] Le Thi Hoai An invited speaker in the International Conference “Optimization and Scientific Computing”, Bavi, Hanoi 24-26 April, 2014. |
| 2013 | DC programming and DCA in Data Mining and Machine Learning [INV3] Le Thi Hoai An invited speaker in the International Conference “Statistic and its interactions with other disciplines”, Ho Chi Minh city June 5-7, 2013. |
| 2013 | DC programming and DCA: Theory, Algorithms and Applications [INV4] Le Thi Hoai An Invited speaker (tutorial) in the XXVI EURO - INFORMS Joint International Conference: "All roads lead to OR", Rome on July 1-4, 2013. |
| 2011 | Plenary Lecture [INV5] Pham Duc Truong, Le Thi Hoai An in International Conference on Industrial Engineering and Systems Management IESM 2011. |
| 2011 | DC programming and DCA for real world nonconvex programming problems [INV6] Le Thi Hoai An Plenary Lecture in International Conference on Optimization and Its Applications, Banaras Hindu University-India, February 16-18, 2011. |
Communications orales sans actes dans un congrès international ou national.
| 2015 | DC programming and DCA for the piecewise linear optimization, Invited Stream: Nonconvex Programming: Local and Global Approaches [COM2] Vinh Thanh Ho, Hoai An Le Thi, Tao Pham Dinh 27th European Conference on Operational Research EURO 2015, Glasgow July 12-15. |
| 2015 | DC Programming and DCA for Rank-Two Beamforming and Power Allocation in Multicasting Relay Network [COM3] Thi Thuy Tran, Hoai An Le Thi, Tao Pham Dinh Invited Stream: Nonconvex Programming: Local and Global Approaches, 27th European Conference on Operational Research EURO 2015, Glasgow July 12-15. |
| 2015 | Robust Optimization for Clustering Problem, Invited Stream: Nonconvex Programming: Local and Global Approaches [COM4] Xuan Thanh Vo, Hoai An Le Thi 27th European Conference on Operational Research EURO 2015, Glasgow July 12-15. |
| 2015 | Parameter Estimation for Latent Log-Linear Models as DC Programming [COM5] Hoai An Le Thi, Duy Nhat Phan Invited Stream: Nonconvex Programming: Local and Global Approaches, 27th European Conference on Operational Research EURO 2015, Glasgow July 12-15. |
| 2014 | A DC programming approach for sparse linear discriminant analysis (LDA) [COM8] Phan Duy Nhat, Le Thi H A. Session: Nonconvex Programming: Local and Global Approaches I, 20th Conference of the International Federation of Operational Research Societies, Barcelona July 13-18, 2014. |
| 2014 | DC Programming and DCA for solving binary quadratic over a special polytope [COM9] Le Thi Hoai An, Pham Dinh T., Le H M. Session: Nonconvex Programming: Local and Global Approaches I, 20th Conference of the International Federation of Operational Research Societies, Barcelona July 13-18, 2014. |
| 2014 | Feature Selection for Ranking based on DC Programming and DCA [COM10] Le Hoai Minh, Le Thi Hoai An, Pham Dinh T. Session: Nonconvex Programming: Local and Global Approaches I, 20th Conference of the International Federation of Operational Research Societies, Barcelona July 13-18, 2014. |
| 2014 | DC Programming and DCA for Dictionary Learning [COM11] Vo Xuan Thanh, Le Thi H A., Nguyen Thi B T., Pham Dinh T. Session: Nonconvex Programming: Local and Global Approaches II, 20th Conference of theInternational Federation of Operational Research Societies, Barcelona July 13-18, 2014. |
| 2014 | Internet routing by DC programming and DCA [COM12] Tran Thi Thuy, Le Thi H A., Pham Dinh T. Session: Nonconvex Programming: Local and Global Approaches II, 20th Conference of the International Federationof Operational Research Societies, Barcelona July 13-18, 2014. |
| 2014 | DC Programming and DCA for minimizing L1/L2 - norms of polyhedral convex function vector over a polyhedral convex set [COM13] Pham Dinh Tao, Le Thi H A., Le H M Session: Nonconvex Programming: Local and Global Approaches II, 20th Conference of the International Federationof Operational Research Societies, Barcelona July 13-18, 2014. |
| 2013 | Solving Multiorienteering Problem using DCA [COM17] Le Thi H.A, Ta A.S., Pham Dinh T. International Conference on Optimization Techniques and Applications ICOTA 9, Taiwan December 2013. |
| 2013 | Minimizing the zero norm by DC programming and DCA [COM18] Le Thi H.A, Pham Dinh T. International Conference on Optimization Techniques and Applications ICOTA 9, Taiwan December 2013. |
| 2012 | Solving the Multidimentional Assignment Problem via the Cross-Entropy method [COM20] Nguyen Duc Manh, Le Thi Hoai An, Pham Dinh Tao invited stream «Nonconvex programming: Local and Global approaches» 25thEURO (European conference on Operational Research), Vilinus July 8-11, 2012. |
| 2012 | A new efficient approach for solving multiobjective mixed 0-1 linear programming [COM21] Pham Viet Nga, Le Thi Hoai An, Pham Dinh Tao Application to shift scheduling problems", invited session «Nonconvex programming: Local and Global approaches» 25th EURO (European conference on Operational Research),Vilinus July 8-11, 2012. |
| 2012 | A DC programming approach for clustering massive data sets [COM22] LE-THI Hoai An, TA Minh Thuy, Lydia Boudjeloud-Assala communication in the international conference EURO 2012, 25th European Conference on Operational Research, invited session «Nonconvex programming : Local and Global approaches» 25thEURO (European conference on Operational Research), Vilinus July 8-11, 2012. |
| 2012 | On the Permuted Perceptron Problem - A New formulation and approach [COM23] LE Hoai Minh, Le Thi Hoai An, Tiru Arthanari invited session «Nonconvex programming: Local and Global approaches» 25th EURO (European conference on Operational Research), Vilinus July 8-11, 2012. |
| 2011 | Finding Communities in Networks: a DC Programming Approach [COM25] M.C. Nguyen, B. Conan-Guez, H.A Le Thi, T. Pham Dinh invited session “DC programming and DCA”, Optimization, Lisbon July 24-27, 2011. |
| 2011 | Solving Large-Scale Multicast QoS Routing Problems by DCA Using Proximal Decomposition Technique [COM26] Ta Anh Son, H.A. Le Thi, T. Pham Dinh, D. Khadroui invited session “DC programming and DCA”, Optimization 2011, Lisbon July 24-27. |
| 2011 | Block clustering based on DC programming and DCA [COM27] Hoai Minh Le, Hoai An Le Thi, Tao Pham Dinh, V. Ngai Huynh Invited Minisymposia, the AFG'11-15th Austrian - French-German conference on Optimization, Toulouse, September 19-23, 2011. |
| 2011 | A deterministic optimization approach for planning a multisensor multizone search for a target [COM28] Hoai An Le Thi, D.M. Nguyen, T. Pham Dinh Invited Minisymposia, the AFG'11-15th Austrian - French-German conference on Optimization, Toulouse,, September 19-23, 2011. |
| 2011 | DC programming approach for berth scheduling [COM29] Babacar Mbaye Ndiaye, Hoai An Le Thi, Tao Pham Dinh Invited Minisymposia, the AFG'11-15th Austrian - French-German conference on Optimization, Toulouse, September 19-23, 2011. |
| 2011 | Convergence analysis of DCA for DC programming with subanalytic data [COM30] Tao Pham Dinh, Hoai An Le Thi, V. Ngai Huynh Invited Minisymposia, the AFG'11-15th Austrian - French-German conference on Optimization, Toulouse, September 19-23, 2011. |
| 2011 | Clustering data stream based on sub-windows: a DC programming approach [COM31] Minh Thuy Ta, Hoai An Le Thi, Lydia Boudjeloud Invited Minisymposia, the AFG'11-15th Austrian - French-German conference on Optimization, Toulouse, September 19-23, 2011. |
| 2011 | Sparse approximation by DC Programming [COM32] Mamadou Thiao, Tao Pham Dinh, Hoai An Le Thi Invited Minisymposia, the AFG'11-15th Austrian - French-German conference on Optimization, Toulouse, September 19-23, 2011. |
| 2011 | DC programming approach for solving some non-convex optimization problems in production management [COM33] H.A. Le Thi, D.Q. Tran, T. Pham Dinh Conference on Optimization & Practices in Industry, Paris November 23-25, 2011. |
| 2011 | Approche basée sur la programmation DC et DCA pour le problème de Moindres Carrés Linéaires en variables entières bornées [COM34] Pham Viet Nga, Le Thi Hoai An, Pham Dinh Tao session invité « Nonconvex programming : local and global approaches », Conférence ROADEF 2-4 mars 2011, Saint Etienne. |
| 2011 | A Cross-Entropy method for Value-At-Risk constrained optimization [COM35] NGUYEN Duc Manh, Le Thi Hoai An, Pham Dinh Tao session invité « Nonconvex programming: local and global approaches », Conférence ROADEF 2-4 mars 2011, Saint Etienne. |
| 2011 | Une Méthode D.C. pour la régression logistique $L_0-$ régularisée [COM36] Thiao Mamadou, Pham Dinh Tao, Le Thi Hoai An session invité « Nonconvex programming : local and global approaches », Conférence ROADEF 2-4 mars 2011, Saint Etienne. |
| 2011 | Un Algorithme Efficace Basé Sur DCA Pour L’Optimisation De Portefeuille En Présence De La Vente-À-Découvert Et Des Contraintes De Cardinalité [COM37] Moeini Mahdi, LE THI Hoai An session invité « Nonconvex programming : local and global approaches », Conférence ROADEF 2-4 mars 2011, Saint Etienne. |
Directions d'ouvrages ou de revues.
| 2016 | Advanced Computational Methods for Knowledge Engineering - Proceedings of the 4th International Conference on Computer Science [] Binh Thanh Nguyen, Tien Van Do, Hoai An Le Thi, Ngoc Thanh Nguyen Applied Mathematics and Applications, ICCSAMA 2016, 2-3 May, 2016, Vienna, Austria. Advances in Intelligent Systems and Computing 453, Springer 2016, ISBN 978-3-319-38883-0. |
| 2016 | Editors of the special issue “DC Programming: Theory, Algorithms and Applications” [] Le Thi Hoai An, Pham Dinh Tao Mathematical Programming Series B, 2016. |
| 2016 | Editors of the special issue “Modeling and Computational Optimization for Complex System Management” [] Le Thi Hoai An, Pham Dinh Tao Computer and Operations Research, 2016. |
| 2015 | Advanced Computational Methods for Knowledge Engineering [DO2] Le Thi Hoai An, Nguyen Ngoc Thanh, Do Tien Van, (2015. Eds) Studies in Computational Intelligence, Volume 479, Springer-Verlag, 2013. |
| 2015 | Modelling, Computation and Optimization in Information and Management Sciences [DO3] Le Thi Hoai An, Pham Dinh Tao, Nguyen Ngoc Thanh, (2015. Eds) Advances in Intelligent Systems and Computing AISC 359 and 360, 1000 pages, Springer 2015. |
| 2014 | Advanced in Intelligent Systems and Computing [DO5] Do Tien Van, Le Thi Hoai An, Nguyen Ngoc Thanh, (2014. Eds) Springer-Verlag, 2014. |
| 2014 | Transactions on Computational Collective Intelligence XIII [DO6] Ngoc Thanh Nguyen, Le Thi Hoai An, (Eds.) Transaction LNCS, volume 8342, Springer 2014. |
| 2013 | Advanced Computational Methods for Knowledge Engineering [DO8] Nguyen Ngoc Thanh, Do Tien Van, Le Thi Hoai An, (2013. Eds) Studies in Computational Intelligence, Volume 479, Springer-Verlag, 2013. |
| 2012 | editor of the special issue « Optimization and Learning» [DO9] Le Thi Hoai An International Journal of Intelligent Information and Database Systems (IJIIDS), Volume 6, No. 6, 2012. |
| 2011 | Editors of the special issue of MCO’08 [DO10] Le Thi Hoai An, Joaquim Judice Computational Optimization and Applications, 2011. Volume 50, Number 3, 2011. |
| 2011 | Editors of the Special Issue of NCP'07 (Nonconvex Programming : Local and Global Approaches. Theory, Algorithms and Applications, Rouen December 17-21) [DO11] Le Thi Hoai An, Pham Dinh Tao Journal of Global Optimization, Volume 49, Number 3, 2011. |
Ouvrages scientifiques (ou chapitres de ces ouvrages).
| 2015 | DC Programming and DCA for Challenging Problems in Bioinformatics and Computational Biology. [OS1] Hoai An Le Thi In Automata, Universality, Computation, Emergence, Complexity and Computation, Volume 12, pp. 383-414, 2015. |
| 2013 | DC programming approaches for Distance Geometry problems. [OS2] Le Thi Hoai An, Pham Dinh Tao In “Distance Geometry: Theory, Methods and Applications”, Mucherino, A; Lavor, C; Liberti, L.; Maculan, N. (Eds), pp 225-290, Springer 2013. |