LITA - Laboratoire d'Informatique Théorique et Appliquée - Université de Lorraine
Université de Lorraine - Laboratoire d'Informatique Théorique et Appliquée (LITA)
Université de Lorraine - Site de Metz - Île du Saulcy
57045 METZ CEDEX 1
Tel. : 03 87 31 54 45 - Fax : 03 87 31 53 09

Laboratoire d'Informatique Théorique et Appliquée (LITA)

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

UFR MIM - E210
Téléphone0387315441
e-mailhoai-an.le-thi@univ-lorraine.fr
Webhttp://www.lita.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.