Le Thi Hoai An
Orcid: 0000-0002-2239-2100Affiliations:
- University of Lorraine, Metz, France
According to our database1,
Le Thi Hoai An
authored at least 213 papers
between 1995 and 2024.
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Bibliography
2024
IEEE Trans. Neural Networks Learn. Syst., May, 2024
J. Glob. Optim., March, 2024
SIAM J. Optim., 2024
Markov chain stochastic DCA and applications in deep learning with PDEs regularization.
Neural Networks, 2024
Math. Oper. Res., 2024
Difference-of-Convex Algorithm with Extrapolation for Nonconvex, Nonsmooth Optimization Problems.
Math. Oper. Res., 2024
2023
On solving difference of convex functions programs with linear complementarity constraints.
Comput. Optim. Appl., September, 2023
Optimizing Merkle Tree Structure for Blockchain Transactions by a DC Programming Approach.
Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023
Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023
2022
SIAM J. Optim., September, 2022
J. Mach. Learn. Res., 2022
Preface to the special issue dedicated to the 6th World Congress on Global Optimization held in Metz, France, July 8-10, 2019.
J. Glob. Optim., 2022
J. Comb. Optim., 2022
Alternating DCA for reduced-rank multitask linear regression with covariance matrix estimation.
Ann. Math. Artif. Intell., 2022
Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022
2021
DCA based approaches for bi-level variable selection and application for estimate multiple sparse covariance matrices.
Neurocomputing, 2021
Novel DCA based algorithms for a special class of nonconvex problems with application in machine learning.
Appl. Math. Comput., 2021
Half-open polyblock for the representation of the search region in multiobjective optimization problems: its application and computational aspects.
4OR, 2021
Proceedings of the 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, 2021
Solving a Centralized Dynamic Group Key Management Problem by an Optimization Approach.
Proceedings of the 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, 2021
Proceedings of the 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, 2021
2020
Stochastic DCA for minimizing a large sum of DC functions with application to multi-class logistic regression.
Neural Networks, 2020
Neural Comput., 2020
DC programming and DCA for supply chain and production management: state-of-the-art models and methods.
Int. J. Prod. Res., 2020
An Alternating DCA-Based Approach for Reduced-Rank Multitask Linear Regression with Covariance Estimation.
Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020
2019
Group variable selection via ℓp, 0 regularization and application to optimal scoring.
Neural Networks, 2019
Collaborative DCA: An intelligent collective optimization scheme, and its application for clustering.
J. Intell. Fuzzy Syst., 2019
A unified DC programming framework and efficient DCA based approaches for large scale batch reinforcement learning.
J. Glob. Optim., 2019
Stochastic Difference-of-Convex Algorithms for Solving nonconvex optimization problems.
CoRR, 2019
Improved dc programming approaches for solving the quadratic eigenvalue complementarity problem.
Appl. Math. Comput., 2019
Customer Clustering of French Transmission System Operator (RTE) Based on Their Electricity Consumption.
Proceedings of the Optimization of Complex Systems: Theory, 2019
Proceedings of the Optimization of Complex Systems: Theory, 2019
Proceedings of the Optimization of Complex Systems: Theory, 2019
A DCA-Based Approach for Outage Constrained Robust Secure Power-Splitting SWIPT MISO System.
Proceedings of the Optimization of Complex Systems: Theory, 2019
Proceedings of the Optimization of Complex Systems: Theory, 2019
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2019
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2019
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2019
A Collaborative Approach Based on DCA and VNS for Solving Mixed Binary Linear Programs.
Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019
2018
J. Optim. Theory Appl., 2018
A DCA-Like Algorithm and its Accelerated Version with Application in Data Visualization.
CoRR, 2018
Appl. Math. Comput., 2018
Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018
2017
Neural Comput. Appl., 2017
DC programming and DCA for enhancing physical layer security via cooperative jamming.
Comput. Oper. Res., 2017
Comput. Oper. Res., 2017
Comput. Oper. Res., 2017
Ann. Oper. Res., 2017
Efficient Bi-level Variable Selection and Application to Estimation of Multiple Covariance Matrices.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017
Stochastic DCA for the Large-sum of Non-convex Functions Problem and its Application to Group Variable Selection in Classification.
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2017
A Novel Approach for Estimating Multiple Sparse Precision Matrices Using ℓ0, 0 Regularization.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017
2016
DC programming approaches for discrete portfolio optimization under concave transaction costs.
Optim. Lett., 2016
Neural Comput., 2016
Error Bounds Via Exact Penalization with Applications to Concave and Quadratic Systems.
J. Optim. Theory Appl., 2016
Efficient approaches for ℓ 2-ℓ 0 regularization and applications to feature selection in SVM.
Appl. Intell., 2016
The challenge in managing new financial risks: adopting an heuristic or theoretical approach.
Ann. Oper. Res., 2016
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2016
Solving an Infinite-Horizon Discounted Markov Decision Process by DC Programming and DCA.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2016
DC Programming and DCA for Transmit Beamforming and Power Allocation in Multicasting Relay Network.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2016
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016
DC Programming and DCA for Enhancing Physical Layer Security via Relay Beamforming Strategies.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016
2015
Trans. Comput. Collect. Intell., 2015
Feature selection in machine learning: an exact penalty approach using a Difference of Convex function Algorithm.
Mach. Learn., 2015
Math. Comput. Simul., 2015
Optimality conditions and duality for nondifferentiable multiobjective semi-infinite programming problems with generalized (<i>C, α, ρ, d</i>)-convexity.
J. Syst. Sci. Complex., 2015
Neurocomputing, 2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
A Based-DC Programming Approach for Planning a Multisensor Multizone Search for a Moving Target.
Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015
Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015
Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015
Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015
Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015
Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015
DC Programming and DCA for a Novel Resource Allocation Problem in Emerging Area of Cooperative Physical Layer Security.
Proceedings of the Advanced Computational Methods for Knowledge Engineering - Proceedings of 3rd International Conference on Computer Science, Applied Mathematics and Applications, 2015
Proceedings of the Advanced Computational Methods for Knowledge Engineering - Proceedings of 3rd International Conference on Computer Science, Applied Mathematics and Applications, 2015
Proceedings of the Advanced Computational Methods for Knowledge Engineering - Proceedings of 3rd International Conference on Computer Science, Applied Mathematics and Applications, 2015
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015
2014
Vietnam. J. Comput. Sci., 2014
Trans. Comput. Collect. Intell., 2014
IEEE Trans. Autom. Control., 2014
Pattern Recognit., 2014
Feature selection for linear SVMs under uncertain data: Robust optimization based on difference of convex functions algorithms.
Neural Networks, 2014
Long-Short Portfolio Optimization Under Cardinality Constraints by Difference of Convex Functions Algorithm.
J. Optim. Theory Appl., 2014
Lagrange Multiplier Characterizations of Solution Sets of Constrained Nonsmooth Pseudolinear Optimization Problems.
J. Optim. Theory Appl., 2014
New and efficient algorithms for transfer prices and inventory holding policies in two-enterprise supply chains.
J. Glob. Optim., 2014
J. Comb. Optim., 2014
Data Min. Knowl. Discov., 2014
CoRR, 2014
A DC programming approach for constrained two-dimensional non-guillotine cutting problem.
CoRR, 2014
Comput. Oper. Res., 2014
Optimizing a multi-stage production/inventory system by DC programming based approaches.
Comput. Optim. Appl., 2014
Central Eur. J. Oper. Res., 2014
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2014
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2014
The Confrontation of Two Clustering Methods in Portfolio Management: Ward's Method Versus DCA Method.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2014
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2014
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014
A Filter Based Feature Selection Approach in MSVM Using DCA and Its Application in Network Intrusion Detection.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014
DC Programming and DCA for Portfolio Optimization with Linear and Fixed Transaction Costs.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014
2013
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2013
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2013
A DC Programming Framework for Portfolio Selection by Minimizing the Transaction Costs.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2013
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2013
Optim. Methods Softw., 2013
Efficient DC programming approaches for the asymmetric eigenvalue complementarity problem.
Optim. Methods Softw., 2013
Block Clustering Based on Difference of Convex Functions (DC) Programming and DC Algorithms.
Neural Comput., 2013
J. Glob. Optim., 2013
J. Glob. Optim., 2013
DCA Based Algorithms for Feature Selection in Semi-supervised Support Vector Machines.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2013
An Efficient Clustering Method for Massive Dataset Based on DC Programming and DCA Approach.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
A Novel Approach to Automated Cell Counting Based on a Difference of Convex Functions Algorithm (DCA).
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013
Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013
Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013
Proceedings of the Distance Geometry: Theory, Methods, and Applications, 2013
2012
Globally solving a nonlinear UAV task assignment problem by stochastic and deterministic optimization approaches.
Optim. Lett., 2012
J. Glob. Optim., 2012
J. Glob. Optim., 2012
Solving the minimum M-dominating set problem by a continuous optimization approach based on DC programming and DCA.
J. Comb. Optim., 2012
Single straddle carrier routing problem in port container terminals: mathematical model and solving approaches.
Int. J. Intell. Inf. Database Syst., 2012
A DC programming approach for solving the symmetric Eigenvalue Complementarity Problem.
Comput. Optim. Appl., 2012
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012
Solving Many to many multicast QoS routing problem using DCA and proximal decomposition technique.
Proceedings of the International Conference on Computing, Networking and Communications, 2012
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012
Proceedings of the Intelligent Information and Database Systems - 4th Asian Conference, 2012
Proceedings of the Intelligent Information and Database Systems - 4th Asian Conference, 2012
2011
Comput. Optim. Appl., 2011
International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences.
Comput. Optim. Appl., 2011
Proceedings of the Intelligent Information and Database Systems, 2011
Proceedings of the Intelligent Information and Database Systems, 2011
Proceedings of the Intelligent Information and Database Systems, 2011
2010
Trans. Comput. Collect. Intell., 2010
An efficient combined DCA and B&B using DC/SDP relaxation for globally solving binary quadratic programs.
J. Glob. Optim., 2010
A combined DCA: GA for constructing highly nonlinear balanced boolean functions in cryptography.
J. Glob. Optim., 2010
Proceedings of the 2010 IEEE RIVF International Conference on Computing & Communication Technologies, 2010
Proceedings of the 2010 IEEE RIVF International Conference on Computing & Communication Technologies, 2010
Proceedings of the 8th ACM International Workshop on Mobility Management & Wireless Access, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Proceedings of the Intelligent Information and Database Systems, 2010
DCA for Minimizing the Cost and Tardiness of Preventive Maintenance Tasks under Real-Time Allocation Constraint.
Proceedings of the Intelligent Information and Database Systems, 2010
Solving Multicast QoS Routing Problem in the Context V2I Communication Services Using DCA.
Proceedings of the 9th IEEE/ACIS International Conference on Computer and Information Science, 2010
2009
J. Glob. Optim., 2009
Portfolio selection under downside risk measures and cardinality constraints based on DC programming and DCA.
Comput. Manag. Sci., 2009
Comput. Manag. Sci., 2009
Blackbone2, an efficient deterministic algorithm for creating 2-connected m-dominating set-based backbones in ad hoc networks.
Proceedings of the Seventh ACM International Workshop on Mobility Management & Wireless Access, 2009
Solving the Perceptron Problem by deterministic optimization approach based on DC programming and DCA.
Proceedings of the 7th IEEE International Conference on Industrial Informatics, 2009
A time-indexed formulation of earliness tardiness scheduling via DC programming and DCA.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2009
Decentralized Fault-tolerant Connected Dominating Set Algorithm for Mobile Ad hoc Networks.
Proceedings of the 2009 International Conference on Wireless Networks, 2009
Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009
Cryptanalysis of an Identification Scheme Based on the Perceptron Problem using a Hybridization of Deterministic Optimization and Genetic Algorithm.
Proceedings of the 2009 International Conference on Security & Management, 2009
Proceedings of the Cooperative Design, 2009
Multiple Alignment of Sequences by a Continuous Optimisation Approach based on DC Programming and DCA.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2009
2008
Combining DCA (DC Algorithms) and interior point techniques for large-scale nonconvex quadratic programming.
Optim. Methods Softw., 2008
A continuous approach for the concave cost supply problem via DC programming and DCA.
Discret. Appl. Math., 2008
Preface for the special issue of ADAC on 'Optimisation and Non-Convex Programming in Data Mining'.
Adv. Data Anal. Classif., 2008
Adv. Data Anal. Classif., 2008
Proceedings of the 2008 IEEE International Conference on Research, 2008
Proceedings of the 2008 IEEE International Conference on Research, 2008
Proceedings of the Modelling, 2008
Proceedings of the Modelling, 2008
Proceedings of the Modelling, 2008
Design of Highly Nonlinear Balanced Boolean Functions Using an Hybridation of DCA and Simulated Annealing Algorithm.
Proceedings of the Modelling, 2008
Noisy Image Segmentation by a Robust Clustering Algorithm Based on DC Programming and DCA.
Proceedings of the Advances in Data Mining. Medical Applications, 2008
Proceedings of the 20th international conference on Association Francophone d'Interaction Homme-Machine, 2008
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008
2007
J. Glob. Optim., 2007
J. Glob. Optim., 2007
A continuous DC programming approach to the strategic supply chain design problem from qualified partner set.
Eur. J. Oper. Res., 2007
Eur. J. Oper. Res., 2007
Fuzzy clustering based on nonconvex optimisation approaches using difference of convex (DC) functions algorithms.
Adv. Data Anal. Classif., 2007
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007
2006
Convex quadratic underestimation and Branch and Bound for univariate global optimization with one nonconvex constraint.
RAIRO Oper. Res., 2006
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006
A Branch and Bound Algorithm Based on DC Programming and DCA for Strategic Capacity Planning in Supply Chain Design for a New Market Opportunity.
Proceedings of the Operations Research, 2006
A Deterministic Optimization Approach for Generating Highly Nonlinear Balanced Boolean Functions in Cryptography.
Proceedings of the Modeling, 2006
2005
The DC (Difference of Convex Functions) Programming and DCA Revisited with DC Models of Real World Nonconvex Optimization Problems.
Ann. Oper. Res., 2005
2003
Large-Scale Molecular Optimization from Distance Matrices by a D.C. Optimization Approach.
SIAM J. Optim., 2003
J. Glob. Optim., 2003
Solving Large Scale Molecular Distance Geometry Problems by a Smoothing Technique via the Gaussian Transform and D.C. Programming.
J. Glob. Optim., 2003
2002
D.C. programming approach for multicommodity network optimization problems with step increasing cost functions.
J. Glob. Optim., 2002
Combination between global and local methods for solving an optimization problem over the efficient set.
Eur. J. Oper. Res., 2002
D.C. Programming for Solving a Class of Global Optimization Problems via Reformulation by Exact Penalty.
Proceedings of the Global Optimization and Constraint Satisfaction, 2002
2000
An efficient algorithm for globally minimizing a quadratic function under convex quadratic constraints.
Math. Program., 2000
1998
SIAM J. Optim., 1998
A Branch and Bound Method via d.c. Optimization Algorithms and Ellipsoidal Technique for Box Constrained Nonconvex Quadratic Problems.
J. Glob. Optim., 1998
A Combined D.C. Optimization - Ellipsoidal Branch-and-Bound Algorithm for Solving Nonconvex Quadratic Programming Problems.
J. Comb. Optim., 1998
1997
Solving a Class of Linearly Constrained Indefinite Quadratic Problems by D.C. Algorithms.
J. Glob. Optim., 1997
1996
Difference of convex functions optimization algorithms (DCA) for globally minimizing nonconvex quadratic forms on Euclidean balls and spheres.
Oper. Res. Lett., 1996
Numerical solution for optimization over the efficient set by d.c. optimization algorithms.
Oper. Res. Lett., 1996
1995
Decomposition branch and bound method for globally solving linearly constrained indefinite quadratic minimization problems.
Oper. Res. Lett., 1995
A method for solving d.c. programming problems. Application to fuel mixture nonconvex optimization problem.
J. Glob. Optim., 1995