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New and efficient DCA based algorithms for minimum sum-of-squares clustering

Pattern recognition, 2014-01, Vol.47 (1), p.388-401

2014

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Modelling, Computation and Optimization in Information Systems and Management Sciences: Proceedings of the 4th International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences - MCO 2021

1st ed. 2022., 2021

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Feature selection in machine learning: an exact penalty approach using a Difference of Convex function Algorithm

Machine learning, 2015-10, Vol.101 (1-3), p.163-186

2015

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Stochastic DCA for minimizing a large sum of DC functions with application to multi-class logistic regression

Neural networks, 2020-12, Vol.132, p.220-231

2020

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DC Programming and DCA for Solving Minimum Sum-of-Squares Clustering Using Weighted Dissimilarity Measures

Transactions on Computational Intelligence XIII, 2014, p.113-131

2014

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A Difference of Convex Functions Algorithm for Switched Linear Regression

IEEE transactions on automatic control, 2014-08, Vol.59 (8), p.2277-2282

2014

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Sparse semi-supervised support vector machines by DC programming and DCA

Neurocomputing (Amsterdam), 2015-04, Vol.153, p.62-76

2015

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Optimization of complex systems: theory, models, algorithms and applications

1st ed. 2020., 2019

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Block Clustering Based on Difference of Convex Functions (DC) Programming and DC Algorithms

Neural computation, 2013-10, Vol.25 (10), p.2776-2807

2013

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Binary classification via spherical separator by DC programming and DCA

Journal of global optimization, 2013-08, Vol.56 (4), p.1393-1407

2013

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Advanced Computational Methods for Knowledge Engineering: Proceedings of the 6th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2019

1st ed. 2020., 2019

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Optimization based DC programming and DCA for hierarchical clustering

European journal of operational research, 2007-12, Vol.183 (3), p.1067-1085

2007

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DCA for solving the scheduling of lifting vehicle in an automated port container terminal

Computational management science, 2012-05, Vol.9 (2), p.273-286

2012

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A DCA Based Algorithm for Feature Selection in Model-Based Clustering

Intelligent Information and Database Systems, 2020, Vol.12033, p.404-415

2020

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Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v.3.0

Nature protocols, 2019-03, Vol.14 (3), p.639-702

2019

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Markov chain stochastic DCA and applications in deep learning with PDEs regularization

Neural networks, 2024-02, Vol.170, p.149-166

2024

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Novel DCA based algorithms for a special class of nonconvex problems with application in machine learning

Applied mathematics and computation, 2021-11, Vol.409, p.125904, Article 125904

2021

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Stochastic DCA with Variance Reduction and Applications in Machine Learning

Journal of machine learning research, 2022-07, Vol.23 (206), p.1-44

2022

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DC approximation approaches for sparse optimization

European journal of operational research, 2015-07, Vol.244 (1), p.26-46

2015

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Gaussian Kernel Minimum Sum-of-Squares Clustering and Solution Method Based on DCA

Intelligent Information and Database Systems, 2012, p.331-340

2012

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Stochastic DCA for Sparse Multiclass Logistic Regression

Advanced Computational Methods for Knowledge Engineering, 2017, Vol.629, p.1-12

2017

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Cardinality optimization in constraint-based modelling: application to human metabolism

Bioinformatics (Oxford, England), 2023-09, Vol.39 (9)

2023

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Hierarchical Clustering Based on Mathematical Optimization

Advances in Knowledge Discovery and Data Mining, 2006, p.160-173

2006

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Sparse Signal Recovery by Difference of Convex Functions Algorithms

Intelligent Information and Database Systems, 2013, p.387-397

2013

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New and efficient DCA based algorithms for minimum sum-of-squares clustering

Modelling, Computation and Optimization in Information Systems and Management Sciences: Proceedings of the 4th International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences - MCO 2021

Feature selection in machine learning: an exact penalty approach using a Difference of Convex function Algorithm

Stochastic DCA for minimizing a large sum of DC functions with application to multi-class logistic regression

DC Programming and DCA for Solving Minimum Sum-of-Squares Clustering Using Weighted Dissimilarity Measures

A Difference of Convex Functions Algorithm for Switched Linear Regression

Sparse semi-supervised support vector machines by DC programming and DCA

Optimization of complex systems: theory, models, algorithms and applications

Block Clustering Based on Difference of Convex Functions (DC) Programming and DC Algorithms

Binary classification via spherical separator by DC programming and DCA

Advanced Computational Methods for Knowledge Engineering: Proceedings of the 6th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2019

Optimization based DC programming and DCA for hierarchical clustering

DCA for solving the scheduling of lifting vehicle in an automated port container terminal

A DCA Based Algorithm for Feature Selection in Model-Based Clustering

Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v.3.0

Markov chain stochastic DCA and applications in deep learning with PDEs regularization

Novel DCA based algorithms for a special class of nonconvex problems with application in machine learning

Stochastic DCA with Variance Reduction and Applications in Machine Learning

DC approximation approaches for sparse optimization

Gaussian Kernel Minimum Sum-of-Squares Clustering and Solution Method Based on DCA

Stochastic DCA for Sparse Multiclass Logistic Regression

Cardinality optimization in constraint-based modelling: application to human metabolism

Hierarchical Clustering Based on Mathematical Optimization

Sparse Signal Recovery by Difference of Convex Functions Algorithms

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