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1

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

Le Thi, Hoai An, Le, Hoai Minh, Pham Dinh, Tao

Journal:

Machine Learning

Année:

2015

Langue:

english

Fichier:

PDF, 333 KB

english, 2015

2

[Advances in Intelligent Systems and Computing] Optimization of Complex Systems: Theory, Models, Algorithms and Applications Volume 991 || A Genetic Algorithm for Solving the Truck-Drone-ATV Routing Problem

Le Thi, Hoai An, Le, Hoai Minh, Pham Dinh, Tao

Année:

2020

Langue:

english

Fichier:

PDF, 465 KB

english, 2020

3

[Advances in Intelligent Systems and Computing] Optimization of Complex Systems: Theory, Models, Algorithms and Applications Volume 991 || Bayesian Optimization for Recommender System

Le Thi, Hoai An, Le, Hoai Minh, Pham Dinh, Tao

Année:

2020

Langue:

english

Fichier:

PDF, 1.15 MB

english, 2020

4

[Advances in Intelligent Systems and Computing] Modelling, Computation and Optimization in Information Systems and Management Sciences Volume 359 || Bilevel Quadratic Fractional/Quadratic Problem

Le Thi, Hoai An, Pham Dinh, Tao, Nguyen, Ngoc Thanh

Année:

2015

Langue:

english

Fichier:

PDF, 175 KB

english, 2015

5

[Advances in Intelligent Systems and Computing] Advanced Computational Methods for Knowledge Engineering Volume 1121 (Proceedings of the 6th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2019) || Applying MASI Algorithm to Improve the Classification Performance of Imbalanced Data in Fraud Detection

Le Thi, Hoai An, Le, Hoai Minh, Pham Dinh, Tao, Nguyen, Ngoc Thanh

Année:

2020

Langue:

english

Fichier:

PDF, 1023 KB

english, 2020

6

The DC (Difference of Convex Functions) Programming and DCA Revisited with DC Models of Real World Nonconvex Optimization Problems

Le Thi Hoai An, Pham Dinh Tao

Journal:

Annals of Operations Research

Année:

2005

Langue:

english

Fichier:

PDF, 181 KB

english, 2005

7

[Studies in Computational Intelligence] Advanced Computational Methods for Knowledge Engineering Volume 479 || A Framework for Building Intelligent Tutoring Systems

Nguyen, Ngoc Thanh, van Do, Tien, le Thi, Hoai An

Année:

2013

Langue:

english

Fichier:

PDF, 293 KB

english, 2013

8

DC programming and DCA: thirty years of developments

Le Thi, Hoai An, Pham Dinh, Tao

Journal:

Mathematical Programming

Année:

2018

Langue:

english

Fichier:

PDF, 877 KB

english, 2018

9

[Advances in Intelligent Systems and Computing] Optimization of Complex Systems: Theory, Models, Algorithms and Applications Volume 991 || The Traveling Salesman Drone Station Location Problem

Le Thi, Hoai An, Le, Hoai Minh, Pham Dinh, Tao

Année:

2020

Langue:

english

Fichier:

PDF, 375 KB

english, 2020

10

[Advances in Intelligent Systems and Computing] Modelling, Computation and Optimization in Information Systems and Management Sciences Volume 359 || An Integer Programming Model for Branching Cable Layouts in Offshore Wind Farms

Le Thi, Hoai An, Pham Dinh, Tao, Nguyen, Ngoc Thanh

Année:

2015

Langue:

english

Fichier:

PDF, 195 KB

english, 2015

11

[Advances in Intelligent Systems and Computing] Advanced Computational Methods for Knowledge Engineering Volume 358 || Twitter Sentiment Analysis Using Machine Learning Techniques

Le Thi, Hoai An, Nguyen, Ngoc Thanh, Do, Tien Van

Année:

2015

Langue:

english

Fichier:

PDF, 460 KB

english, 2015

12

Sustainable refurbishment for school buildings: a literature review

Le, An Thi Hoai, Park, Kenneth Sungho, Domingo, Niluka, Rasheed, Eziaku, Mithraratne, Nalanie

Journal:

International Journal of Building Pathology and Adaptation

Année:

2018

Langue:

english

Fichier:

PDF, 438 KB

english, 2018

13

[Advances in Intelligent Systems and Computing] Optimization of Complex Systems: Theory, Models, Algorithms and Applications Volume 991 || Location Optimization of Gas Power Plants by a Z-Number Data Envelopment Analysis

Le Thi, Hoai An, Le, Hoai Minh, Pham Dinh, Tao

Année:

2020

Langue:

english

Fichier:

PDF, 447 KB

english, 2020

14

Numerical solution for optimization over the efficient set by d.c. optimization algorithms

Le Thi Hoai An, Pham Dinh Tao, Le Dung Muu

Journal:

Operations Research Letters

Année:

1996

Langue:

english

Fichier:

PDF, 884 KB

english, 1996

15

Portfolio selection under downside risk measures and cardinality constraints based on DC programming and DCA

Hoai An Le Thi, Mahdi Moeini, Tao Pham Dinh

Journal:

Computational Management Science

Année:

2009

Langue:

english

Fichier:

PDF, 214 KB

english, 2009

16

Solving a Class of Linearly Constrained Indefinite Quadratic Problems by D.C. Algorithms

LE THI HOAI AN, PHAM DINH TAO

Journal:

Journal of Global Optimization

Année:

1997

Langue:

english

Fichier:

PDF, 257 KB

english, 1997

17

[Communications in Computer and Information Science] Modelling, Computation and Optimization in Information Systems and Management Sciences Volume 14 || Solving the Multiple Objective Integer Linear Programming Problem

Le Thi, Hoai An, Bouvry, Pascal, Pham Dinh, Tao

Année:

2008

Langue:

english

Fichier:

PDF, 317 KB

english, 2008

18

Long-Short Portfolio Optimization Under Cardinality Constraints by Difference of Convex Functions Algorithm

Le Thi, Hoai An, Moeini, Mahdi

Journal:

Journal of Optimization Theory and Applications

Année:

2014

Langue:

english

Fichier:

PDF, 784 KB

english, 2014

19

New quadratic lower bound for multivariate functions in global optimization

Ouanes, Mohand, Le Thi, Hoai An, Nguyen, Trong Phuc, Zidna, Ahmed

Journal:

Mathematics and Computers in Simulation

Année:

2015

Langue:

english

Fichier:

PDF, 790 KB

english, 2015

20

[Advances in Intelligent Systems and Computing] Modelling, Computation and Optimization in Information Systems and Management Sciences Volume 359 || Optimization of Pumping Energy and Maintenance Costs in Water Supply Systems

Le Thi, Hoai An, Pham Dinh, Tao, Nguyen, Ngoc Thanh

Année:

2015

Langue:

english

Fichier:

PDF, 284 KB

english, 2015

21

[Advances in Intelligent Systems and Computing] Modelling, Computation and Optimization in Information Systems and Management Sciences Volume 360 || Benefits and Drawbacks in Using the RFID (Radio Frequency Identification) System in Supply Chain Management

Le Thi, Hoai An, Pham Dinh, Tao, Nguyen, Ngoc Thanh

Année:

2015

Langue:

english

Fichier:

PDF, 283 KB

english, 2015

22

DC programming and DCA for solving Brugnano-Casulli piecewise linear systems

Pham Dinh, Tao, Thanh Ho, Vinh, An Le Thi, Hoai

Journal:

Computers & Operations Research

Année:

2016

Langue:

english

Fichier:

PDF, 615 KB

english, 2016

23

[Advances in Intelligent Systems and Computing] Advanced Computational Methods for Knowledge Engineering Volume 629 || A Deep Architecture for Sentiment Analysis of News Articles

Le, Nguyen-Thinh, van Do, Tien, Nguyen, Ngoc Thanh, Thi, Hoai An Le

Année:

2018

Langue:

english

Fichier:

PDF, 1.49 MB

english, 2018

24

[Advances in Intelligent Systems and Computing] Optimization of Complex Systems: Theory, Models, Algorithms and Applications Volume 991 || Cliques for Multi-Term Linearization of 0–1 Multilinear Program for Boolean Logical Pattern Generation

Le Thi, Hoai An, Le, Hoai Minh, Pham Dinh, Tao

Année:

2020

Langue:

english

Fichier:

PDF, 266 KB

english, 2020

25

[Advances in Intelligent Systems and Computing] Optimization of Complex Systems: Theory, Models, Algorithms and Applications Volume 991 ||

Le Thi, Hoai An, Le, Hoai Minh, Pham Dinh, Tao

Année:

2020

Langue:

english

Fichier:

PDF, 57.50 MB

english, 2020

26

[Advances in Intelligent Systems and Computing] Optimization of Complex Systems: Theory, Models, Algorithms and Applications Volume 991 || A Genetic Algorithm for Solving the Truck-Drone-ATV Routing Problem

Le Thi, Hoai An, Le, Hoai Minh, Pham Dinh, Tao

Année:

2020

Fichier:

PDF, 465 KB

2020

27

[Advances in Intelligent Systems and Computing] Advanced Computational Methods for Knowledge Engineering Volume 1121 (Proceedings of the 6th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2019) || Reinforcement Learning in Stock Trading

Le Thi, Hoai An, Le, Hoai Minh, Pham Dinh, Tao, Nguyen, Ngoc Thanh

Année:

2020

Fichier:

PDF, 1.51 MB

2020

28

Decomposition branch and bound method for globally solving linearly constrained indefinite quadratic minimization problems

Thai Quynh Phong, Le Thi Hoai An, Pham Dinh Tao

Journal:

Operations Research Letters

Année:

1995

Langue:

english

Fichier:

PDF, 393 KB

english, 1995

29

Difference of convex functions optimization algorithms (DCA) for globally minimizing nonconvex quadratic forms on Euclidean balls and spheres

Pham Dinh Tao, Le Thi Hoai An

Journal:

Operations Research Letters

Année:

1996

Langue:

english

Fichier:

PDF, 636 KB

english, 1996

30

An efficient algorithm for globally minimizing a quadratic function under convex quadratic constraints

Journal:

Mathematical Programming

Année:

2000

Langue:

english

Fichier:

PDF, 218 KB

english, 2000

31

Exact penalty and error bounds in DC programming

Hoai An Le Thi, Tao Pham Dinh, Huynh Van Ngai

Journal:

Journal of Global Optimization

Année:

2012

Langue:

english

Fichier:

PDF, 322 KB

english, 2012

32

Fuzzy clustering based on nonconvex optimisation approaches using difference of convex (DC) functions algorithms

Hoai An Le Thi, Hoai Minh Le, Tao Pham Dinh

Journal:

Advances in Data Analysis and Classification

Année:

2007

Langue:

english

Fichier:

PDF, 322 KB

english, 2007

33

A DC programming approach for feature selection in support vector machines learning

Hoai An Le Thi, Hoai Minh Le, Van Vinh Nguyen, Tao Pham Dinh

Journal:

Advances in Data Analysis and Classification

Année:

2008

Langue:

english

Fichier:

PDF, 264 KB

english, 2008

34

D.C. programming approach for multicommodity network optimization problems with step increasing cost functions

Le Thi Hoai An, Pham Dinh Tao

Journal:

Journal of Global Optimization

Année:

2002

Langue:

english

Fichier:

PDF, 186 KB

english, 2002

35

A continuous approch for globally solving linearly constrained quadratic

Thi Hoai An, LE., Ding Tao, Pham.

Journal:

Année:

2001

Langue:

english

Fichier:

PDF, 967 KB

english, 2001

36

Solving continuous min max problem for single period portfolio selection with discrete constraints by DCA

Le Thi, Hoai An, Tran, Duc Quynh

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 359 KB

english, 2012

37

Solving the minimum M-dominating set problem by a continuous optimization approach based on DC programming and DCA

Julien Schleich, Hoai An Le Thi, Pascal Bouvry

Journal:

Journal of Combinatorial Optimization

Année:

2012

Langue:

english

Fichier:

PDF, 695 KB

english, 2012

38

[Communications in Computer and Information Science] Modelling, Computation and Optimization in Information Systems and Management Sciences Volume 14 || DC Programming Approach for a Class of Nonconvex Programs Involving l 0 Norm

Le Thi, Hoai An, Bouvry, Pascal, Pham Dinh, Tao

Année:

2008

Langue:

english

Fichier:

PDF, 354 KB

english, 2008

39

[Communications in Computer and Information Science] Modelling, Computation and Optimization in Information Systems and Management Sciences Volume 14 || A DC Programming Approach for Mixed-Integer Linear Programs

Le Thi, Hoai An, Bouvry, Pascal, Pham Dinh, Tao

Année:

2008

Langue:

english

Fichier:

PDF, 379 KB

english, 2008

40

[Advances in Intelligent Systems and Computing] Advanced Computational Methods for Knowledge Engineering Volume 282 ||

van Do, Tien, Thi, Hoai An Le, Nguyen, Ngoc Thanh

Année:

2014

Langue:

english

Fichier:

PDF, 9.74 MB

english, 2014

41

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

Hoai An, Le Thi, Hoai Minh, Le, Tao, Pham Dinh

Journal:

Pattern Recognition

Année:

2014

Langue:

english

Fichier:

PDF, 1.57 MB

english, 2014

42

[IEEE Communication Technologies, Research, Innovation, and Vision for the Future (RIVF) - Hanoi, Vietnam (2010.11.1-2010.11.4)] 2010 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF) - A Cross-Entropy Method for Nonlinear UAV Task Assignment Problem

Nguyen, Duc Manh, Le Thi, Hoai An, Pham, Dinh Tao

Année:

2010

Langue:

english

Fichier:

PDF, 127 KB

english, 2010

43

Solving the Multidimensional Assignment Problem by a Cross-Entropy method

Nguyen, Duc Manh, Le Thi, Hoai An, Pham Dinh, Tao

Journal:

Journal of Combinatorial Optimization

Année:

2014

Langue:

english

Fichier:

PDF, 528 KB

english, 2014

44

A Difference of Convex Functions Algorithm for Switched Linear Regression

Pham Dinh, Tao, Le, Hoai Minh, Le Thi, Hoai An, Lauer, Fabien

Journal:

IEEE Transactions on Automatic Control

Année:

2014

Langue:

english

Fichier:

PDF, 1.10 MB

english, 2014

45

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

Le, Hoai Minh, Le Thi, Hoai An, Dinh, Tao Pham, Huynh, Van Ngai

Journal:

Neural Computation

Année:

2013

Langue:

english

Fichier:

PDF, 287 KB

english, 2013

46

A DC Programming Approach for Finding Communities in Networks

Le Thi, Hoai An, Nguyen, Manh Cuong, Dinh, Tao Pham

Journal:

Neural Computation

Année:

2014

Langue:

english

Fichier:

PDF, 285 KB

english, 2014

47

[IEEE 2009 7th IEEE International Conference on Industrial Informatics (INDIN) - Cardiff, Wales, UK (2009.06.23-2009.06.26)] 2009 7th IEEE International Conference on Industrial Informatics - Solving the Perceptron Problem by deterministic optimization approach based on DC programming and DCA

An, Le Thi Hoai, Minh, Le Hoai, Tao, Pham Dinh, Bouvry, Pascal

Année:

2009

Langue:

english

Fichier:

PDF, 147 KB

english, 2009

48

[Advances in Intelligent Systems and Computing] Advanced Computational Methods for Knowledge Engineering Volume 358 || Incremental Mining Class Association Rules Using Diffsets

Le Thi, Hoai An, Nguyen, Ngoc Thanh, Do, Tien Van

Année:

2015

Langue:

english

Fichier:

PDF, 318 KB

english, 2015

49

[Advances in Intelligent Systems and Computing] Modelling, Computation and Optimization in Information Systems and Management Sciences Volume 359 || Semismooth Reformulation and Nonsmooth Newton’s Method for Solving Nonlinear Semidefinite Programming

Le Thi, Hoai An, Pham Dinh, Tao, Nguyen, Ngoc Thanh

Année:

2015

Langue:

english

Fichier:

PDF, 194 KB

english, 2015

50

[Advances in Intelligent Systems and Computing] Modelling, Computation and Optimization in Information Systems and Management Sciences Volume 359 || Solving Nonconvex Optimization Problems in Systems and Control: A Polynomial B-spline Approach

Le Thi, Hoai An, Pham Dinh, Tao, Nguyen, Ngoc Thanh

Année:

2015

Langue:

english

Fichier:

PDF, 236 KB

english, 2015