Milan Hladík

Orcid: 0000-0002-7340-8491

According to our database1, Milan Hladík authored at least 128 papers between 2007 and 2024.

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Bibliography

2024
Positivity and convexity in incomplete cooperative games.
Ann. Oper. Res., September, 2024

An introduction to robust data analysis and its applications.
Ann. Oper. Res., August, 2024

Characterization of unique solvability of absolute value equations: an overview, extensions, and future directions.
Optim. Lett., May, 2024

Erratum: Properties of the Solution Set of Absolute Value Equations and the Related Matrix Classes.
SIAM J. Matrix Anal. Appl., 2024

Linear programming sensitivity measured by the optimal value worst-case analysis.
Optim. Methods Softw., 2024

Sparse least-squares Universum twin bounded support vector machine with adaptive Lp-norms and feature selection.
Expert Syst. Appl., 2024

Multi-task twin support vector machine with Universum data.
Eng. Appl. Artif. Intell., 2024

A review of Explainable Artificial Intelligence in healthcare.
Comput. Electr. Eng., 2024

2023
Quantifying Outcome Functions of Linear Programs: An Approach Based on Interval-Valued Right-Hand Sides.
J. Optim. Theory Appl., December, 2023

Newton-based approach to solving K-SVCR and Twin-KSVC multi-class classification in the primal space.
Comput. Oper. Res., December, 2023

Sparse solution of least-squares twin multi-class support vector machine using ℓ0 and ℓp-norm for classification and feature selection.
Neural Networks, September, 2023

Various approaches to multiobjective linear programming problems with interval costs and interval weights.
Central Eur. J. Oper. Res., September, 2023

A lagrangian-based approach for universum twin bounded support vector machine with its applications.
Ann. Math. Artif. Intell., June, 2023

Sparse L1-norm quadratic surface support vector machine with Universum data.
Soft Comput., May, 2023

Properties of the Solution Set of Absolute Value Equations and the Related Matrix Classes.
SIAM J. Matrix Anal. Appl., March, 2023

Error bounds and a condition number for the absolute value equations.
Math. Program., March, 2023

New pruning tests for the branch-and-prune framework for interval parametric linear systems.
Soft Comput., 2023

Some notes on the solvability conditions for absolute value equations.
Optim. Lett., 2023

Inverse free reduced universum twin support vector machine for imbalanced data classification.
Neural Networks, 2023

Absolute value linear programming.
CoRR, 2023

A Brief Review of Explainable Artificial Intelligence in Healthcare.
CoRR, 2023

2022
Universum parametric-margin ν-support vector machine for classification using the difference of convex functions algorithm.
Appl. Intell., 2022

Least squares approach to K-SVCR multi-class classification with its applications.
Ann. Math. Artif. Intell., 2022

Bounds for Sparse Solutions of K-SVCR Multi-class Classification Model.
Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

Separating Two Polyhedra Utilizing Alternative Theorems and Penalty Function.
Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

2021
On the minimum-norm solution of convex quadratic programming.
RAIRO Oper. Res., 2021

A new concave minimization algorithm for the absolute value equation solution.
Optim. Lett., 2021

Maximization of a PSD quadratic form and factorization.
Optim. Lett., 2021

A new polynomially solvable class of quadratic optimization problems with box constraints.
Optim. Lett., 2021

On preconditioning and solving an extended class of interval parametric linear systems.
Numer. Algorithms, 2021

On the Optimal Correction of Infeasible Systems of Linear Inequalities.
J. Optim. Theory Appl., 2021

Optimal correction of the absolute value equations.
J. Glob. Optim., 2021

Linear interval parametric approach to testing pseudoconvexity.
J. Glob. Optim., 2021

Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification.
CoRR, 2021

Efficient Set-Based Approaches for the Reliable Computation of Robot Capabilities.
CoRR, 2021

Stability of the linear complementarity problem properties under interval uncertainty.
Central Eur. J. Oper. Res., 2021

Computing the spectral decomposition of interval matrices and a study on interval matrix powers.
Appl. Math. Comput., 2021

The Horizontal Linear Complementarity Problem and Robustness of the Related Matrix Classes.
Proceedings of the Optimization and Learning - 4th International Conference, 2021

Inverse Free Universum Twin Support Vector Machine.
Proceedings of the Learning and Intelligent Optimization - 15th International Conference, 2021

2020
Duality Gap in Interval Linear Programming.
J. Optim. Theory Appl., 2020

Obtaining Efficient Solutions of Interval Multi-objective Linear Programming Problems.
Int. J. Fuzzy Syst., 2020

Convexity and positivity in partially defined cooperative games.
CoRR, 2020

On unbounded directions of linear interval parametric systems and their extensions to AE solutions.
CoRR, 2020

Optimal value bounds in interval fractional linear programming and revenue efficiency measuring.
Central Eur. J. Oper. Res., 2020

Least Squares K-SVCR Multi-class Classification.
Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020

Weak and Strong Consistency of an Interval Comparison Matrix.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2020

Outcome Range Problem in Interval Linear Programming: An Exact Approach.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2020

Two Approaches to Inner Estimations of the Optimal Solution Set in Interval Linear Programming.
Proceedings of the ISMSI '20: 2020 4th International Conference on Intelligent Systems, 2020

P-Completeness of Testing Solutions of Parametric Interval Linear Systems.
Proceedings of the Decision Making under Constraints, 2020

2019
Checking weak optimality and strong boundedness in interval linear programming.
Soft Comput., 2019

Testing weak optimality of a given solution in interval linear programming revisited: NP-hardness proof, algorithm and some polynomially-solvable cases.
Optim. Lett., 2019

Direct and iterative methods for interval parametric algebraic systems producing parametric solutions.
Numer. Linear Algebra Appl., 2019

Support Set Invariancy for Interval Bimatrix Games.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2019

Enclosing the solution set of the parametric generalised Sylvester matrix equation A(p)XB(p) + C(p)XD(p) = F(p).
Int. J. Syst. Sci., 2019

Universal efficiency scores in data envelopment analysis based on a robust approach.
Expert Syst. Appl., 2019

Computing the spectral decomposition of interval matrices and a study on interval matrix power.
CoRR, 2019

On the optimal solution set in interval linear programming.
Comput. Optim. Appl., 2019

Interval linear programming under transformations: optimal solutions and optimal value range.
Central Eur. J. Oper. Res., 2019

Maximization of a Convex Quadratic Form on a Polytope: Factorization and the Chebyshev Norm Bounds.
Proceedings of the Optimization of Complex Systems: Theory, 2019

Improvements of Monotonicity Approach to Solve Interval Parametric Linear Systems.
Proceedings of the Parallel Processing and Applied Mathematics, 2019

2018
Testing pseudoconvexity via interval computation.
J. Glob. Optim., 2018

Possibilistic linear regression with fuzzy data: Tolerance approach with prior information.
Fuzzy Sets Syst., 2018

Regularity radius: Properties, approximation and a not a priori exponential algorithm.
CoRR, 2018

Bounds for the solutions of absolute value equations.
Comput. Optim. Appl., 2018

Novel approach to computerized breath detection in lung function diagnostics.
Comput. Biol. Medicine, 2018

2017
On strong optimality of interval linear programming.
Optim. Lett., 2017

A new algorithm for Chebyshev minimum-error multiplication of reduced affine forms.
Numer. Algorithms, 2017

A Sign Function Approach to Solve Algebraically Interval System of Linear Equations for Nonnegative Solutions.
Fundam. Informaticae, 2017

An Overview of Polynomially Computable Characteristics of Special Interval Matrices.
CoRR, 2017

AE regularity of interval matrices.
CoRR, 2017

Positive Semidefiniteness and Positive Definiteness of a Linear Parametric Interval Matrix.
CoRR, 2017

Eigenvalues of symmetric tridiagonal interval matrices revisited.
CoRR, 2017

Interval convex quadratic programming problems in a general form.
Central Eur. J. Oper. Res., 2017

Solving over-constrained systems of non-linear interval equations - And its robotic application.
Appl. Math. Comput., 2017

Parallel Computing of Linear Systems with Linearly Dependent Intervals in MATLAB.
Proceedings of the Parallel Processing and Applied Mathematics, 2017

The Shape of the Optimal Value of a Fuzzy Linear Programming Problem.
Proceedings of the Fuzzy Logic in Intelligent System Design, 2017

2016
An extension of the αBB-type underestimation to linear parametric Hessian matrices.
J. Glob. Optim., 2016

Inverse linear programming with interval coefficients.
J. Comput. Appl. Math., 2016

Using modified maximum regret for finding a necessarily efficient solution in an interval MOLP problem.
Fuzzy Optim. Decis. Mak., 2016

Robust optimal solutions in interval linear programming with forall-exists quantifiers.
Eur. J. Oper. Res., 2016

Interval Linear Algebra and Computational Complexity.
CoRR, 2016

Sensitivity analysis of linear programming in the presence of correlation among right-hand side parameters or objective function coefficients.
Central Eur. J. Oper. Res., 2016

Inverse optimization: towards the optimal parameter set of inverse LP with interval coefficients.
Central Eur. J. Oper. Res., 2016

Refining Subgames in Large Imperfect Information Games.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
On the efficient Gerschgorin inclusion usage in the global optimization αBB method.
J. Glob. Optim., 2015

Efficient Approaches for Enclosing the United Solution Set of the Interval Generalized Sylvester Matrix Equation.
CoRR, 2015

Maximal inner boxes in parametric AE-solution sets with linear shape.
Appl. Math. Comput., 2015

Selection-based Approach to Cooperative Interval Games.
Proceedings of the ICORES 2015, 2015

Total Least Squares and Chebyshev Norm.
Proceedings of the International Conference on Computational Science, 2015

Children Lung Function Diagnostics - New Methods For Handling of Clinical Data.
Proceedings of the BICT 2015, 2015

Automatic Public State Space Abstraction in Imperfect Information Games.
Proceedings of the Computer Poker and Imperfect Information, 2015

2014
Interval Linear Programming Techniques in Constraint Programming and Global Optimization.
Proceedings of the Constraint Programming and Decision Making, 2014

Tolerance Approach to Possibilistic Nonlinear Regression With Interval Data.
IEEE Trans. Cybern., 2014

New Operator and Method for Solving Real Preconditioned Interval Linear Equations.
SIAM J. Numer. Anal., 2014

On approximation of the best case optimal value in interval linear programming.
Optim. Lett., 2014

How to determine basis stability in interval linear programming.
Optim. Lett., 2014

Efficient Solution of a Class of Quantified Constraints with Quantifier Prefix Exists-Forall.
Math. Comput. Sci., 2014

The complexity of computation and approximation of the t-ratio over one-dimensional interval data.
Comput. Stat. Data Anal., 2014

Optimal Preconditioning for the Interval Parametric Gauss-Seidel Method.
Proceedings of the Scientific Computing, Computer Arithmetic, and Validated Numerics, 2014

Tight Bounds on the Radius of Nonsingularity.
Proceedings of the Scientific Computing, Computer Arithmetic, and Validated Numerics, 2014

Bounding the Support Size in Extensive Form Games with Imperfect Information.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Outer enclosures to the parametric <i>AE</i> solution set.
Soft Comput., 2013

Computing Enclosures of Overdetermined Interval Linear Systems.
Reliab. Comput., 2013

On the possibilistic approach to linear regression models involving uncertain, indeterminate or interval data.
Inf. Sci., 2013

Maximal and supremal tolerances in multiobjective linear programming.
Eur. J. Oper. Res., 2013

Bounds on eigenvalues of real and complex interval matrices.
Appl. Math. Comput., 2013

Subsquares Approach - A Simple Scheme for Solving Overdetermined Interval Linear Systems.
Proceedings of the Parallel Processing and Applied Mathematics, 2013

A Shaving Method for Interval Linear Systems of Equations.
Proceedings of the Parallel Processing and Applied Mathematics, 2013

2012
Complexity of necessary efficiency in interval linear programming and multiobjective linear programming.
Optim. Lett., 2012

Interval regression by tolerance analysis approach.
Fuzzy Sets Syst., 2012

Two complexity results on <i>c</i>-optimality in experimental design.
Comput. Optim. Appl., 2012

Enclosures for the solution set of parametric interval linear systems.
Int. J. Appl. Math. Comput. Sci., 2012

2011
An Eigenvalue Symmetric Matrix Contractor.
Reliab. Comput., 2011

Tolerance analysis in linear systems and linear programming.
Optim. Methods Softw., 2011

An algorithm for addressing the real interval eigenvalue problem.
J. Comput. Appl. Math., 2011

Characterizing and approximating eigenvalue sets of symmetric interval matrices.
Comput. Math. Appl., 2011

A filtering method for the interval eigenvalue problem.
Appl. Math. Comput., 2011

2010
Bounds on Real Eigenvalues and Singular Values of Interval Matrices.
SIAM J. Matrix Anal. Appl., 2010

Solution Sets of Complex Linear Interval Systems of Equations.
Reliab. Comput., 2010

Interval valued bimatrix games.
Kybernetika, 2010

Generalized linear fractional programming under interval uncertainty.
Eur. J. Oper. Res., 2010

Multiparametric linear programming: Support set and optimal partition invariancy.
Eur. J. Oper. Res., 2010

2009
Optimal value range in interval linear programming.
Fuzzy Optim. Decis. Mak., 2009

2008
Description of Symmetric and Skew-Symmetric Solution Set.
SIAM J. Matrix Anal. Appl., 2008

Additive and multiplicative tolerance in multiobjective linear programming.
Oper. Res. Lett., 2008

Computing the tolerances in multiobjective linear programming.
Optim. Methods Softw., 2008

Separation of convex polyhedral sets with column parameters.
Kybernetika, 2008

2007
Solution Set Characterization of Linear Interval Systems with a Specific Dependence Structure.
Reliab. Comput., 2007


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