Juan Carlos Figueroa García

According to our database, Juan Carlos Figueroa García authored at least 83 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Classification of Users of a Health Service Provider Using Unsupervised Machine Learning Methods.

Marlon David Arango-Abella, Juan Carlos Figueroa-García

SN Comput. Sci., June, 2024

On cosine fuzzy sets and uncertainty quantification.

Juan Carlos Figueroa-García, Roman Neruda, Germán Jairo Hernández-Pérez

Eng. Appl. Artif. Intell., 2024

2023

On the Variance of Interval Type-2 Fuzzy Sets.

Juan Carlos Figueroa-García, Jennifer Soraya Ramos-Cuesta, Germán Jairo Hernández-Pérez

IEEE Trans. Fuzzy Syst., 2023

A genetic algorithm for multivariate missing data imputation.

Juan Carlos Figueroa-García, Roman Neruda, Germán Jairo Hernández-Pérez

Inf. Sci., 2023

On Truncating Fuzzy Numbers with α-Levels.

Juan Carlos Figueroa García, Roman Neruda, Carlos Franco

Proceedings of the Fuzzy Information Processing 2023, 2023

Estimating Skewness and Higher Central Moments of an Interval-Valued Fuzzy Set.

Juan Carlos Figueroa García, Martine Ceberio, Olga Kosheleva, Vladik Kreinovich

Proceedings of the Uncertainty, Constraints, and Decision Making, 2023

2022

An Optimization Model for Location-Allocation of Health Services Under Uncertainty.

Juan Carlos Figueroa-García, Carlos Franco, Roman Neruda

Proceedings of the Computational Intelligence Methodologies Applied to Sustainable Development Goals, 2022

Type-reduction of Interval Type-2 fuzzy numbers via the Chebyshev inequality.

Juan Carlos Figueroa-García, Heriberto Román-Flores, Yurilev Chalco-Cano

Fuzzy Sets Syst., 2022

An Approach to Simulation of Fuzzy Linguistic Variables.

Juan Carlos Figueroa García, Jhoan Sebastian Tenjo-García, Jennifer Soraya Ramos-Cuesta

Proceedings of the Applications of Fuzzy Techniques, 2022

An Experimental Study on Fuzzy Markov Chains Under M_n Generalized Mean Relation.

Juan Carlos Figueroa García, Roman Neruda, Yurilev Chalco-Cano

Proceedings of the Applications of Fuzzy Techniques, 2022

2021

Fuzzy Random Variable Generation Using $\alpha$-Cuts.

Juan Carlos Figueroa-García, Christian Alfredo Varón-Gaviria, José Luis Barbosa-Fontecha

IEEE Trans. Fuzzy Syst., 2021

How Accurate Are Fuzzy Control Recommendations: Interval-Valued Case.

Juan Carlos Figueroa García, Vladik Kreinovich

Adv. Artif. Intell. Mach. Learn., 2021

A Note on the KM Algorithm for Computing the Variance of an Interval Type-2 Fuzzy Set.

Juan Carlos Figueroa-García, Carlos Franco, Jhoan Sebastian Tenjo-García

Proceedings of the Explainable AI and Other Applications of Fuzzy Techniques, 2021

Automated Machine Learning Strategies to Damage Identification of Neurofibromatosis Mutations.

Alvaro David Orjuela-Cañón, Juan Carlos Figueroa-García, Roman Neruda

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

Representation of the Minkowski metric as a fuzzy set.

Juan Carlos Figueroa-García, Miguel Alberto Melgarejo-Rey, Germán Jairo Hernández-Pérez

Optim. Lett., 2020

A note on defuzzification of type-2 fuzzy intervals.

Heriberto Román-Flores, Yurilev Chalco-Cano, Juan Carlos Figueroa-García

Fuzzy Sets Syst., 2020

Solving Capacitated Vehicle Routing Problems with Fuzzy Delivery Costs and Fuzzy Demands.

Juan Carlos Figueroa García, Jhoan Sebastian Tenjo-García

Proceedings of the Fuzzy Information Processing 2020, 2020

Centroids Beyond Defuzzification.

Juan Carlos Figueroa García, Christian Servin, Vladik Kreinovich

Proceedings of the Fuzzy Information Processing 2020, 2020

An Approach for Solving Fully Interval Production Planning Problems.

Juan Carlos Figueroa García, Carlos Franco

Proceedings of the Fuzzy Information Processing 2020, 2020

On the relationship between the centroid and the footprint of uncertainty of Interval Type-2 fuzzy numbers.

Juan Carlos Figueroa-García, Roman Neruda, Yurilev Chalco-Cano, Heriberto Román-Flores

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

A Comparison of Some t-Norms and t-Conorms over the Steady State of a Fuzzy Markov Chain.

Juan Carlos Figueroa-García

Proceedings of the Decision Making under Constraints, 2020

2019

Optimal solutions for group matrix games involving interval-valued Fuzzy Numbers.

Juan Carlos Figueroa-García, Aparna Mehra, Suresh Chandra

Fuzzy Sets Syst., 2019

On the boundaries of the centroid of a class of fuzzy numbers.

Juan Carlos Figueroa-García, Alvaro David Orjuela-Cañón, Roman Neruda

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019

Fuzzy Approach to Optimal Placement of Health Centers.

Juan Carlos Figueroa-García, Carlos Franco, Vladik Kreinovich

Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

A Note on the Centroid, Yager Index and Sample Mean for Fuzzy Numbers.

Juan Carlos Figueroa-García, Jairo Soriano-Mendez, Miguel Alberto Melgarejo-Rey

Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

2018

Yager Index and Ranking for Interval Type-2 Fuzzy Numbers.

Juan Carlos Figueroa García, Yurilev Chalco-Cano, Heriberto Román-Flores

IEEE Trans. Fuzzy Syst., 2018

A Fuzzy Linear Fractional Programming Approach to Design of Distribution Networks.

Eduyn López-Santana, Carlos Franco, Juan Carlos Figueroa-García

Proceedings of the Applied Computer Sciences in Engineering, 2018

Optimization Under Fuzzy Constraints: From a Heuristic Algorithm to an Algorithm that Always Converges.

Vladik Kreinovich, Juan Carlos Figueroa-García

Proceedings of the Applied Computer Sciences in Engineering, 2018

A Mathematical Model Under Uncertainty for Optimizing Medicine Logistics in Hospitals.

Carlos Franco, Eduyn Ramiro López-Santana, Juan Carlos Figueroa-García

Proceedings of the Applied Computer Sciences in Engineering, 2018

A Note About the (x, y) Coordinates of the Centroid of a Fuzzy Set.

Juan Carlos Figueroa-García, Eduyn Ramiro López-Santana, Carlos Alberto Franco-Franco

Proceedings of the Applied Computer Sciences in Engineering, 2018

A Comparative Study Among ANFIS, ANNs, and SONFIS for Volatile Time Series.

Jairo Andres Perdomo-Tovar, Eiber Arley Galindo-Arevalo, Juan Carlos Figueroa-García

Proceedings of the Fuzzy Information Processing, 2018

Solving Transhipment Problems with Fuzzy Delivery Costs and Fuzzy Constraints.

Juan Carlos Figueroa-García, Jhoan Sebastian Tenjo-García, Camilo Alejandro Bustos-Tellez

Proceedings of the Fuzzy Information Processing, 2018

Solving Job-Shop Scheduling Problems with Fuzzy Processing Times and Fuzzy Due Dates.

Camilo Alejandro Bustos-Tellez, Jhoan Sebastian Tenjo-García, Juan Carlos Figueroa-García

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

2017

Fuzzy Uncertainty in Random Variable Generation: A Cumulative Membership Function Approach.

Diana Giseth Pulido-López, Mabel García, Juan Carlos Figueroa-García

Proceedings of the Applied Computer Sciences in Engineering, 2017

Simulation of Fuzzy Inference System to Task Scheduling in Queueing Networks.

Eduyn Ramiro López-Santana, Carlos Alberto Franco-Franco, Juan Carlos Figueroa-García

Proceedings of the Applied Computer Sciences in Engineering, 2017

Solving the Interval Green Inventory Routing Problem Using Optimization and Genetic Algorithms.

Carlos Franco, Eduyn Ramiro López-Santana, Juan Carlos Figueroa-García

Proceedings of the Applied Computer Sciences in Engineering, 2017

A Distance Measure Between Fuzzy Variables.

Juan Carlos Figueroa-García, Eduyn Ramiro López-Santana, Carlos Alberto Franco-Franco

Proceedings of the Applied Computer Sciences in Engineering, 2017

Weak and Strong Solutions for Fuzzy Linear Programming Problems.

Juan Carlos Figueroa-García, Germán Jairo Hernández-Pérez

Proceedings of the Fuzzy Logic in Intelligent System Design, 2017

Fuzzy Uncertainty in Random Variable Generation: An α-Cut Approach.

Christian Alfredo Varón-Gaviria, José Luis Barbosa-Fontecha, Juan Carlos Figueroa-García

Proceedings of the Intelligent Computing Methodologies - 13th International Conference, 2017

A Fuzzy Inference System to Scheduling Tasks in Queueing Systems.

Eduyn Ramiro López-Santana, Carlos Franco, Juan Carlos Figueroa-García

Proceedings of the Intelligent Computing Methodologies - 13th International Conference, 2017

A Three-Step Deep Neural Network Methodology for Exchange Rate Forecasting.

Juan Carlos Figueroa García, Eduyn López-Santana, Carlos Alberto Franco-Franco

Proceedings of the Intelligent Computing Theories and Application, 2017

2016

A Model for Fuzzy-Cost Travel Distribution Problems Using Entropy Measures.

Jenny Paola León, Juan Carlos Figueroa-García, Héctor A. López-Ospina

Proceedings of the Applied Computer Sciences in Engineering, 2016

A Note About Sensitivity Analysis for the Soft Constraints Model.

Germán Jairo Hernández-Pérez, Juan Carlos Figueroa-García

Proceedings of the Applied Computer Sciences in Engineering, 2016

On Computing the Footprint of Uncertainty of an Interval Type-2 Fuzzy Set as Uncertainty Measure.

Juan Carlos Figueroa-García, Germán Jairo Hernández-Pérez, Yurilev Chalco-Cano

Proceedings of the Applied Computer Sciences in Engineering, 2016

On α-representation of Type-2 fuzzy sets.

Juan Carlos Figueroa García

Proceedings of the 2016 Annual Conference of the North American Fuzzy Information Processing Society, 2016

A Simulation Study on Quasi Type-2 Fuzzy Markov Chains.

Sandy Katina Salamanca-Rivera, Luis Carlos Giraldo-Arcos, Juan Carlos Figueroa García

Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

Feasibility Analysis for Fuzzy/Crisp Linear Programming Problems.

Juan Carlos Figueroa García, Cesar Amilcar Lopez Bello, Germán Jairo Hernández-Pérez

Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

Quasi Type-2 fuzzy Markov chains: An approach.

Juan Carlos Figueroa García, Luis Carlos Giraldo-Arcos, Sandy Katina Salamanca-Rivera

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015

Multiple Experts Knowledge in Fuzzy Optimization of Logistic Networks.

Juan Carlos Figueroa García, Dusko Kalenatic, Cesar Amilcar Lopez Bello

Proceedings of the Intelligent Techniques in Engineering Management, 2015

Rule generation of fuzzy logic systems using a self-organized fuzzy neural network.

Juan Carlos Figueroa García, Cynthia Maria Ochoa-Rey, Jose Alejandro Avellaneda Gonzalez

Neurocomputing, 2015

Distance measures for Interval Type-2 fuzzy numbers.

Juan Carlos Figueroa García, Yurilev Chalco-Cano, Heriberto Román-Flores

Discret. Appl. Math., 2015

A centroid-based approach for solving linear programming problems with Interval Type-2 Fuzzy technological coefficients.

Juan Carlos Figueroa García, Germán Jairo Hernández-Pérez

Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

Type-2 Fuzzy Uncertainty in Goal Programming.

Juan S. Patino-Callejas, Krisna Y. Espinosa-Ayala, Juan Carlos Figueroa García

Proceedings of the Workshop on Fuzzy Logic in AI, 2015

On Solving CCR-DEA Problems Involving Type-2 Fuzzy Uncertainty Using Centroid-Based Optimization.

Juan Carlos Figueroa García, Carlos Eduardo Castro-Cabrera

Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015

2014

A Multiple Means Transportation Model with Type-2 Fuzzy Uncertainty.

Juan Carlos Figueroa García, Germán Jairo Hernández

Proceedings of the Supply Chain Management Under Fuzziness, 2014

Linear Programming with Interval Type-2 Fuzzy Constraints.

Juan Carlos Figueroa García, Germán Jairo Hernández

Proceedings of the Constraint Programming and Decision Making, 2014

Solving PERT Problems Involving Type-2 Fuzzy Uncertainty: An Approach.

Juan Carlos Figueroa García, Iván Darío Jiménez-Medina, Rausses Danilo Rojas-Olaya

Proceedings of the Technologies and Applications of Artificial Intelligence, 2014

Non-cooperative Games Involving Type-2 Fuzzy Uncertainty: An Approach.

Juan Carlos Figueroa García, Emanuel Jonathan Medina-Pinzón, Jannan David Rubio-Espinosa

Proceedings of the Computer Information Systems and Industrial Management, 2014

2013

Interval Type-2 Fuzzy Markov Chains.

Juan Carlos Figueroa-García

Proceedings of the Advances in Type-2 Fuzzy Sets and Systems - Theory and Applications, 2013

Incomplete Time Series: Imputation through Genetic Algorithms.

Juan Carlos Figueroa García, Dusko Kalenatic, Cesar Amilcar Lopez Bello

Proceedings of the Time Series Analysis, Modeling and Applications, 2013

Solving linear programming problems with Interval Type-2 fuzzy constraints using interval optimization.

Juan Carlos Figueroa García, Germán Jairo Hernández

Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

A note on "Solving Fuzzy Linear Programming Problems with Interval Type-2 RHS".

Juan Carlos Figueroa García, Germán Jairo Hernández

Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

A Self-Organized Fuzzy Neural Network Approach for Rule Generation of Fuzzy Logic Systems.

Juan Carlos Figueroa García, Cynthia Ochoa-Rey, Jose Alejandro Avellaneda Gonzalez

Proceedings of the Emerging Intelligent Computing Technology and Applications, 2013

Behavior of the Soft Constraints Method Applied to Interval Type-2 Fuzzy Linear Programming Problems.

Juan Carlos Figueroa García, Germán Jairo Hernández

Proceedings of the Intelligent Computing Theories and Technology, 2013

2012

Multi-period Mixed Production Planning with uncertain demands: Fuzzy and interval fuzzy sets approach.

Juan Carlos Figueroa García, Dusko Kalenatic, Cesar Amilcar Lopez Bello

Fuzzy Sets Syst., 2012

A Transportation Model with Interval Type-2 Fuzzy Demands and Supplies.

Juan Carlos Figueroa García, Germán Jairo Hernández

Proceedings of the Intelligent Computing Technology - 8th International Conference, 2012

Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints.

Juan Carlos Figueroa García, Germán Jairo Hernández

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

An approximation method for Type Reduction of an Interval Type-2 Fuzzy Set based on a-cuts.

Juan Carlos Figueroa García

Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

A Self-Organizing Neural Fuzzy System to forecast the price of Ecopetrol shares.

Jose Alejandro Avellaneda Gonzalez, Cynthia Maria Ochoa-Rey, Juan Carlos Figueroa García

Proceedings of the 2012 IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2012

2011

Missing data imputation in multivariate data by evolutionary algorithms.

Juan Carlos Figueroa García, Dusko Kalenatic, Cesar Amilcar Lopez Bello

Comput. Hum. Behav., 2011

Interval type-2 fuzzy linear programming: Uncertain constraints.

Juan Carlos Figueroa García

Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011

A Linear Regression Model for Nonlinear Fuzzy Data.

Juan Carlos Figueroa García, Jesús Rodríguez-López

Proceedings of the Bio-Inspired Computing and Applications, 2011

Interval Type-2 Fuzzy Markov Chains: Type Reduction.

Juan Carlos Figueroa García, Dusko Kalenatic, Cesar Amilcar Lopez Bello

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2011

2010

An Evolutionary Approach for Imputing Missing Data in Time Series.

Juan Carlos Figueroa García, Dusko Kalenatic, Cesar Amilcar Lopez Bello

J. Circuits Syst. Comput., 2010

Linear programming with fuzzy joint parameters: An iterative method.

Juan Carlos Figueroa García, Leidy Yamile Olarte Ramos, John Fredy Camargo Sanabria

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

A Neuro-Evolutive Interval Type-2 TSK Fuzzy System for Volatile Weather Forecasting.

Dusko Kalenatic, Juan Carlos Figueroa García, Cesar Amilcar Lopez Bello

Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010

Scalarization of Type-1 Fuzzy Markov Chains.

Dusko Kalenatic, Juan Carlos Figueroa García, Cesar Amilcar Lopez Bello

Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010

2009

An Evolutive Interval Type-2 TSK Fuzzy Logic System for Volatile Time Series Identification.

Juan Carlos Figueroa García

Proceedings of the IEEE International Conference on Systems, 2009

Solving Fuzzy Linear Programming Problems with Interval Type-2 RHS.

Juan Carlos Figueroa García

Proceedings of the IEEE International Conference on Systems, 2009

On the Robustness of Type-1 and Type-2 Fuzzy Tests vs. ANOVA Tests on Means.

Juan Carlos Figueroa García, Dusko Kalenatic, Cesar Amilcar Lopez Bello

Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009

2008

A Fuzzy Logic Approach to Test Statistical Hypothesis on Means.

Juan Carlos Figueroa García, José Jairo Soriano Méndez

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

Missing Data Imputation in Time Series by Evolutionary Algorithms.

Juan Carlos Figueroa García, Dusko Kalenatic, Cesar Amilcar Lopez Bello

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

A Simulation Study on Fuzzy Markov Chains.

Juan Carlos Figueroa García, Dusko Kalenatic, Cesar Amilcar Lopez Bello

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, 2008