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Carlos Manuel Martin Barreiro

Profesor Titular

ESPOL

Guayaquil, Ecuador

Líneas de Investigación


Estadística Multivariante; Optimización; Heurísticas; Métodos Numéricos; Ecuaciones Diferenciales

Educación

  •  PhD en Estadística Multivariante, Universidad de Salamanca. España, 2021
  •  Máster en Matemática Aplicada (Optimización), ESPOL. Ecuador, 2013
  •  Máster en Administración de Empresas (Finanzas), ESPOL. Ecuador, 2004
  •  Máster en Sistemas de Información, ESPOL. Ecuador, 2002
  •  Ingeniero en Ciencias Computacionales, ESPOL. Ecuador, 2000

Experiencia Académica

  •   Profesor Titular Full Time

    ESPOL

    Facultad de Ciencias Naturales y Matemáticas (FCNM-ESPOL)

    Guayaquil, Ecuador

    2001 - At present

Experiencia Profesional

  •   Gerente General Full Time

    Martín & Martín

    Guayaquil, Ecuador

    1997 - 2004

Premios y Distinciones

  •   Premio Extraordinario de Doctorado

    Universidad de Salamanca

    España, 2021

    Premio Extraordinario de Doctorado (2020-2021). Campo de Investigación: Matemáticas. Escuela de Doctorado. Universidad de Salamanca.


 

Article (32)

Addressing a decision problem through a bipolar Pythagorean fuzzy approach: A novel methodology applied to digital marketing

Kuppusamy, Vishalakshi; Shanmugasundaram, Maragathavalli; Dhandapani, Prasantha Bharathi; Martin-Barreiro, Carlos; Cabezas, Xavier; Leiva, Victor; Castro, Cecilia

Article ISI
HELIYON  (2024)

An IoT-fuzzy intelligent approach for holistic management of COVID-19 patients

Rahman, Muhammad Zia Ur; Akbar, Muhammad Azeem; Leiva, Victor; Martin-Barreiro, Carlos; Imran, Muhammad; Riaz, Muhammad Tanveer; Castro, Cecilia

Article ISI
HELIYON  (2024)

Efficiency, optimality, and selection in a rigid actuation system with matching capabilities for an assistive robotic exoskeleton

Ghaffar, Asim; Rahman, Muhammad Zia Ur; Leiva, Victor; Martin-Barreiro, Carlos; Ali, Imran; Cabezas, Xavier; Castro, Cecilia

Article ISI
ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH  (2024)

A new approach to data differential privacy based on regression models under heteroscedasticity with applications to machine learning repository data

Manchini, Carlos; Ospina, Raydonal; Leiva, Victor; Martin-Barreiro, Carlos

Article ISI
INFORMATION SCIENCES  (2023)

An intelligent health monitoring and diagnosis system based on the internet of things and fuzzy logic for cardiac arrhythmia COVID-19 patients

Rahman, Muhammad Zia; Akbar, Muhammad Azeem; Leiva, Victor; Tahir, Abdullah; Riaz, Muhammad Tanveer; Martin-Barreiro, Carlos

Article ISI
COMPUTERS IN BIOLOGY AND MEDICINE  (2023)

Assessment of profitability and efficiency of regulatory acts on energy-intensive industries: a panel data methodology and case study in India

Sharma, Prayas; Sharma, Anukriti; Leiva, Victor; Cabezas, Xavier; Martin-Barreiro, Carlos

Article ISI
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT  (2023)

Construction of a repetitive magic square with Ramanujan?s number as its product

Dhandapani, Prasantha Bharathi; Leiva, Victor; Martin-Barreiro, Carlos

Article ISI
HELIYON  (2023)

Fractional Transformation-Based Decentralized Robust Control of a Coupled-Tank System for Industrial Applications

Rahman, Muhammad Z. U.; Leiva, Victor; Ghaffar, Asim; Martin-Barreiro, Carlos; Waleed, Aashir; Cabezas, Xavier; Castro, Cecilia

Article ISI
Fractal and Fractional  (2023)

Fractional Transformation-Based Intelligent H-Infinity Controller of a Direct Current Servo Motor

Rahman, Muhammad Zia Ur; Leiva, Victor; Martin-Barreiro, Carlos; Mahmood, Imran; Usman, Muhammad; Rizwan, Mohsin

Article ISI
Fractal and Fractional  (2023)

Improvement of Furuta's Inequality with Applications to Numerical Radius

Alomari, Mohammad W.; Bakherad, Mojtaba; Hajmohamadi, Monire; Chesneau, Christophe; Leiva, Victor; Martin-Barreiro, Carlos

Article ISI
MATHEMATICS  (2023)

On a Novel Dynamics of a SIVR Model Using a Laplace Adomian Decomposition Based on a Vaccination Strategy

Dhandapani, Prasantha Bharathi; Leiva, Victor; Martin-Barreiro, Carlos; Rangasamy, Maheswari

Article ISI
Fractal and Fractional  (2023)

On the Use of Variability Measures to Analyze Source Coding Data Based on the Shannon Entropy

de Oliveira, Helio M.; Ospina, Raydonal; Martin-Barreiro, Carlos; Leiva, Victor; Chesneau, Christophe

Article ISI
MATHEMATICS  (2023)

Statistical characterization of vaccinated cases and deaths due to COVID-19: methodology and case study in South America

Martin-Barreiro, Carlos; Cabezas, Xavier; Leiva, Victor; Ramos-De Santis, Pedro; Ramirez-Figueroa, John A.; Delgado, Erwin J.

Article ISI
AIMS MATHEMATICS  (2023)

The Continuous Bernoulli Distribution: Mathematical Characterization, Fractile Regression, Computational Simulations, and Applications

Korkmaz, Mustafa C.; Leiva, Victor; Martin-Barreiro, Carlos

Article ISI
Fractal and Fractional  (2023)

The r-hypergeometric distribution: Characterization, mathematical methods, simulations, and applications in sciences and engineering

Diaz-Rodriguez, Martin; Leiva, Victor; Martin-Barreiro, Carlos; Cabezas, Xavier; Mahdi, Esam

Article ISI
MATHEMATICAL METHODS IN THE APPLIED SCIENCES  (2023)

Weibull Regression and Machine Learning Survival Models: Methodology, Comparison, and Application to Biomedical Data Related to Cardiac Surgery

Cavalcante, Thalytta; Ospina, Raydonal; Leiva, Victor; Cabezas, Xavier; Martin-Barreiro, Carlos

Article ISI
BIOLOGY-BASEL  (2023)

A New Wavelet-Based Privatization Mechanism for Probability Distributions

de Oliveira, Helio M.; Ospina, Raydonal; Leiva, Victor; Martin-Barreiro, Carlos; Chesneau, Christophe

Article ISI
SENSORS  (2022)

A Robust Controller of a Reactor Electromicrobial System Based on a Structured Fractional Transformation for Renewable Energy

Rahman, Muhammad Zia Ur; Liaquat, Rabia; Rizwan, Mohsin; Martin-Barreiro, Carlos; Leiva, Victor

Article ISI
Fractal and Fractional  (2022)

An Equity-Based Optimization Model to Solve the Location Problem for Healthcare Centers Applied to Hospital Beds and COVID-19 Vaccination

Delgado, Erwin J.; Cabezas, Xavier; Martin-Barreiro, Carlos; Leiva, Victor; Rojas, Fernando

Article ISI
MATHEMATICS  (2022)

Improvement of Some Hayashi-Ostrowski Type Inequalities with Applications in a Probability Setting

Alomari, Mohammad W.; Chesneau, Christophe; Leiva, Victor; Martin-Barreiro, Carlos

Article ISI
MATHEMATICS  (2022)

Modeling Inventory Cost Savings and Supply Chain Success Factors: A Hybrid Robust Compromise Multi-Criteria Approach

Rojas, Fernando; Wanke, Peter; Leiva, Victor; Huerta, Mauricio; Martin-Barreiro, Carlos

Article ISI
MATHEMATICS  (2022)

Modern Multivariate Statistical Methods for Evaluating the Impact of WhatsApp on Academic Performance: Methodology and Case Study in India

Sharma, Prayas; Singh, Ashish Kumar; Leiva, Victor; Martin-Barreiro, Carlos; Cabezas, Xavier

Article ISI
APPLIED SCIENCES-BASEL  (2022)

Numerical Solutions of a Differential System Considering a Pure Hybrid Fuzzy Neutral Delay Theory

Dhandapani, Prasantha Bharathi; Thippan, Jayakumar; Martin-Barreiro, Carlos; Leiva, Victor; Chesneau, Christophe

Article ISI
ELECTRONICS  (2022)

On a Novel Dynamics of SEIR Epidemic Models with a Potential Application to COVID-19

Rangasamy, Maheswari; Chesneau, Christophe; Martin-Barreiro, Carlos; Leiva, Victor

Article ISI
SYMMETRY-BASEL  (2022)

A New Algorithm for Computing Disjoint Orthogonal Components in the Parallel Factor Analysis Model with Simulations and Applications to Real-World Data

Martin-Barreiro, Carlos; Ramirez-Figueroa, John A.; Cabezas, Xavier; Leiva, Victor; Martin-Casado, Ana; Purificacion Galindo-Villardon, M.

Article ISI
MATHEMATICS  (2021)

A New Algorithm for Computing Disjoint Orthogonal Components in the Three-Way Tucker Model

Martin-Barreiro, Carlos; Ramirez-Figueroa, John A.; Nieto-Librero, Ana B.; Leiva, Victor; Martin-Casado, Ana; Galindo-Villardon, M. Purificacion

Article ISI
MATHEMATICS  (2021)

A New Approach to Predicting Cryptocurrency Returns Based on the Gold Prices with Support Vector Machines during the COVID-19 Pandemic Using Sensor-Related Data

Mahdi, Esam; Leiva, Victor; Mara'Beh, Saed; Martin-Barreiro, Carlos

Article ISI
SENSORS  (2021)

A New Birnbaum-Saunders Distribution and Its Mathematical Features Applied to Bimodal Real-World Data from Environment and Medicine

Reyes, Jimmy; Arrue, Jaime; Leiva, Victor; Martin-Barreiro, Carlos

Article ISI
MATHEMATICS  (2021)

A new principal component analysis by particle swarm optimization with an environmental application for data science

Ramirez-Figueroa, John A.; Martin-Barreiro, Carlos; Nieto-Librero, Ana B.; Leiva, Victor; Galindo-Villardon, M. Purificacion

Article ISI
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT  (2021)

A Two-Stage Location Problem with Order Solved Using a Lagrangian Algorithm and Stochastic Programming for a Potential Use in COVID-19 Vaccination Based on Sensor-Related Data

Cabezas, Xavier; Garcia, Sergio; Martin-Barreiro, Carlos; Delgado, Erwin; Leiva, Victor

Article ISI
SENSORS  (2021)

Disjoint and Functional Principal Component Analysis for Infected Cases and Deaths Due to COVID-19 in South American Countries with Sensor-Related Data

Martin-Barreiro, Carlos; Ramirez-Figueroa, John A.; Cabezas, Xavier; Leiva, Victor; Purificacion Galindo-Villardon, M.

Article ISI
SENSORS  (2021)

Lot-Size Models with Uncertain Demand Considering Its Skewness/Kurtosis and Stochastic Programming Applied to Hospital Pharmacy with Sensor-Related COVID-19 Data

Rojas, Fernando; Leiva, Victor; Huerta, Mauricio; Martin-Barreiro, Carlos

Article ISI
SENSORS  (2021)

32
Carlos Martin

Profesor Titular

Matemáticas

ESPOL

Guayaquil, Ecuador

2
Fernando Rojas

Académico

Universidad de Valparaíso

Valparaíso, Chile