Mariela Cerrada Lozada

Mariela Cerrada Lozada

Universidad Politécnica Salesiana

H-index: 30

Latin America-Ecuador

About Mariela Cerrada Lozada

Mariela Cerrada Lozada, With an exceptional h-index of 30 and a recent h-index of 25 (since 2020), a distinguished researcher at Universidad Politécnica Salesiana, specializes in the field of Control systems, Artificial intelligence, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Threshold-guided multi-objective Generative Adversarial Networks for constructing artificial yet representative driving cycles

Improved Mel Frequency Cepstral Coefficients for Compressors and Pumps Fault Diagnosis with Deep Learning Models

Scale-Fractal Detrended Fluctuation Analysis for Fault Diagnosis of a Centrifugal Pump and a Reciprocating Compressor

Fault Diagnosis Generalization Improvement Through Contrastive Learning for a Multistage Centrifugal Pump

Gearbox faults severity classification using Poincaré plots of acoustic emission signals

Models of latent variables used for eating and physical activity patterns in children/adolescents: a systematic review

A Device for Running Faults in Rail Transit Lines

Rainfall Forecasting using a Bayesian framework and Long Short-Term Memory Multi-model Estimation based on an hourly meteorological monitoring network. Case of study: Andean …

Mariela Cerrada Lozada Information

University

Position

Cuenca-Ecuador

Citations(all)

4404

Citations(since 2020)

3230

Cited By

2595

hIndex(all)

30

hIndex(since 2020)

25

i10Index(all)

57

i10Index(since 2020)

47

Email

University Profile Page

Universidad Politécnica Salesiana

Google Scholar

View Google Scholar Profile

Mariela Cerrada Lozada Skills & Research Interests

Control systems

Artificial intelligence

Machine Learning

Top articles of Mariela Cerrada Lozada

Title

Journal

Author(s)

Publication Date

Threshold-guided multi-objective Generative Adversarial Networks for constructing artificial yet representative driving cycles

Engineering Applications of Artificial Intelligence

Fannia Pacheco

Mariela Cerrada

José Ignacio Huertas

2024/3/1

Improved Mel Frequency Cepstral Coefficients for Compressors and Pumps Fault Diagnosis with Deep Learning Models

Applied Sciences

Diego Cabrera

Ruben Medina

Mariela Cerrada

René-Vinicio Sánchez

Edgar Estupiñan

...

2024/2/20

Scale-Fractal Detrended Fluctuation Analysis for Fault Diagnosis of a Centrifugal Pump and a Reciprocating Compressor

Sensors

Ruben Medina

René-Vinicio Sánchez

Diego Cabrera

Mariela Cerrada

Edgar Estupiñan

...

2024/1/11

Fault Diagnosis Generalization Improvement Through Contrastive Learning for a Multistage Centrifugal Pump

IEEE Transactions on Reliability

Jiapeng Wu

Diego Cabrera

Mariela Cerrada

René-Vinicio Sánchez

Fernando Sancho

...

2024/4/17

Gearbox faults severity classification using Poincaré plots of acoustic emission signals

Applied Acoustics

Rubén Medina

René-Vinicio Sánchez

Diego Cabrera

Mariela Cerrada

Edgar Estupiñan

...

2024/3/30

Models of latent variables used for eating and physical activity patterns in children/adolescents: a systematic review

ARCHIVOS LATINOAMERICANOS DE NUTRICION

Gisselle Soto

Pablo Lucero

Samuel Escandon

Diego Cabrera

Mariela Cerrada

...

2023/7/1

A Device for Running Faults in Rail Transit Lines

Mariela Cerrada Lozada

2023/3/10

Rainfall Forecasting using a Bayesian framework and Long Short-Term Memory Multi-model Estimation based on an hourly meteorological monitoring network. Case of study: Andean …

Earth Science Informatics

Diego Cabrera

María Quinteros

Mariela Cerrada

René-Vinicio Sánchez

Mario Guallpa

...

2023/6

Modelos de variables latentes en patrones de alimentación y actividad física en niños/adolescentes: una revisión sistemática

Gisselle Soto

Pablo Lucero

Samuel Escandón

Diego Cabrera

Mariela Cerrada

...

2023

A Fault Detection Device for Track Cable

Mariela Cerrada Lozada

2023/5/9

A Fault Detection Device for Portable Track Circuit

Mariela Cerrada Lozada

2023/4/4

A Simple Yet Effective Data Augmentation for Self-Supervised Multi-stage Centrifugal Pump (MCP) Anomaly Detection

Jiapeng Wu

Diego Cabrera

Mariela Cerrada

Fernando Sancho

2023/10/10

Poincaré plot features and statistical features from current and vibration signals for fault severity classification of helical gear tooth breaks

Journal of Computing and Information Science in Engineering

Mario Peña

Mariela Cerrada

Rubén Medina

Diego Cabrera

René Vinicio Sánchez

2023/4/1

Drive-train Third Stage-based Simplified Dynamic Modeling of a Wind Turbine Oriented to Vibration Analysis

Deiver Jiménez-Santín

Mariela Cerrada

Josué Enríquez-Zárate

Diego Cabrera

René-Vinicio Sánchez

2023/10/10

A Fault Detection Device for Track Bearing

Mariela Cerrada Lozada

2023/3/26

AutoML for feature selection and model tuning applied to fault severity diagnosis in spur gearboxes

Mathematical and Computational Applications

Mariela Cerrada

Leonardo Trujillo

Daniel E Hernández

Horacio A Correa Zevallos

Jean Carlo Macancela

...

2022/1/13

Evaluation of Video Signals for Coupling Fault Detection Using the Mirror Technique

Renán Xavier Montesinos Loaiza

René-Vinicio Sanchez

Cristian Carrión

Mariela Cerrada

Diego Cabrera

2022/7/7

Fault classification in a reciprocating compressor and a centrifugal pump using non-linear entropy features

Mathematics

Ruben Medina

Mariela Cerrada

Shuai Yang

Diego Cabrera

Edgar Estupiñan

...

2022/8/23

Detección de Fallos en Engranajes a Través del Análisis de Firma de Corriente del Motor

Diego Roman Cabrera Mendieta

Rene Vinicio Sanchez Loja

Mariela Cerrada Lozada

Mauricio Leonardo Villacis Marin

David Esteban Chingal Imaicela

2022/11/22

Procesamiento inteligente de la información: aplicaciones en bioinformática, trayectorias vehiculares, mantenimiento preventivo industrial y sistemas embebidos

Waldo Hasperué

César Armando Estrebou

Genaro Camele

Paula López

Mario Peña

...

2022

See List of Professors in Mariela Cerrada Lozada University(Universidad Politécnica Salesiana)

Co-Authors

H-index: 29
René-Vinicio Sánchez Loja

René-Vinicio Sánchez Loja

Universidad Politécnica Salesiana

H-index: 28
José Valente de Oliveira

José Valente de Oliveira

Universidade do Algarve

H-index: 15
Rafael E. Vasquez

Rafael E. Vasquez

Universidad Pontificia Bolivariana

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