Intelligent Hybrid System: A Reliability-Based Failure Management Application. - José Aguilar-Castro; Mariela Cerrada-Lozada; Katiuska Morillo (J. Adv. Comput. Intell. Intell. Informatics, 2001)

An approach for dynamical adaptive fuzzy modeling. - Mariela Cerrada; José Aguilar 001; Eliézer Colina Morles; André Titli (FUZZ-IEEE, 2002)

Multi-Agents Based Reference Model for Fault Management System in Industrial Processes. - Mariela Cerrada-Lozada; Juan Cardillo; José Aguilar-Castro; Raúl Faneite (ICINCO (1), 2004)

A Multiagent Model for Intelligent Distributed Control Systems. - José Aguilar 001; Mariela Cerrada; Gloria Mousalli; Franklin Rivas; Francisco Hidrobo (KES (1), 2005)

Dynamical membership functions: an approach for adaptive fuzzy modelling. - Mariela Cerrada; José Aguilar 001; Eliézer Colina Morles; André Titli (Fuzzy Sets Syst., 2005)

Reinforcement Learning-Based Tuning Algorithm Applied to Fuzzy Identification. - Mariela Cerrada; José Aguilar 001; André Titli (ISNN (1), 2006)

A Methodology to Specify Multiagent Systems. - José Aguilar 001; Mariela Cerrada; Francisco Hidrobo (KES-AMSTA, 2007)

Agents-based design for fault management systems in industrial processes. - Mariela Cerrada; Juan Cardillo; José Aguilar-Castro; Raúl Faneite (Comput. Ind., 2007)

A Methodology for Modeling Systems of Engineering based on Agents. - José Aguilar 001; I. Bessembel; Mariela Cerrada; Francisco Hidrobo; F. Narciso (Inteligencia Artif., 2008)

Methodology for detecting the feasibility of using data mining in an organization. - Carlos Ramón Rangel; Fannia Pacheco; José Aguilar 001; Mariela Cerrada; Altamiranda (CLEI, 2013)

Cultural Algorithms-based learning model for multi-agent systems. - Juan Terán; José Aguilar 001; Mariela Cerrada (CLEI, 2013)

Mathematical Models of Coordination Mechanisms in Multi-Agent Systems. - Juan Terán; José Aguilar-Castro; Mariela Cerrada (CLEI Electron. J., 2013)

Cultural learning for Multi-Agent System and its application to fault management. - Juan Terán; José Aguilar 001; Mariela Cerrada (IEEE Congress on Evolutionary Computation, 2014)

Methodological framework for data processing based on the Data Science paradigm. - Fannia Pacheco; Carlos Ramón Rangel; José Aguilar 001; Mariela Cerrada-Lozada; Junior Altamiranda (CLEI, 2014)

Collective Learning in Multi-Agent Systems Based on Cultural Algorithms. - Juan Terán; José Aguilar 001; Mariela Cerrada (CLEI Electron. J., 2014)

Invertible singleton fuzzy models: application to petroleum production control systems. - Miguel Angel Ramirez Canelón; Eliézer Colina Morles; Mariela Cerrada-Lozada (FSKD, 2015)

Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis. - Chuan Li 003; René-Vinicio Sánchez; Grover Zurita; Mariela Cerrada; Diego Cabrera 001; Rafael E. Vásquez (Neurocomputing, 2015)

Multi-Stage Feature Selection by Using Genetic Algorithms for Fault Diagnosis in Gearboxes Based on Vibration Signal. - Mariela Cerrada; René-Vinicio Sánchez; Diego Cabrera 001; Grover Zurita; Chuan Li 003 (Sensors, 2015)

Clustering algorithm using rough set theory for unsupervised feature selection. - Fannia Pacheco; Mariela Cerrada; René-Vinicio Sánchez; Diego Cabrera 001; Chuan Li 003; José Valente de Oliveira (IJCNN, 2016)

A methodological framework using statistical tests for comparing machine learning based models applied to fault diagnosis in rotating machinery. - Fannia Pacheco; Mariela Cerrada; René-Vinicio Sánchez; Diego Cabrera 001; Chuan Li 003; José Valente de Oliveira (LA-CCI, 2016)

Hierarchical feature selection based on relative dependency for gear fault diagnosis. - Mariela Cerrada; René-Vinicio Sánchez; Fannia Pacheco; Diego Cabrera 001; Grover Zurita; Chuan Li 003 (Appl. Intell., 2016)

Observer-biased bearing condition monitoring: From fault detection to multi-fault classification. - Chuan Li 003; José Valente de Oliveira; Mariela Cerrada; Fannia Pacheco; Diego Cabrera 001; René-Vinicio Sánchez; Grover Zurita (Eng. Appl. Artif. Intell., 2016)

A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions. - Fannia Pacheco; José Valente de Oliveira; René-Vinicio Sánchez; Mariela Cerrada; Diego Cabrera 001; Chuan Li 003; Grover Zurita; Mariano Artés (Neurocomputing, 2016)

Fuzzy determination of informative frequency band for bearing fault detection. - Chuan Li 003; José Valente de Oliveira; René-Vinicio Sánchez; Mariela Cerrada; Grover Zurita; Diego Cabrera 001 (J. Intell. Fuzzy Syst., 2016)

Fault Diagnosis for Rotating Machinery Using Vibration Measurement Deep Statistical Feature Learning. - Chuan Li 003; René-Vinicio Sánchez; Grover Zurita; Mariela Cerrada; Diego Cabrera 001 (Sensors, 2016)

SOA Based Integrated Software to Develop Fault Diagnosis Models Using Machine Learning in Rotating Machinery. - Mariela Cerrada; Fannia Pacheco; René-Vinicio Sánchez; Diego Cabrera 001; Jean Macancela 001; Pablo Lucero (SOSE, 2017)

Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation. - Diego Cabrera 001; Fernando Sancho; Chuan Li 003; Mariela Cerrada; René-Vinicio Sánchez; Fannia Pacheco; José Valente de Oliveira (Appl. Soft Comput., 2017)

Integration in industrial automation based on multi-agent systems using cultural algorithms for optimizing the coordination mechanisms. - Juan Terán; José Aguilar-Castro; Mariela Cerrada (Comput. Ind., 2017)

Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery. - Fannia Pacheco; Mariela Cerrada; René-Vinicio Sánchez; Diego Cabrera 001; Chuan Li 003; José Valente de Oliveira (Expert Syst. Appl., 2017)

A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification. - Chuan Li 003; Luiz Ledo; Myriam Regattieri Delgado; Mariela Cerrada; Fannia Pacheco; Diego Cabrera 001; René-Vinicio Sánchez; José Valente de Oliveira (Knowl. Based Syst., 2017)

A fuzzy transition based approach for fault severity prediction in helical gearboxes. - Mariela Cerrada; Chuan Li 003; René-Vinicio Sánchez; Fannia Pacheco; Diego Cabrera 001; José Valente de Oliveira (Fuzzy Sets Syst., 2018)

Procedure Based on Semantic Similarity for Merging Ontologies by Non-Redundant Knowledge Enrichment. - Carlos Ramón Rangel; Junior Altamiranda; Mariela Cerrada; José Aguilar 001 (Int. J. Knowl. Manag., 2018)

Echo state network and variational autoencoder for efficient one-class learning on dynamical systems. - Diego Cabrera 001; Fernando Sancho; Mariela Cerrada; René-Vinicio Sánchez; Felipe A. Tobar (J. Intell. Fuzzy Syst., 2018)

A semi-supervised approach based on evolving clusters for discovering unknown abnormal condition patterns in gearboxes. - Mariela Cerrada; René-Vinicio Sánchez; Diego Cabrera 001 (J. Intell. Fuzzy Syst., 2018)

A comparison of fuzzy clustering algorithms for bearing fault diagnosis. - Chuan Li 003; Mariela Cerrada; Diego Cabrera 001; René-Vinicio Sánchez; Fannia Pacheco; Gözde Ulutagay; José Valente de Oliveira (J. Intell. Fuzzy Syst., 2018)

Gearbox fault classification using dictionary sparse based representations of vibration signals. - Rubén Medina; Ximena Alvarez; Diana Jadán; Jean Macancela 001; René-Vinicio Sánchez; Mariela Cerrada (J. Intell. Fuzzy Syst., 2018)

Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings. - Mario Peña; Mariela Cerrada; Ximena Alvarez; Diana Jadán; Pablo Lucero; Barragán Milton; Rodrigo Guamán; René-Vinicio Sánchez (J. Intell. Fuzzy Syst., 2018)

Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN. - René-Vinicio Sánchez; Pablo Lucero; Rafael E. Vásquez; Mariela Cerrada; Jean Macancela 001; Diego Cabrera 001 (J. Intell. Fuzzy Syst., 2018)

Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery. - Diego Cabrera 001; Fernando Sancho; Jianyu Long; René-Vinicio Sánchez; Shaohui Zhang; Mariela Cerrada; Chuan Li 003 (IEEE Access, 2019)

Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes. - Rodrigo P. Monteiro; Mariela Cerrada; Diego Cabrera 001; René-Vinicio Sánchez; Carmelo J. A. Bastos Filho (Comput. Intell. Neurosci., 2019)

A hybrid heuristic algorithm for evolving models in simultaneous scenarios of classification and clustering. - Mariela Cerrada; José Aguilar 001; Junior Altamiranda; René-Vinicio Sánchez (Knowl. Inf. Syst., 2019)

A Systematic Review of Fuzzy Formalisms for Bearing Fault Diagnosis. - Chuan Li 003; José Valente de Oliveira; Mariela Cerrada; Diego Cabrera 001; René-Vinicio Sánchez; Grover Zurita (IEEE Trans. Fuzzy Syst., 2019)

Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor. - Diego Cabrera 001; Adriana Guamán; Shaohui Zhang; Mariela Cerrada; René-Vinicio Sánchez; Juan Cevallos; Jianyu Long; Chuan Li 003 (Neurocomputing, 2020)

Knowledge extraction from deep convolutional neural networks applied to cyclo-stationary time-series classification. - Diego Cabrera 001; Fernando Sancho; Mariela Cerrada; René-Vinicio Sánchez; Chuan Li 003 (Inf. Sci., 2020)

One-Shot Fault Diagnosis of Three-Dimensional Printers Through Improved Feature Space Learning. - Chuan Li 003; Diego Cabrera 001; Fernando Sancho; René-Vinicio Sánchez; Mariela Cerrada; José Valente de Oliveira (IEEE Trans. Ind. Electron., 2021)

Deep Ensemble-Based Classifier for Transfer Learning in Rotating Machinery Fault Diagnosis. - Fannia Pacheco; Alin Drimus; Lars Duggen; Mariela Cerrada; Diego Cabrera 001; René-Vinicio Sánchez (IEEE Access, 2022)

A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines. - Rodrigo de Paula Monteiro; Mariela Cerrada-Lozada; Diego Roman Cabrera Mendieta; René-Vinicio Sánchez; Carmelo José Albanez Bastos Filho (Expert Syst. Appl., 2022)

Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM. - Rubén Medina; Jean Carlo Macancela; Pablo Lucero; Diego Cabrera 001; René-Vinicio Sánchez; Mariela Cerrada (J. Intell. Manuf., 2022)

Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks. - Mario Peña; Mariela Cerrada; Rubén Medina; Diego Cabrera 001; René-Vinicio Sánchez (J. Comput. Inf. Sci. Eng., 2023)

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 Ecuadorian Tropical City. - Diego Cabrera 001; María J. Quinteros; Mariela Cerrada; René-Vinicio Sánchez; Mario Guallpa; Fernando Sancho; Chuan Li 003 (Earth Sci. Informatics, 2023)

Fault Diagnosis in Hybrid-Fiber Coaxial Networks Using Sliding Window-Based Features. - Rocco Cassandro; Zhaojun Steven Li; Jason W. Rupe; Mariela Cerrada (ICSRS, 2024)

Threshold-guided multi-objective Generative Adversarial Networks for constructing artificial yet representative driving cycles. - Fannia Pacheco; Mariela Cerrada; José Ignacio Huertas (Eng. Appl. Artif. Intell., 2024)

Scale-Fractal Detrended Fluctuation Analysis for Fault Diagnosis of a Centrifugal Pump and a Reciprocating Compressor. - Rubén Medina; René-Vinicio Sánchez; Diego Cabrera 001; Mariela Cerrada; Edgar Estupiñan; Wengang Ao; Rafael E. Vásquez (Sensors, 2024)

Evaluation of Hand-Crafted Feature Extraction for Fault Diagnosis in Rotating Machinery: A Survey. - René-Vinicio Sánchez; Jean Carlo Macancela; Luis-Renato Ortega; Diego Cabrera 001; Fausto Pedro García Márquez; Mariela Cerrada (Sensors, 2024)

Industry 4.0 Technologies for an Observer-Based Gearbox Fault Detection Architecture. - Deiver Jiménez-Santín; Mariela Cerrada; René-Vinicio Sánchez; Rocco Cassandro (ICPHM, 2025)

Poincaré Features for Estimation of Remaining Useful Life in Roller Bearings. - Rubén Medina; René-Vinicio Sánchez; Diego Cabrera 001; Mariela Cerrada (ICPHM, 2025)

Fault Diagnosis Generalization Improvement Through Contrastive Learning for a Multistage Centrifugal Pump. - Jiapeng Wu; Diego Cabrera 001; Mariela Cerrada; René-Vinicio Sánchez; Fernando Sancho; Edgar Estupiñan (IEEE Trans. Reliab., 2025)

Attention-Based Multisignal Representation of High-Resolution Time Series: A Fault Detection Method for Industrial Machinery. - Diego Cabrera 001; Jiapeng Wu; Mariela Cerrada; René-Vinicio Sánchez; Fernando Sancho; Jianyu Long; Chuan Li 003 (IEEE Trans. Ind. Electron., 2025)