Mariela Cerrada

54 papers B 3C 2Journal 41Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Attention-Based Multisignal Representation of High-Resolution Time Series: A Fault Detection Method for Industrial Machinery. IEEE Trans. Ind. Electron. Diego Cabrera, Jiapeng Wu, Mariela Cerrada, René-Vinicio Sánchez, Fernando Sancho, Jianyu Long, Chuan Li
2025	J	`jnl`	Fault Diagnosis Generalization Improvement Through Contrastive Learning for a Multistage Centrifugal Pump. IEEE Trans. Reliab. Jiapeng Wu, Diego Cabrera, Mariela Cerrada, René-Vinicio Sánchez, Fernando Sancho, Edgar Estupiñan
2025	—	`conf`	Industry 4.0 Technologies for an Observer-Based Gearbox Fault Detection Architecture. ICPHM Deiver Jiménez-Santín, Mariela Cerrada, René-Vinicio Sánchez, Rocco Cassandro
2025	J	`jnl`	One-Class Learning-Based Contrastive Reconstruction Framework for the Anomaly Detection of Reciprocating Machinery. IEEE Trans. Reliab. Diego Cabrera, Jiapeng Wu, Mariela Cerrada, René-Vinicio Sánchez, Fernando Sancho, Jianyu Long, Chuan Li
2025	—	`conf`	Poincaré Features for Estimation of Remaining Useful Life in Roller Bearings. ICPHM Rubén Medina, René-Vinicio Sánchez, Diego Cabrera, Mariela Cerrada
2024	J	`jnl`	Evaluation of Hand-Crafted Feature Extraction for Fault Diagnosis in Rotating Machinery: A Survey. Sensors René-Vinicio Sánchez, Jean Carlo Macancela, Luis-Renato Ortega, Diego Cabrera, Fausto Pedro García Márquez, Mariela Cerrada
2024	—	`conf`	Fault Diagnosis in Hybrid-Fiber Coaxial Networks Using Sliding Window-Based Features. ICSRS Rocco Cassandro, Zhaojun Steven Li, Jason W. Rupe, Mariela Cerrada
2024	J	`jnl`	Scale-Fractal Detrended Fluctuation Analysis for Fault Diagnosis of a Centrifugal Pump and a Reciprocating Compressor. Sensors Rubén Medina, René-Vinicio Sánchez, Diego Cabrera, Mariela Cerrada, Edgar Estupiñan, Wengang Ao, Rafael E. Vásquez
2024	J	`jnl`	Threshold-guided multi-objective Generative Adversarial Networks for constructing artificial yet representative driving cycles. Eng. Appl. Artif. Intell. Fannia Pacheco, Mariela Cerrada, José Ignacio Huertas
2023	J	`jnl`	Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks. J. Comput. Inf. Sci. Eng. Mario Peña, Mariela Cerrada, Rubén Medina, Diego Cabrera, René-Vinicio Sánchez
2023	J	`jnl`	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. Earth Sci. Informatics Diego Cabrera, María J. Quinteros, Mariela Cerrada, René-Vinicio Sánchez, Mario Guallpa, Fernando Sancho, Chuan Li
2022	J	`jnl`	Deep Ensemble-Based Classifier for Transfer Learning in Rotating Machinery Fault Diagnosis. IEEE Access Fannia Pacheco, Alin Drimus, Lars Duggen, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez
2022	J	`jnl`	Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM. J. Intell. Manuf. Rubén Medina, Jean Carlo Macancela, Pablo Lucero, Diego Cabrera, René-Vinicio Sánchez, Mariela Cerrada
2021	J	`jnl`	One-Shot Fault Diagnosis of Three-Dimensional Printers Through Improved Feature Space Learning. IEEE Trans. Ind. Electron. Chuan Li, Diego Cabrera, Fernando Sancho, René-Vinicio Sánchez, Mariela Cerrada, José Valente de Oliveira
2020	J	`jnl`	Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor. Neurocomputing Diego Cabrera, Adriana Guamán, Shaohui Zhang, Mariela Cerrada, René-Vinicio Sánchez, Juan Cevallos, Jianyu Long, Chuan Li
2020	J	`jnl`	Knowledge extraction from deep convolutional neural networks applied to cyclo-stationary time-series classification. Inf. Sci. Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Chuan Li
2019	J	`jnl`	A Systematic Review of Fuzzy Formalisms for Bearing Fault Diagnosis. IEEE Trans. Fuzzy Syst. Chuan Li, José Valente de Oliveira, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Grover Zurita
2019	J	`jnl`	A hybrid heuristic algorithm for evolving models in simultaneous scenarios of classification and clustering. Knowl. Inf. Syst. Mariela Cerrada, José Aguilar, Junior Altamiranda, René-Vinicio Sánchez
2019	J	`jnl`	Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery. IEEE Access Diego Cabrera, Fernando Sancho, Jianyu Long, René-Vinicio Sánchez, Shaohui Zhang, Mariela Cerrada, Chuan Li
2019	J	`jnl`	Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes. Comput. Intell. Neurosci. Rodrigo P. Monteiro, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Carmelo J. A. Bastos Filho
2018	J	`jnl`	A comparison of fuzzy clustering algorithms for bearing fault diagnosis. J. Intell. Fuzzy Syst. Chuan Li, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Fannia Pacheco, Gözde Ulutagay, José Valente de Oliveira
2018	J	`jnl`	A fuzzy transition based approach for fault severity prediction in helical gearboxes. Fuzzy Sets Syst. Mariela Cerrada, Chuan Li, René-Vinicio Sánchez, Fannia Pacheco, Diego Cabrera, José Valente de Oliveira
2018	J	`jnl`	A semi-supervised approach based on evolving clusters for discovering unknown abnormal condition patterns in gearboxes. J. Intell. Fuzzy Syst. Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera
2018	J	`jnl`	Echo state network and variational autoencoder for efficient one-class learning on dynamical systems. J. Intell. Fuzzy Syst. Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Felipe A. Tobar
2018	J	`jnl`	Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings. J. Intell. Fuzzy Syst. Mario Peña, Mariela Cerrada, Ximena Alvarez, Diana Jadán, Pablo Lucero, Barragán Milton, Rodrigo Guamán, René-Vinicio Sánchez
2018	J	`jnl`	Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN. J. Intell. Fuzzy Syst. René-Vinicio Sánchez, Pablo Lucero, Rafael E. Vásquez, Mariela Cerrada, Jean Macancela, Diego Cabrera
2018	J	`jnl`	Gearbox fault classification using dictionary sparse based representations of vibration signals. J. Intell. Fuzzy Syst. Rubén Medina, Ximena Alvarez, Diana Jadán, Jean Macancela, René-Vinicio Sánchez, Mariela Cerrada
2018	J	`jnl`	Procedure Based on Semantic Similarity for Merging Ontologies by Non-Redundant Knowledge Enrichment. Int. J. Knowl. Manag. Carlos Ramón Rangel, Junior Altamiranda, Mariela Cerrada, José Aguilar
2017	J	`jnl`	A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification. Knowl. Based Syst. Chuan Li, Luiz Ledo, Myriam Regattieri Delgado, Mariela Cerrada, Fannia Pacheco, Diego Cabrera, René-Vinicio Sánchez, José Valente de Oliveira
2017	J	`jnl`	Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery. Expert Syst. Appl. Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
2017	J	`jnl`	Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation. Appl. Soft Comput. Diego Cabrera, Fernando Sancho, Chuan Li, Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, José Valente de Oliveira
2017	J	`jnl`	Integration in industrial automation based on multi-agent systems using cultural algorithms for optimizing the coordination mechanisms. Comput. Ind. Juan Terán, José Aguilar-Castro, Mariela Cerrada
2017	—	`conf`	SOA Based Integrated Software to Develop Fault Diagnosis Models Using Machine Learning in Rotating Machinery. SOSE Mariela Cerrada, Fannia Pacheco, René-Vinicio Sánchez, Diego Cabrera, Jean Macancela, Pablo Lucero
2016	—	`conf`	A methodological framework using statistical tests for comparing machine learning based models applied to fault diagnosis in rotating machinery. LA-CCI Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
2016	J	`jnl`	A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions. Neurocomputing Fannia Pacheco, José Valente de Oliveira, René-Vinicio Sánchez, Mariela Cerrada, Diego Cabrera, Chuan Li, Grover Zurita, Mariano Artés
2016	B	`conf`	Clustering algorithm using rough set theory for unsupervised feature selection. IJCNN Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira
2016	J	`jnl`	Fault Diagnosis for Rotating Machinery Using Vibration Measurement Deep Statistical Feature Learning. Sensors Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera
2016	J	`jnl`	Fuzzy determination of informative frequency band for bearing fault detection. J. Intell. Fuzzy Syst. Chuan Li, José Valente de Oliveira, René-Vinicio Sánchez, Mariela Cerrada, Grover Zurita, Diego Cabrera
2016	J	`jnl`	Hierarchical feature selection based on relative dependency for gear fault diagnosis. Appl. Intell. Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, Diego Cabrera, Grover Zurita, Chuan Li
2016	J	`jnl`	Observer-biased bearing condition monitoring: From fault detection to multi-fault classification. Eng. Appl. Artif. Intell. Chuan Li, José Valente de Oliveira, Mariela Cerrada, Fannia Pacheco, Diego Cabrera, René-Vinicio Sánchez, Grover Zurita
2015	J	`jnl`	Multi-Stage Feature Selection by Using Genetic Algorithms for Fault Diagnosis in Gearboxes Based on Vibration Signal. Sensors Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Grover Zurita, Chuan Li
2015	J	`jnl`	Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis. Neurocomputing Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera, Rafael E. Vásquez
2014	J	`jnl`	Collective Learning in Multi-Agent Systems Based on Cultural Algorithms. CLEI Electron. J. Juan Terán, José Aguilar, Mariela Cerrada
2014	B	`conf`	Cultural learning for Multi-Agent System and its application to fault management. IEEE Congress on Evolutionary Computation Juan Terán, José Aguilar, Mariela Cerrada
2013	C	`conf`	Cultural Algorithms-based learning model for multi-agent systems. CLEI Juan Terán, José Aguilar, Mariela Cerrada
2013	J	`jnl`	Mathematical Models of Coordination Mechanisms in Multi-Agent Systems. CLEI Electron. J. Juan Terán, José Aguilar-Castro, Mariela Cerrada
2013	C	`conf`	Methodology for detecting the feasibility of using data mining in an organization. CLEI Carlos Ramón Rangel, Fannia Pacheco, José Aguilar, Mariela Cerrada, Altamiranda
2008	J	`jnl`	A Methodology for Modeling Systems of Engineering based on Agents. Inteligencia Artif. José Aguilar, I. Bessembel, Mariela Cerrada, Francisco Hidrobo, F. Narciso
2007	—	`conf`	A Methodology to Specify Multiagent Systems. KES-AMSTA José Aguilar, Mariela Cerrada, Francisco Hidrobo
2007	J	`jnl`	Agents-based design for fault management systems in industrial processes. Comput. Ind. Mariela Cerrada, Juan Cardillo, José Aguilar-Castro, Raúl Faneite
2006	—	`conf`	Reinforcement Learning-Based Tuning Algorithm Applied to Fuzzy Identification. ISNN (1) Mariela Cerrada, José Aguilar, André Titli
2005	—	`conf`	A Multiagent Model for Intelligent Distributed Control Systems. KES (1) José Aguilar, Mariela Cerrada, Gloria Mousalli, Franklin Rivas, Francisco Hidrobo
2005	J	`jnl`	Dynamical membership functions: an approach for adaptive fuzzy modelling. Fuzzy Sets Syst. Mariela Cerrada, José Aguilar, Eliézer Colina Morles, André Titli
2002	B	`conf`	An approach for dynamical adaptive fuzzy modeling. FUZZ-IEEE Mariela Cerrada, José Aguilar, Eliézer Colina Morles, André Titli