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Journal Articles
- 2024
[j40]Fannia Pacheco
, Mariela Cerrada, José Ignacio Huertas:
Threshold-guided multi-objective Generative Adversarial Networks for constructing artificial yet representative driving cycles. Eng. Appl. Artif. Intell. 129: 107665 (2024)- [j39]Rubén Medina, René-Vinicio Sánchez, Diego Cabrera, Mariela Cerrada, Edgar Estupiñan, Wengang Ao, Rafael E. Vásquez:
Scale-Fractal Detrended Fluctuation Analysis for Fault Diagnosis of a Centrifugal Pump and a Reciprocating Compressor. Sensors 24(2): 461 (2024) - [j38]René-Vinicio Sánchez, Jean Carlo Macancela, Luis-Renato Ortega, Diego Cabrera, Fausto Pedro García Márquez, Mariela Cerrada:
Evaluation of Hand-Crafted Feature Extraction for Fault Diagnosis in Rotating Machinery: A Survey. Sensors 24(16): 5400 (2024) - 2023
- [j37]Diego Cabrera, María J. Quinteros, Mariela Cerrada, René-Vinicio Sánchez, Mario Guallpa, Fernando Sancho, Chuan Li:
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 16(2): 1373-1388 (2023) - [j36]Mario Peña, Mariela Cerrada, Rubén Medina, Diego Cabrera, René-Vinicio Sánchez:
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. 23(2) (2023) - 2022
- [j35]Fannia Pacheco, Alin Drimus, Lars Duggen, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez:
Deep Ensemble-Based Classifier for Transfer Learning in Rotating Machinery Fault Diagnosis. IEEE Access 10: 29778-29787 (2022) - [j34]Rodrigo de Paula Monteiro, Mariela Cerrada-Lozada, Diego Roman Cabrera Mendieta, René-Vinicio Sánchez, Carmelo José Albanez Bastos Filho:
A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines. Expert Syst. Appl. 204: 117528 (2022) - [j33]Rubén Medina, Jean Carlo Macancela, Pablo Lucero, Diego Cabrera, René-Vinicio Sánchez, Mariela Cerrada:
Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM. J. Intell. Manuf. 33(4): 1031-1055 (2022) - 2021
- [j32]Chuan Li, Diego Cabrera, Fernando Sancho, René-Vinicio Sánchez, Mariela Cerrada, José Valente de Oliveira:
One-Shot Fault Diagnosis of Three-Dimensional Printers Through Improved Feature Space Learning. IEEE Trans. Ind. Electron. 68(9): 8768-8776 (2021) - 2020
- [j31]Diego Cabrera, Adriana Guamán, Shaohui Zhang, Mariela Cerrada, René-Vinicio Sánchez, Juan Cevallos, Jianyu Long, Chuan Li:
Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor. Neurocomputing 380: 51-66 (2020) - [j30]Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Chuan Li:
Knowledge extraction from deep convolutional neural networks applied to cyclo-stationary time-series classification. Inf. Sci. 524: 1-14 (2020) - 2019
- [j29]Diego Cabrera, Fernando Sancho, Jianyu Long, René-Vinicio Sánchez, Shaohui Zhang, Mariela Cerrada, Chuan Li:
Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery. IEEE Access 7: 70643-70653 (2019) - [j28]Rodrigo P. Monteiro, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Carmelo J. A. Bastos Filho:
Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes. Comput. Intell. Neurosci. 2019: 1383752:1-1383752:13 (2019) - [j27]Mariela Cerrada, José Aguilar, Junior Altamiranda, René-Vinicio Sánchez:
A hybrid heuristic algorithm for evolving models in simultaneous scenarios of classification and clustering. Knowl. Inf. Syst. 61(2): 755-798 (2019) - [j26]Chuan Li, José Valente de Oliveira, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Grover Zurita:
A Systematic Review of Fuzzy Formalisms for Bearing Fault Diagnosis. IEEE Trans. Fuzzy Syst. 27(7): 1362-1382 (2019) - 2018
- [j25]Mariela Cerrada, Chuan Li, René-Vinicio Sánchez, Fannia Pacheco, Diego Cabrera, José Valente de Oliveira:
A fuzzy transition based approach for fault severity prediction in helical gearboxes. Fuzzy Sets Syst. 337: 52-73 (2018) - [j24]Carlos Ramón Rangel, Junior Altamiranda, Mariela Cerrada, José Aguilar:
Procedure Based on Semantic Similarity for Merging Ontologies by Non-Redundant Knowledge Enrichment. Int. J. Knowl. Manag. 14(2): 16-36 (2018) - [j23]Mario Peña, Mariela Cerrada, Ximena Alvarez, Diana Jadán, Pablo Lucero, Barragán Milton, Rodrigo Guamán, René-Vinicio Sánchez:
Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings. J. Intell. Fuzzy Syst. 34(6): 3451-3462 (2018) - [j22]René-Vinicio Sánchez, Pablo Lucero, Rafael E. Vásquez, Mariela Cerrada, Jean Macancela, Diego Cabrera:
Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN. J. Intell. Fuzzy Syst. 34(6): 3463-3473 (2018) - [j21]Chuan Li, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Fannia Pacheco, Gözde Ulutagay, José Valente de Oliveira:
A comparison of fuzzy clustering algorithms for bearing fault diagnosis. J. Intell. Fuzzy Syst. 34(6): 3565-3580 (2018) - [j20]Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera:
A semi-supervised approach based on evolving clusters for discovering unknown abnormal condition patterns in gearboxes. J. Intell. Fuzzy Syst. 34(6): 3581-3593 (2018) - [j19]Rubén Medina, Ximena Alvarez, Diana Jadán, Jean Macancela, René-Vinicio Sánchez, Mariela Cerrada:
Gearbox fault classification using dictionary sparse based representations of vibration signals. J. Intell. Fuzzy Syst. 34(6): 3605-3618 (2018) - [j18]Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Felipe A. Tobar:
Echo state network and variational autoencoder for efficient one-class learning on dynamical systems. J. Intell. Fuzzy Syst. 34(6): 3799-3809 (2018) - 2017
- [j17]Diego Cabrera, Fernando Sancho, Chuan Li, Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, José Valente de Oliveira:
Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation. Appl. Soft Comput. 58: 53-64 (2017) - [j16]Juan Terán, José Aguilar-Castro, Mariela Cerrada:
Integration in industrial automation based on multi-agent systems using cultural algorithms for optimizing the coordination mechanisms. Comput. Ind. 91: 11-23 (2017) - [j15]Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira:
Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery. Expert Syst. Appl. 71: 69-86 (2017) - [j14]Chuan Li, Luiz Ledo, Myriam Regattieri Delgado, Mariela Cerrada, Fannia Pacheco, Diego Cabrera, René-Vinicio Sánchez, José Valente de Oliveira:
A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification. Knowl. Based Syst. 129: 39-60 (2017) - 2016
- [j13]Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, Diego Cabrera, Grover Zurita, Chuan Li:
Hierarchical feature selection based on relative dependency for gear fault diagnosis. Appl. Intell. 44(3): 687-703 (2016) - [j12]Chuan Li, José Valente de Oliveira, Mariela Cerrada, Fannia Pacheco, Diego Cabrera, René-Vinicio Sánchez, Grover Zurita:
Observer-biased bearing condition monitoring: From fault detection to multi-fault classification. Eng. Appl. Artif. Intell. 50: 287-301 (2016) - [j11]Fannia Pacheco, José Valente de Oliveira, René-Vinicio Sánchez, Mariela Cerrada, Diego Cabrera, Chuan Li, Grover Zurita, Mariano Artés:
A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions. Neurocomputing 194: 192-206 (2016) - [j10]Chuan Li, José Valente de Oliveira, René-Vinicio Sánchez, Mariela Cerrada, Grover Zurita, Diego Cabrera:
Fuzzy determination of informative frequency band for bearing fault detection. J. Intell. Fuzzy Syst. 30(6): 3513-3525 (2016) - [j9]Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera:
Fault Diagnosis for Rotating Machinery Using Vibration Measurement Deep Statistical Feature Learning. Sensors 16(6): 895 (2016) - 2015
- [j8]Chuan Li, René-Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera, Rafael E. Vásquez:
Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis. Neurocomputing 168: 119-127 (2015) - [j7]Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Grover Zurita, Chuan Li:
Multi-Stage Feature Selection by Using Genetic Algorithms for Fault Diagnosis in Gearboxes Based on Vibration Signal. Sensors 15(9): 23903-23926 (2015) - 2014
- [j6]Juan Terán, José Aguilar, Mariela Cerrada:
Collective Learning in Multi-Agent Systems Based on Cultural Algorithms. CLEI Electron. J. 17(2) (2014) - 2013
- [j5]Juan Terán, José Aguilar-Castro, Mariela Cerrada:
Mathematical Models of Coordination Mechanisms in Multi-Agent Systems. CLEI Electron. J. 16(2) (2013) - 2008
- [j4]José Aguilar, I. Bessembel, Mariela Cerrada, Francisco Hidrobo, F. Narciso:
A Methodology for Modeling Systems of Engineering based on Agents. Inteligencia Artif. 12(38): 39-60 (2008) - 2007
- [j3]Mariela Cerrada, Juan Cardillo, José Aguilar-Castro, Raúl Faneite:
Agents-based design for fault management systems in industrial processes. Comput. Ind. 58(4): 313-328 (2007) - 2005
- [j2]Mariela Cerrada, José Aguilar, Eliézer Colina Morles, André Titli:
Dynamical membership functions: an approach for adaptive fuzzy modelling. Fuzzy Sets Syst. 152(3): 513-533 (2005) - 2001
- [j1]José Aguilar-Castro, Mariela Cerrada-Lozada, Katiuska Morillo:
Intelligent Hybrid System: A Reliability-Based Failure Management Application. J. Adv. Comput. Intell. Intell. Informatics 5(6): 307-314 (2001)
Conference and Workshop Papers
- 2017
- [c13]Mariela Cerrada, Fannia Pacheco, René-Vinicio Sánchez, Diego Cabrera, Jean Macancela, Pablo Lucero:
SOA Based Integrated Software to Develop Fault Diagnosis Models Using Machine Learning in Rotating Machinery. SOSE 2017: 28-37 - 2016
- [c12]Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira:
Clustering algorithm using rough set theory for unsupervised feature selection. IJCNN 2016: 3493-3499 - [c11]Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira:
A methodological framework using statistical tests for comparing machine learning based models applied to fault diagnosis in rotating machinery. LA-CCI 2016: 1-6 - 2015
- [c10]Miguel Angel Ramirez Canelón, Eliézer Colina Morles, Mariela Cerrada-Lozada:
Invertible singleton fuzzy models: application to petroleum production control systems. FSKD 2015: 547-552 - 2014
- [c9]Juan Terán, José Aguilar, Mariela Cerrada:
Cultural learning for Multi-Agent System and its application to fault management. IEEE Congress on Evolutionary Computation 2014: 2188-2195 - [c8]Fannia Pacheco, Carlos Ramón Rangel, José Aguilar, Mariela Cerrada-Lozada, Junior Altamiranda:
Methodological framework for data processing based on the Data Science paradigm. CLEI 2014: 1-12 - 2013
- [c7]Carlos Ramón Rangel, Fannia Pacheco, José Aguilar, Mariela Cerrada, Altamiranda:
Methodology for detecting the feasibility of using data mining in an organization. CLEI 2013: 1-12 - [c6]Juan Terán, José Aguilar, Mariela Cerrada:
Cultural Algorithms-based learning model for multi-agent systems. CLEI 2013: 1-12 - 2007
- [c5]José Aguilar, Mariela Cerrada, Francisco Hidrobo:
A Methodology to Specify Multiagent Systems. KES-AMSTA 2007: 92-101 - 2006
- [c4]Mariela Cerrada, José Aguilar, André Titli:
Reinforcement Learning-Based Tuning Algorithm Applied to Fuzzy Identification. ISNN (1) 2006: 623-630 - 2005
- [c3]José Aguilar, Mariela Cerrada, Gloria Mousalli, Franklin Rivas, Francisco Hidrobo:
A Multiagent Model for Intelligent Distributed Control Systems. KES (1) 2005: 191-197 - 2004
- [c2]Mariela Cerrada-Lozada, Juan Cardillo, José Aguilar-Castro, Raúl Faneite:
Multi-Agents Based Reference Model for Fault Management System in Industrial Processes. ICINCO (1) 2004: 342-345 - 2002
- [c1]Mariela Cerrada, José Aguilar, Eliézer Colina Morles, André Titli:
An approach for dynamical adaptive fuzzy modeling. FUZZ-IEEE 2002: 156-161
Coauthor Index
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last updated on 2024-09-21 01:43 CEST by the dblp team
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