Enrique López Droguett

73 papers B 1Journal 71Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Ant colony optimization of hyper-parameters in multi-head attention layer for time series forecasting. Appl. Soft Comput. Mostafa Aliyari, Enrique López Droguett, Javad Barabady, Yonas Zewdu Ayele
2025	J	`jnl`	Classification of alcohol, drugs and sleepiness condition using periocular iris images to evaluate fitness for duty. Expert Syst. Appl. Juan E. Tapia, Daniel P. Benalcazar, Andres Valenzuela, Leonardo Causa, Enrique López Droguett, Christoph Busch
2025	J	`jnl`	Probabilistic risk identification and assessment model for construction projects using elicitation based bayesian network. J. Inf. Technol. Constr. Ania Khodabakhshian, Fulvio Re Cecconi, Enrique López Droguett
2025	J	`jnl`	Quantum Fourier Transform Based Kernel for Solar Irrandiance Forecasting. CoRR Nawfel Mechiche-Alami, Eduardo Rodriguez, Jose M. Cardemil, Enrique López Droguett
2025	J	`jnl`	Quantum fault trees and minimal cut sets identification. Reliab. Eng. Syst. Saf. Gabriel San Martin Silva, Enrique López Droguett
2024	J	`jnl`	A Critical Review and Benchmark Study of Dependency Modeling for Seismic Probabilistic Risk Assessment in the Nuclear Power Industry. Reliab. Eng. Syst. Saf. Taotao Zhou, Laibin Zhang, Jinqiu Hu, Mohammad Modarres, Enrique López Droguett
2024	J	`jnl`	Analysis of behavioural curves to classify iris images under the influence of alcohol, drugs, and sleepiness conditions. Expert Syst. Appl. Leonardo Causa, Juan E. Tapia, Andres Valenzuela, Daniel P. Benalcazar, Enrique López Droguett, Christoph Busch
2024	J	`jnl`	Ensemble learning framework for fleet-based anomaly detection using wind turbine drivetrain components vibration data. Eng. Appl. Artif. Intell. Caio Filipe de Lima Munguba, Gustavo de Novaes Pires Leite, Felipe Costa Farias, Alexandre Carlos Araújo da Costa, Olga de Castro Vilela, Valentin Paschoal Perruci, Leonardo José Petribú Brennand, Marrison Gabriel Guedes de Souza, Alvaro Antonio Villa Ochoa, Enrique López Droguett
2024	J	`jnl`	FS-SCF network: Neural network interpretability based on counterfactual generation and feature selection for fault diagnosis. Expert Syst. Appl. Joaquín Figueroa Barraza, Enrique López Droguett, Marcelo Ramos Martins
2024	J	`jnl`	SCF-Net: A sparse counterfactual generation network for interpretable fault diagnosis. Reliab. Eng. Syst. Saf. Joaquín Figueroa Barraza, Enrique López Droguett, Marcelo Ramos Martins
2023	J	`jnl`	A generic physics-informed neural network-based framework for reliability assessment of multi-state systems. Reliab. Eng. Syst. Saf. Taotao Zhou, Xiaoge Zhang, Enrique López Droguett, Ali Mosleh
2023	J	`jnl`	A robust fleet-based anomaly detection framework applied to wind turbine vibration data. Eng. Appl. Artif. Intell. Gustavo de Novaes Pires Leite, Felipe Costa Farias, Tiago Gomes de Sá, Alexandre Carlos Araújo da Costa, Leonardo José Petribú Brennand, Marrison Gabriel Guedes de Souza, Alvaro Antonio Villa Ochoa, Enrique López Droguett
2023	J	`jnl`	An uncertainty-informed framework for trustworthy fault diagnosis in safety-critical applications. Reliab. Eng. Syst. Saf. Taotao Zhou, Laibin Zhang, Te Han, Enrique López Droguett, Ali Mosleh, Felix T. S. Chan
2023	J	`jnl`	Condition-based maintenance with reinforcement learning for refrigeration systems with selected monitored features. Eng. Appl. Artif. Intell. Caio Filipe de Lima Munguba, Gustavo de Novaes Pires Leite, Alvaro Antonio Villa Ochoa, Enrique López Droguett
2023	J	`jnl`	Prognostics and Health Management of Rotating Machinery via Quantum Machine Learning. IEEE Access Caio Bezerra Souto Maior, Lavínia M. Mendes Araújo, Isis Didier Lins, Márcio das Chagas Moura, Enrique López Droguett
2023	J	`jnl`	Quantum-Based Combinatorial Optimization for Structural Health Monitoring Applications. CoRR Gabriel San Martin Silva, Enrique López Droguett
2023	J	`jnl`	Toward an Efficient Iris Recognition System on Embedded Devices. IEEE Access Daniel P. Benalcazar, Juan E. Tapia, Mauricio Vasquez, Leonardo Causa, Enrique López Droguett, Christoph Busch
2022	J	`jnl`	A Novel Capsule Neural Network Based Model for Drowsiness Detection Using Electroencephalography Signals. CoRR Luis Guarda, Juan E. Tapia, Enrique López Droguett, Marcelo Ramos
2022	J	`jnl`	A novel Capsule Neural Network based model for drowsiness detection using electroencephalography signals. Expert Syst. Appl. Luis Guarda, Juan E. Tapia, Enrique López Droguett, Marcelo Ramos
2022	J	`jnl`	A novel probabilistic approach to counterfactual reasoning in system safety. Reliab. Eng. Syst. Saf. Andres Ruiz-Tagle, Enrique López Droguett, Katrina M. Groth
2022	B	`conf`	Alcohol Consumption Detection from Periocular NIR Images Using Capsule Network. ICPR Juan E. Tapia, Enrique López Droguett, Christoph Busch
2022	J	`jnl`	Alcohol Consumption Detection from Periocular NIR Images Using Capsule Network. CoRR Juan E. Tapia, Enrique López Droguett, Christoph Busch
2022	J	`jnl`	Behavioural Curves Analysis Using Near-Infrared-Iris Image Sequences. CoRR Leonardo Causa, Juan E. Tapia, Enrique López Droguett, Andres Valenzuela, Daniel P. Benalcazar, Christoph Busch
2022	J	`jnl`	Human reliability analysis of conventional maritime pilotage operations supported by a prospective model. Reliab. Eng. Syst. Saf. Danilo T. M. P. Abreu, Marcos Coelho Maturana, Enrique López Droguett, Marcelo Ramos Martins
2022	J	`jnl`	Integration of deep learning and Bayesian networks for condition and operation risk monitoring of complex engineering systems. Reliab. Eng. Syst. Saf. Ramin Moradi, Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres, Katrina M. Groth
2022	J	`jnl`	Learning to Predict Fitness for Duty using Near Infrared Periocular Iris Images. CoRR Juan E. Tapia, Daniel P. Benalcazar, Andres Valenzuela, Leonardo Causa, Enrique López Droguett, Christoph Busch
2022	J	`jnl`	Physics-informed deep learning: A promising technique for system reliability assessment. Appl. Soft Comput. Taotao Zhou, Enrique López Droguett, Ali Mosleh
2022	J	`jnl`	Quantum Fault Trees. CoRR Gabriel San Martin Silva, Tarannom Parhizkar, Enrique López Droguett
2022	J	`jnl`	Temporal Variational Auto-Encoders for Semi-Supervised Remaining Useful Life and Fault Diagnosis. IEEE Access Gabriel San Martín, Enrique López Droguett
2022	J	`jnl`	Towards an efficient Iris Recognition System on Embedded Devices. CoRR Daniel P. Benalcazar, Juan E. Tapia, Mauricio Vasquez, Leonardo Causa, Enrique López Droguett, Christoph Busch
2022	J	`jnl`	Towards trustworthy machine fault diagnosis: A probabilistic Bayesian deep learning framework. Reliab. Eng. Syst. Saf. Taotao Zhou, Te Han, Enrique López Droguett
2021	J	`jnl`	A generic physics-informed neural network-based framework for reliability assessment of multi-state systems. CoRR Taotao Zhou, Xiaoge Zhang, Enrique López Droguett, Ali Mosleh
2021	J	`jnl`	An Uncertainty-Informed Framework for Trustworthy Fault Diagnosis in Safety-Critical Applications. CoRR Taotao Zhou, Enrique López Droguett, Ali Mosleh, Felix T. S. Chan
2021	J	`jnl`	Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management. CoRR Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres
2021	J	`jnl`	Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management. Sensors Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres
2021	J	`jnl`	Multi-unit nuclear power plant probabilistic risk assessment: A comprehensive survey. Reliab. Eng. Syst. Saf. Taotao Zhou, Mohammad Modarres, Enrique López Droguett
2021	J	`jnl`	Physics-Informed Deep Learning: A Promising Technique for System Reliability Assessment. CoRR Taotao Zhou, Enrique López Droguett, Ali Mosleh
2021	J	`jnl`	Quantum Machine Learning for Health State Diagnosis and Prognostics. CoRR Gabriel San Martín, Enrique López Droguett
2021	J	`jnl`	Semantic Segmentation of Periocular Near-Infra-Red Eye Images Under Alcohol Effects. IEEE Access Juan E. Tapia, Enrique López Droguett, Andres Valenzuela, Daniel P. Benalcazar, Leonardo Causa, Christoph Busch
2021	J	`jnl`	Semantic Segmentation of Periocular Near-Infra-Red Eye Images Under Alcohol Effects. CoRR Juan E. Tapia, Enrique López Droguett, Andres Valenzuela, Daniel P. Benalcazar, Leonardo Causa, Christoph Busch
2021	J	`jnl`	Towards Interpretable Deep Learning: A Feature Selection Framework for Prognostics and Health Management Using Deep Neural Networks. Sensors Joaquín Figueroa Barraza, Enrique López Droguett, Marcelo Ramos Martins
2020	J	`jnl`	A Deep Adversarial Approach Based on Multi-Sensor Fusion for Semi-Supervised Remaining Useful Life Prognostics. Sensors David Verstraete, Enrique López Droguett, Mohammad Modarres
2020	J	`jnl`	A common cause failure model for components under age-related degradation. Reliab. Eng. Syst. Saf. Taotao Zhou, Enrique López Droguett, Mohammad Modarres
2020	J	`jnl`	A human reliability analysis methodology for oil refineries and petrochemical plants operation: Phoenix-PRO qualitative framework. Reliab. Eng. Syst. Saf. Marilia Abílio Ramos, Enrique López Droguett, Ali Mosleh, Márcio das Chagas Moura
2020	J	`jnl`	Capsule Neural Networks for structural damage localization and quantification using transmissibility data. Appl. Soft Comput. Joaquín Figueroa Barraza, Enrique López Droguett, Viviana Meruane Naranjo, Marcelo Ramos Martins
2020	J	`jnl`	Condition-Based Maintenance with Reinforcement Learning for Dry Gas Pipeline Subject to Internal Corrosion. Sensors Zahra Mahmoodzadeh, Keo-Yuan Wu, Enrique López Droguett, Ali Mosleh
2020	J	`jnl`	Enhancing a machine learning binarization framework by perturbation operators: analysis on the multidimensional knapsack problem. Int. J. Mach. Learn. Cybern. José García, Eduardo Lalla-Ruiz, Stefan Voß, Enrique López Droguett
2020	J	`jnl`	Reliability data analysis of systems in the wear-out phase using a (corrected) Reliab. Eng. Syst. Saf. Ana Cláudia Souza Vidal de Negreiros, Isis Didier Lins, Márcio José das Chagas Moura, Enrique López Droguett
2020	J	`jnl`	Uncovering the Underlying Physics of Degrading System Behavior Through a Deep Neural Network Framework: The Case of Remaining Useful Life Prognosis. CoRR Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres
2019	J	`jnl`	Multi-unit risk aggregation with consideration of uncertainty and bias in risk metrics. Reliab. Eng. Syst. Saf. Taotao Zhou, Mohammad Modarres, Enrique López Droguett
2018	J	`jnl`	An improved multi-unit nuclear plant seismic probabilistic risk assessment approach. Reliab. Eng. Syst. Saf. Taotao Zhou, Mohammad Modarres, Enrique López Droguett
2018	J	`jnl`	Combining Generalized Renewal Processes with Non-Extensive Entropy-Based q-Distributions for Reliability Applications. Entropy Isis Didier Lins, Márcio das Chagas Moura, Enrique López Droguett, Thaís Lima Corrêa
2018	J	`jnl`	Fully Adaptive Particle Filtering Algorithm for Damage Diagnosis and Prognosis. Entropy Elaheh Rabiei, Enrique López Droguett, Mohammad Modarres
2017	J	`jnl`	Analysis of extended warranties for medical equipment: A Stackelberg game model using priority queues. Reliab. Eng. Syst. Saf. Márcio das Chagas Moura, João Mateus Marques Santana, Enrique López Droguett, Isis Didier Lins, Bruno Nunes Guedes
2017	J	`jnl`	Impact Location and Quantification on an Aluminum Sandwich Panel Using Principal Component Analysis and Linear Approximation with Maximum Entropy. Entropy Viviana Meruane, Pablo Véliz, Enrique López Droguett, Alejandro Ortiz-Bernardin
2017	J	`jnl`	Modal Strain Energy-Based Debonding Assessment of Sandwich Panels Using a Linear Approximation with Maximum Entropy. Entropy Viviana Meruane, Matias Lasen, Enrique López Droguett, Alejandro Ortiz-Bernardin
2017	J	`jnl`	On the q-Weibull distribution for reliability applications: An adaptive hybrid artificial bee colony algorithm for parameter estimation. Reliab. Eng. Syst. Saf. Meng Xu, Enrique López Droguett, Isis Didier Lins, Márcio das Chagas Moura
2017	J	`jnl`	Optimal channel coordination in use-based product-service system contracts. Int. J. Prod. Res. Rodrigo Pascual, Matías Siña, Gabriel Santelices, Milton Román, Enrique López Droguett
2017	J	`jnl`	Stress-Strength Reliability Analysis with Extreme Values based on Qual. Reliab. Eng. Int. Romero Sales Filho, Enrique López Droguett, Isis Didier Lins, Márcio das Chagas Moura, Mehdi Amiri, Rafael Valença Azevedo
2016	J	`jnl`	Corrigendum to "Estimation of expected number of accidents and workforce unavailability through Bayesian population variability analysis and Markov-based model" [Reliab. Eng. Syst. Saf. 150(2016) 136-146]. Reliab. Eng. Syst. Saf. Márcio das Chagas Moura, Rafael Valença Azevedo, Enrique López Droguett, Leandro Chaves Rêgo, Isis Didier Lins, Romulo Fernando Vilela, Romero Sales Filho
2016	J	`jnl`	Estimation of expected number of accidents and workforce unavailability through Bayesian population variability analysis and Markov-based model. Reliab. Eng. Syst. Saf. Márcio das Chagas Moura, Rafael Valença Azevedo, Enrique López Droguett, Leandro Chaves Rêgo, Isis Didier Lins, Romulo Fernando Vilela, Romero Sales Filho
2015	J	`jnl`	A Multi-Objective Genetic Algorithm for determining efficient Risk-Based Inspection programs. Reliab. Eng. Syst. Saf. Márcio das Chagas Moura, Isis Didier Lins, Enrique López Droguett, Rodrigo Ferreira Soares, Rodrigo Pascual
2015	—	`conf`	AE entropy for detection of fatigue crack initiation and growth. ICPHM Mehdi Amiri, Mohammad Modarres, Enrique López Droguett
2015	J	`jnl`	Computing confidence and prediction intervals of industrial equipment degradation by bootstrapped support vector regression. Reliab. Eng. Syst. Saf. Isis Didier Lins, Enrique López Droguett, Márcio das Chagas Moura, Enrico Zio, Carlos Magno Couto Jacinto
2013	J	`jnl`	NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment. Expert Syst. Appl. Ronay Ak, Yan-Fu Li, Valeria Vitelli, Enrico Zio, Enrique López Droguett, Carlos Magno Couto Jacinto
2013	J	`jnl`	Prediction of sea surface temperature in the tropical Atlantic by support vector machines. Comput. Stat. Data Anal. Isis Didier Lins, Moacyr Araújo, Márcio das Chagas Moura, Marcus André Silva, Enrique López Droguett
2013	J	`jnl`	Selection of security system design via games of imperfect information and multi-objective genetic algorithm. Reliab. Eng. Syst. Saf. Isis Didier Lins, Leandro Chaves Rêgo, Márcio das Chagas Moura, Enrique López Droguett
2012	J	`jnl`	A particle swarm-optimized support vector machine for reliability prediction. Qual. Reliab. Eng. Int. Isis Didier Lins, Márcio das Chagas Moura, Enrico Zio, Enrique López Droguett
2011	J	`jnl`	Failure and reliability prediction by support vector machines regression of time series data. Reliab. Eng. Syst. Saf. Márcio das Chagas Moura, Enrico Zio, Isis Didier Lins, Enrique López Droguett
2011	J	`jnl`	Redundancy allocation problems considering systems with imperfect repairs using multi-objective genetic algorithms and discrete event simulation. Simul. Model. Pract. Theory Isis Didier Lins, Enrique López Droguett
2009	J	`jnl`	Mathematical formulation and numerical treatment based on transition frequency densities and quadrature methods for non-homogeneous semi-Markov processes. Reliab. Eng. Syst. Saf. Márcio das Chagas Moura, Enrique López Droguett
2008	J	`jnl`	A semi-Markov model with Bayesian belief network based human error probability for availability assessment of downhole optical monitoring systems. Simul. Model. Pract. Theory Enrique López Droguett, Márcio das Chagas Moura, Carlos Magno Couto Jacinto, Manoel Feliciano Silva Jr.
2004	J	`jnl`	The combined use of data and expert estimates in population variability analysis. Reliab. Eng. Syst. Saf. Enrique López Droguett, Frank J. Groen, Ali Mosleh