The combined use of data and expert estimates in population variability analysis. - Enrique López Droguett; Frank J. Groen; Ali Mosleh 001 (Reliab. Eng. Syst. Saf., 2004)

A semi-Markov model with Bayesian belief network based human error probability for availability assessment of downhole optical monitoring systems. - Enrique López Droguett; Márcio das Chagas Moura; Carlos Magno Couto Jacinto; Manoel Feliciano Silva Jr. (Simul. Model. Pract. Theory, 2008)

Mathematical formulation and numerical treatment based on transition frequency densities and quadrature methods for non-homogeneous semi-Markov processes. - Márcio das Chagas Moura; Enrique López Droguett (Reliab. Eng. Syst. Saf., 2009)

Failure and reliability prediction by support vector machines regression of time series data. - Márcio das Chagas Moura; Enrico Zio; Isis Didier Lins; Enrique López Droguett (Reliab. Eng. Syst. Saf., 2011)

Redundancy allocation problems considering systems with imperfect repairs using multi-objective genetic algorithms and discrete event simulation. - Isis Didier Lins; Enrique López Droguett (Simul. Model. Pract. Theory, 2011)

A particle swarm-optimized support vector machine for reliability prediction. - Isis Didier Lins; Márcio das Chagas Moura; Enrico Zio; Enrique López Droguett (Qual. Reliab. Eng. Int., 2012)

Prediction of sea surface temperature in the tropical Atlantic by support vector machines. - Isis Didier Lins; Moacyr Araújo; Márcio das Chagas Moura; Marcus André Silva; Enrique López Droguett (Comput. Stat. Data Anal., 2013)

NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment. - Ronay Ak; Yan-Fu Li; Valeria Vitelli; Enrico Zio; Enrique López Droguett; Carlos Magno Couto Jacinto (Expert Syst. Appl., 2013)

Selection of security system design via games of imperfect information and multi-objective genetic algorithm. - Isis Didier Lins; Leandro Chaves Rêgo; Márcio das Chagas Moura; Enrique López Droguett (Reliab. Eng. Syst. Saf., 2013)

AE entropy for detection of fatigue crack initiation and growth. - Mehdi Amiri; Mohammad Modarres; Enrique López Droguett (ICPHM, 2015)

Computing confidence and prediction intervals of industrial equipment degradation by bootstrapped support vector regression. - Isis Didier Lins; Enrique López Droguett; Márcio das Chagas Moura; Enrico Zio; Carlos Magno Couto Jacinto (Reliab. Eng. Syst. Saf., 2015)

A Multi-Objective Genetic Algorithm for determining efficient Risk-Based Inspection programs. - Márcio das Chagas Moura; Isis Didier Lins; Enrique López Droguett; Rodrigo Ferreira Soares; Rodrigo Pascual (Reliab. Eng. Syst. Saf., 2015)

Estimation of expected number of accidents and workforce unavailability through Bayesian population variability analysis and Markov-based model. - Márcio das Chagas Moura; Rafael Valença Azevedo; Enrique López Droguett; Leandro Chaves Rêgo; Isis Didier Lins; Romulo Fernando Vilela; Romero Sales Filho (Reliab. Eng. Syst. Saf., 2016)

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]. - Márcio das Chagas Moura; Rafael Valença Azevedo; Enrique López Droguett; Leandro Chaves Rêgo; Isis Didier Lins; Romulo Fernando Vilela; Romero Sales Filho (Reliab. Eng. Syst. Saf., 2016)

Modal Strain Energy-Based Debonding Assessment of Sandwich Panels Using a Linear Approximation with Maximum Entropy. - Viviana Meruane; Matias Lasen; Enrique López Droguett; Alejandro Ortiz-Bernardin (Entropy, 2017)

Impact Location and Quantification on an Aluminum Sandwich Panel Using Principal Component Analysis and Linear Approximation with Maximum Entropy. - Viviana Meruane; Pablo Véliz; Enrique López Droguett; Alejandro Ortiz-Bernardin (Entropy, 2017)

Optimal channel coordination in use-based product-service system contracts. - Rodrigo Pascual; Matías Siña; Gabriel Santelices; Milton Román; Enrique López Droguett (Int. J. Prod. Res., 2017)

Stress-Strength Reliability Analysis with Extreme Values based on q-Exponential Distribution. - Romero Sales Filho; Enrique López Droguett; Isis Didier Lins; Márcio das Chagas Moura; Mehdi Amiri; Rafael Valença Azevedo (Qual. Reliab. Eng. Int., 2017)

Analysis of extended warranties for medical equipment: A Stackelberg game model using priority queues. - Márcio das Chagas Moura; João Mateus Marques Santana; Enrique López Droguett; Isis Didier Lins; Bruno Nunes Guedes (Reliab. Eng. Syst. Saf., 2017)

On the q-Weibull distribution for reliability applications: An adaptive hybrid artificial bee colony algorithm for parameter estimation. - Meng Xu; Enrique López Droguett; Isis Didier Lins; Márcio das Chagas Moura (Reliab. Eng. Syst. Saf., 2017)

Combining Generalized Renewal Processes with Non-Extensive Entropy-Based q-Distributions for Reliability Applications. - Isis Didier Lins; Márcio das Chagas Moura; Enrique López Droguett; Thaís Lima Corrêa (Entropy, 2018)

Fully Adaptive Particle Filtering Algorithm for Damage Diagnosis and Prognosis. - Elaheh Rabiei; Enrique López Droguett; Mohammad Modarres (Entropy, 2018)

An improved multi-unit nuclear plant seismic probabilistic risk assessment approach. - Taotao Zhou; Mohammad Modarres; Enrique López Droguett (Reliab. Eng. Syst. Saf., 2018)

Multi-unit risk aggregation with consideration of uncertainty and bias in risk metrics. - Taotao Zhou; Mohammad Modarres; Enrique López Droguett (Reliab. Eng. Syst. Saf., 2019)

Capsule Neural Networks for structural damage localization and quantification using transmissibility data. - Joaquín Figueroa Barraza; Enrique López Droguett; Viviana Meruane Naranjo; Marcelo Ramos Martins (Appl. Soft Comput., 2020)

Uncovering the Underlying Physics of Degrading System Behavior Through a Deep Neural Network Framework: The Case of Remaining Useful Life Prognosis. - Sergio Cofre-Martel; Enrique López Droguett; Mohammad Modarres (CoRR, 2020)

Enhancing a machine learning binarization framework by perturbation operators: analysis on the multidimensional knapsack problem. - José García 002; Eduardo Lalla-Ruiz; Stefan Voß 001; Enrique López Droguett (Int. J. Mach. Learn. Cybern., 2020)

Reliability data analysis of systems in the wear-out phase using a (corrected) q-Exponential likelihood. - Ana Cláudia Souza Vidal de Negreiros; Isis Didier Lins; Márcio José das Chagas Moura; Enrique López Droguett (Reliab. Eng. Syst. Saf., 2020)

A human reliability analysis methodology for oil refineries and petrochemical plants operation: Phoenix-PRO qualitative framework. - Marilia Abílio Ramos; Enrique López Droguett; Ali Mosleh 001; Márcio das Chagas Moura (Reliab. Eng. Syst. Saf., 2020)

A common cause failure model for components under age-related degradation. - Taotao Zhou; Enrique López Droguett; Mohammad Modarres (Reliab. Eng. Syst. Saf., 2020)

Condition-Based Maintenance with Reinforcement Learning for Dry Gas Pipeline Subject to Internal Corrosion. - Zahra Mahmoodzadeh; Keo-Yuan Wu; Enrique López Droguett; Ali Mosleh 001 (Sensors, 2020)

A Deep Adversarial Approach Based on Multi-Sensor Fusion for Semi-Supervised Remaining Useful Life Prognostics. - David Verstraete; Enrique López Droguett; Mohammad Modarres (Sensors, 2020)

Semantic Segmentation of Periocular Near-Infra-Red Eye Images Under Alcohol Effects. - Juan E. Tapia; Enrique López Droguett; Andres Valenzuela; Daniel P. Benalcazar; Leonardo Causa; Christoph Busch 001 (IEEE Access, 2021)

Quantum Machine Learning for Health State Diagnosis and Prognostics. - Gabriel San Martín; Enrique López Droguett (CoRR, 2021)

An Uncertainty-Informed Framework for Trustworthy Fault Diagnosis in Safety-Critical Applications. - Taotao Zhou; Enrique López Droguett; Ali Mosleh 001; Felix T. S. Chan (CoRR, 2021)

Multi-unit nuclear power plant probabilistic risk assessment: A comprehensive survey. - Taotao Zhou; Mohammad Modarres; Enrique López Droguett (Reliab. Eng. Syst. Saf., 2021)

Towards Interpretable Deep Learning: A Feature Selection Framework for Prognostics and Health Management Using Deep Neural Networks. - Joaquín Figueroa Barraza; Enrique López Droguett; Marcelo Ramos Martins (Sensors, 2021)

Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management. - Sergio Cofre-Martel; Enrique López Droguett; Mohammad Modarres (Sensors, 2021)

Alcohol Consumption Detection from Periocular NIR Images Using Capsule Network. - Juan E. Tapia; Enrique López Droguett; Christoph Busch 001 (ICPR, 2022)

Temporal Variational Auto-Encoders for Semi-Supervised Remaining Useful Life and Fault Diagnosis. - Gabriel San Martín; Enrique López Droguett (IEEE Access, 2022)

Physics-informed deep learning: A promising technique for system reliability assessment. - Taotao Zhou; Enrique López Droguett; Ali Mosleh 001 (Appl. Soft Comput., 2022)

Behavioural Curves Analysis Using Near-Infrared-Iris Image Sequences. - Leonardo Causa; Juan E. Tapia; Enrique López Droguett; Andres Valenzuela; Daniel P. Benalcazar; Christoph Busch 001 (CoRR, 2022)

Quantum Fault Trees. - Gabriel San Martin Silva; Tarannom Parhizkar; Enrique López Droguett (CoRR, 2022)

Learning to Predict Fitness for Duty using Near Infrared Periocular Iris Images. - Juan E. Tapia; Daniel P. Benalcazar; Andres Valenzuela; Leonardo Causa; Enrique López Droguett; Christoph Busch 001 (CoRR, 2022)

Towards an efficient Iris Recognition System on Embedded Devices. - Daniel P. Benalcazar; Juan E. Tapia; Mauricio Vasquez; Leonardo Causa; Enrique López Droguett; Christoph Busch 001 (CoRR, 2022)

A novel Capsule Neural Network based model for drowsiness detection using electroencephalography signals. - Luis Guarda; Juan E. Tapia; Enrique López Droguett; Marcelo Ramos 001 (Expert Syst. Appl., 2022)

Human reliability analysis of conventional maritime pilotage operations supported by a prospective model. - Danilo T. M. P. Abreu; Marcos Coelho Maturana; Enrique López Droguett; Marcelo Ramos Martins (Reliab. Eng. Syst. Saf., 2022)

Integration of deep learning and Bayesian networks for condition and operation risk monitoring of complex engineering systems. - Ramin Moradi; Sergio Cofre-Martel; Enrique López Droguett; Mohammad Modarres; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2022)

A novel probabilistic approach to counterfactual reasoning in system safety. - Andres Ruiz-Tagle; Enrique López Droguett; Katrina M. Groth (Reliab. Eng. Syst. Saf., 2022)

Towards trustworthy machine fault diagnosis: A probabilistic Bayesian deep learning framework. - Taotao Zhou; Te Han; Enrique López Droguett (Reliab. Eng. Syst. Saf., 2022)

Toward an Efficient Iris Recognition System on Embedded Devices. - Daniel P. Benalcazar; Juan E. Tapia; Mauricio Vasquez; Leonardo Causa; Enrique López Droguett; Christoph Busch 001 (IEEE Access, 2023)

Prognostics and Health Management of Rotating Machinery via Quantum Machine Learning. - Caio Bezerra Souto Maior; Lavínia M. Mendes Araújo; Isis Didier Lins; Márcio das Chagas Moura; Enrique López Droguett (IEEE Access, 2023)

Quantum-Based Combinatorial Optimization for Structural Health Monitoring Applications. - Gabriel San Martin Silva; Enrique López Droguett (CoRR, 2023)

Condition-based maintenance with reinforcement learning for refrigeration systems with selected monitored features. - Caio Filipe de Lima Munguba; Gustavo de Novaes Pires Leite; Alvaro Antonio Villa Ochoa; Enrique López Droguett (Eng. Appl. Artif. Intell., 2023)

A generic physics-informed neural network-based framework for reliability assessment of multi-state systems. - Taotao Zhou; Xiaoge Zhang 001; Enrique López Droguett; Ali Mosleh 001 (Reliab. Eng. Syst. Saf., 2023)

An uncertainty-informed framework for trustworthy fault diagnosis in safety-critical applications. - Taotao Zhou; Laibin Zhang; Te Han; Enrique López Droguett; Ali Mosleh 001; Felix T. S. Chan (Reliab. Eng. Syst. Saf., 2023)

A robust fleet-based anomaly detection framework applied to wind turbine vibration data. - 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 (Eng. Appl. Artif. Intell., 2023)

Ensemble learning framework for fleet-based anomaly detection using wind turbine drivetrain components vibration data. - 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 (Eng. Appl. Artif. Intell., 2024)

Analysis of behavioural curves to classify iris images under the influence of alcohol, drugs, and sleepiness conditions. - Leonardo Causa; Juan E. Tapia; Andres Valenzuela; Daniel P. Benalcazar; Enrique López Droguett; Christoph Busch 001 (Expert Syst. Appl., 2024)

SCF-Net: A sparse counterfactual generation network for interpretable fault diagnosis. - Joaquín Figueroa Barraza; Enrique López Droguett; Marcelo Ramos Martins (Reliab. Eng. Syst. Saf., 2024)

A Critical Review and Benchmark Study of Dependency Modeling for Seismic Probabilistic Risk Assessment in the Nuclear Power Industry. - Taotao Zhou; Laibin Zhang; Jinqiu Hu; Mohammad Modarres; Enrique López Droguett (Reliab. Eng. Syst. Saf., 2024)

FS-SCF network: Neural network interpretability based on counterfactual generation and feature selection for fault diagnosis. - Joaquín Figueroa Barraza; Enrique López Droguett; Marcelo Ramos Martins (Expert Syst. Appl., 2024)

Ant colony optimization of hyper-parameters in multi-head attention layer for time series forecasting. - Mostafa Aliyari; Enrique López Droguett; Javad Barabady; Yonas Zewdu Ayele (Appl. Soft Comput., 2025)

Classification of alcohol, drugs and sleepiness condition using periocular iris images to evaluate fitness for duty. - Juan E. Tapia; Daniel P. Benalcazar; Andres Valenzuela; Leonardo Causa; Enrique López Droguett; Christoph Busch 001 (Expert Syst. Appl., 2025)

Probabilistic risk identification and assessment model for construction projects using elicitation based bayesian network. - Ania Khodabakhshian; Fulvio Re Cecconi; Enrique López Droguett (J. Inf. Technol. Constr., 2025)

Quantum fault trees and minimal cut sets identification. - Gabriel San Martin Silva; Enrique López Droguett (Reliab. Eng. Syst. Saf., 2025)