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Alex Davila Frias
Alex Davila Frias
Associate Professor, Escuela Politécnica Nacional
Verified email at epn.edu.ec
Title
Cited by
Cited by
Year
All-terminal network reliability estimation using convolutional neural networks
A Davila-Frias, OP Yadav
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of …, 2022
172022
A deep neural network and Bayesian method based framework for all-terminal network reliability estimation considering degradation
A Davila-Frias, N Yodo, T Le, OP Yadav
Reliability Engineering & System Safety 229, 108881, 2023
162023
A review of methods for the reliability testing of flexible hybrid electronics
A Davila-Frias, OP Yadav, V Marinov
IEEE Transactions on Components, Packaging and Manufacturing Technology 10 …, 2020
152020
Deep neural networks for all-terminal network reliability estimation
A Davila-Frias, S Salem, OP Yadav
2021 Annual Reliability and Maintainability Symposium (RAMS), 1-7, 2021
52021
Mixed-Degradation Profiles Assessment of Critical Components in Cyber-Physical Systems
A Davila Frias, N Yodo, OP Yadav
2019 Annual Reliability and Maintainability Symposium (RAMS), 2019
32019
A hybrid evolutionary CNN-LSTM model for prognostics of C-MAPSS aircraft dataset
P Khumprom, A Davila-Frias, D Grewell, D Buakum
2023 Annual Reliability and Maintainability Symposium (RAMS), 1-8, 2023
22023
All-terminal network reliability estimation with Graph Neural Networks
A Davila-Frias, OP Yadav, S Salem, R Jain
2022 Annual Reliability and Maintainability Symposium (RAMS), 1-6, 2022
22022
Reliability Evaluation of Flexible Hybrid Electronics Systems Considering Degradation Behavior Under Multistress Operating Conditions
A Davila-Frias, S Limon, V Marinov, OP Yadav
Journal of Electronic Packaging 143 (2), 021003, 2021
22021
All-Terminal Network Reliability Estimation with Monte Carlo and Deep Neural Networks
A Davila-Frias, OP Yadav, S Salem, B Nepal
IIE Annual Conference. Proceedings, 169-174, 2021
22021
Pronóstico del índice bursátil ecuatoriano (ECUINDEX) mediante redes neuronales autorregresivas
Á Dávila, NS Choez, JLR Vásquez
3C Empresa: Investigación y pensamiento crítico 6 (3), 16-32, 2017
22017
Design of Accelerated Degradation Test Method and Failure Analysis of Flexible Hybrid Electronic Devices
A Davila-Frias, V Marinov, OP Yadav, Y Atanasov
International Electronic Packaging Technical Conference and Exhibition 84041 …, 2020
12020
The quality of electronic invoicing in Universities of the Metropolitan District of Quito through the application of the SERVQUAL method
N Sanchez-Choez, A Dávila, J Román-Vásquez
INTED2017 Proceedings, 9581-9589, 2017
12017
Estrategia para invertir en el mercado de divisas (Forex) basada en redes neuronales
AV Dávila, GF Herrera
Revista Politécnica 35 (2), 124-124, 2015
12015
Diseño y construcción de un prototipo para medición y transmisión inalámbrica del consumo de energía eléctrica de un sistema monofásico bifilar
AV Dávila Frías
QUITO/EPN/2006, 2006
12006
Probabilistic modeling of hardware and software interactions for system reliability assessment
A Davila-Frias, N Yodo, OP Yadav, P Khumprom
Quality Engineering 36 (1), 131-149, 2024
2024
Reliability Estimation Using Long Short-Term Memory Networks
A Davila-Frias, P Khumprom, OP Yadav
2023 Annual Reliability and Maintainability Symposium (RAMS), 1-6, 2023
2023
Some Studies on Reliability Analysis of Complex Cyber-Physical Systems
AVD Frias
North Dakota State University, 2021
2021
FORECAST OF ECUADORIAN STOCK INDEX (ECUINDEX) USING AUTOREGRESSIVE NEURAL NETWORKS
A Davila, N Sanchez-Choez, J Luis Roman-Vasquez
3C EMPRESA 6 (3), 16-32, 2017
2017
THE UNIVERSITY STUDENT'S ATTITUDE WHEN THE WORK PARTNER IS REPLACED
N Sanchez-Choez, J Román-Vásquez, A Dávila
EDULEARN17 Proceedings, 3141-3147, 2017
2017
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