Yarens J. Cruz

Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process

Yarens J. Cruz, Marcelino Rivas, Ramón Quiza et al. · Computers in Industry · 2021 · 52 citations · Full text

Industrial Welding Process, Convolutional Neural Network, Engineering +21

Computer Vision System for Welding Inspection of Liquefied Petroleum Gas Pressure Vessels Based on Combined Digital Image Processing and Deep Learning Techniques

Yarens J. Cruz, Marcelino Rivas, Ramón Quiza et al. · Sensors · 2020 · 43 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Data-Driven Insights on Time-to-Failure of Electromechanical Manufacturing Devices: A Procedure and Case Study

Fernando Castaño, Yarens J. Cruz, Alberto Villalonga et al. · IEEE Transactions on Industrial Informatics · 2022 · 39 citations

Fault Diagnosis, Engineering, Industrial Engineering +26

A two-step machine learning approach for dynamic model selection: A case study on a micro milling process

Yarens J. Cruz, Marcelino Rivas, Ramón Quiza et al. · Computers in Industry · 2022 · 36 citations · Full text