Jiaqi Ye

Using Spearman's correlation coefficients for exploratory data analysis on big dataset

Chengwei Xiao, Jiaqi Ye, Rui Máximo Esteves et al. · Concurrency and Computation Practice and Experience · 2015 · 307 citations

Social Data Analysis, Engineering, Application Domain +21

Roller Bearing Degradation Assessment Based on a Deep MLP Convolution Neural Network Considering Outlier Regions

Dingcheng Zhang, Edward Stewart, Jiaqi Ye et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 62 citations · Full text

Deep Multilayer Perceptron, Convolutional Neural Network, Image Analysis +15

Use of a 3D model to improve the performance of laser-based railway track inspection

Jiaqi Ye, Edward Stewart, Clive Roberts · Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit · 2018 · 50 citations · Full text

Geometric Modeling, 3D Computer Vision, Model Reconstructions +11

Integration of Multiple Sensors for Noncontact Rail Profile Measurement and Inspection

Jiaqi Ye, Edward Stewart, Dingcheng Zhang et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 25 citations

Engineering, Measurement, Education +19

Deep Learning and Laser-Based 3-D Pixel-Level Rail Surface Defect Detection Method

Jiaqi Ye, Edward Stewart, Qianyu Chen et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 21 citations

Engineering, Image Analysis, Machine Vision +12