Novel virtual sample generation method based on data augmentation and weighted interpolation for soft sensing with small data

Angle-based outlier detection in high-dimensional data

Hans‐Peter Kriegel, Matthias Schubert, Arthur Zimek · 2008 · 825 citations

Computing, Computer Science, Computational Geometry +15

Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft Sensor Model Development

Xiaofeng Yuan, Lin Li, Yuri A.W. Shardt et al. · IEEE Transactions on Industrial Electronics · 2020 · 488 citations

Computing, Computer Science, Industrial Engineering +17

Incorporating prior information in machine learning by creating virtual examples

Partha Niyogi, Federico Girosi, Tomaso Poggio · Proceedings of the IEEE · 1998 · 315 citations

Computing, Computer Science, Artificial Intelligence +12

Using mega-trend-diffusion and artificial samples in small data set learning for early flexible manufacturing system scheduling knowledge

Der‐Chiang Li, Chih-Sen Wu, Tung‐I Tsai et al. · Computers & Operations Research · 2005 · 225 citations

Engineering, Industrial Engineering, Manufacturing Engineering +16

Deep Dual-Channel Neural Network for Image-Based Smoke Detection

Ke Gu, Zhifang Xia, Junfei Qiao et al. · IEEE Transactions on Multimedia · 2019 · 204 citations

Computing, Computer Science, Computer Vision +16