Using an autoencoder in the design of an anomaly detector for smart manufacturing

TensorFlow: A system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen et al. · arXiv (Cornell University) · 2016 · 8.8K citations · Full text

Computing, Computer Engineering, Computer Science +15

Isolation-Based Anomaly Detection

Fei Tony Liu, Kai Ming Ting, Zhi‐Hua Zhou · ACM Transactions on Knowledge Discovery from Data · 2012 · 2K citations

Computing, Data Science, Data Mining +16

Machine learning in manufacturing: advantages, challenges, and applications

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Engineering, Computer Science, Manufacturing Engineering +12

A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data

Markus Goldstein, Seiichi Uchida · PLoS ONE · 2016 · 990 citations · Full text

Computing, Computer Science, Computer Security +10

Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping

Rich Caruana, Steve Lawrence, C. Lee Giles · 2000 · 872 citations

Computing, Computer Science, Artificial Intelligence +12