| Time-Series Anomaly Detection Service at Microsoft | Jun 10, 2019 | Anomaly DetectionSaliency Detection | CodeCode Available | 1 |
| Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning | May 31, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| Devil in the Detail: Attack Scenarios in Industrial Applications | May 24, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection | Feb 14, 2019 | Anomaly DetectionGeneral Classification | CodeCode Available | 0 |
| Feedforward Neural Network for Time Series Anomaly Detection | Dec 20, 2018 | Anomaly DetectionCPU | —Unverified | 0 |
| DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series | Dec 19, 2018 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series | Dec 5, 2018 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data | Nov 20, 2018 | Anomaly DetectionDecoder | CodeCode Available | 0 |
| Towards Experienced Anomaly Detector through Reinforcement Learning | Apr 29, 2018 | Anomaly Detectionreinforcement-learning | —Unverified | 0 |
| Greenhouse: A Zero-Positive Machine Learning System for Time-Series Anomaly Detection | Jan 9, 2018 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Deep and Confident Prediction for Time Series at Uber | Sep 6, 2017 | Anomaly DetectionPrediction | CodeCode Available | 1 |
| Time Series Anomaly Detection; Detection of anomalous drops with limited features and sparse examples in noisy highly periodic data | Aug 11, 2017 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection | Jul 1, 2016 | Anomaly DetectionDecoder | CodeCode Available | 2 |
| Long Short Term Memory Networks for Anomaly Detection in Time Series | Apr 22, 2015 | Anomaly DetectionFault Detection | CodeCode Available | 0 |
