Fetching the paper…
Reading the bibliography…
This short paper describes our ongoing research on Greenhouse - a zero-positive machine learning system for time-series anomaly detection.
On the Generalised Distance in Statistics
Prasanta Chandra Mahalanobis. 1936 · 1936
Earlier work this paper cites.
Long Short-Term Memory
Sepp Hochreiter and Jurgen Schmidhuber. 1997 · 1997
Earlier work this paper cites.
Reinforcement Learning with Long Short-term Memory. In 14th International Conference on Neural Information Processing Systems (NIPS) . 1475–1482
Bram Bakker. 2001 · 2001
Earlier work this paper cites.
Anomaly Detection: A Survey
Varun Chandola, Arindam Banerjee, and Vipin Kumar. 2009 · 2009
Earlier work this paper cites.
Outlier Analysis
Charu C. Aggarwal. 2013 · 2013
Earlier work this paper cites.
Understanding LSTM Networks
Christopher Olah. 2015 · 2015
Cited alongside, same era.
Evaluating Real-Time Anomaly Detection Algorithms - The Numenta Anomaly Benchmark. In
Alexander Lavin and Subutai Ahmad. 2015 · 2015
Cited alongside, same era.
Long Short Term Memory Networks for Anomaly Detection in Time Series. In
Pankaj Malhotra, Lovekesh Vig, Gautam Shroff, and Puneet Agarwal. 2015 · 2015
Cited alongside, same era.
TensorFlow: A System for Large-scale Machine Learning. In 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI) . 265–283
Martin Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek G. Murray, Benoit Steiner, Paul Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. 2016 · 2016
Cited alongside, same era.
AutoPerf: A Generalized Zero-Positive Learning System to Detect Software Performance Anomalies
Mohammad Mejbah Ul Alam, Justin Gottschlich, and Abdullah Muzahid. 2017 · 2017
Cited alongside, same era.
MacroBase: Prioritizing Attention in Fast Data. In ACM International Conference on Management of Data (SIGMOD) . 541–556
Peter Bailis, Edward Gan, Samuel Madden, Deepak Narayanan, Kexin Rong, and Sahaana Suri. 2017 · 2017
Later among the works it cites.
Collective Anomaly Detection based on Long Short Term Memory Recurrent Neural Network
Loic Bontemps, Van Loi Cao, James McDermott, and Nhien-An Le-Khac. 2017 · 2017
Later among the works it cites.
Intel Nervana Graph
Intel. 2017 · 2017
Later among the works it cites.
Data Ingestion for the Connected World. In
John Meehan, Cansu Aslantas, Stan Zdonik, Nesime Tatbul, and Jiang Du. 2017 · 2017
Later among the works it cites.
Precision and Recall for Range-Based Anomaly Detection
Tae Jun Lee, Justin Gottschlich, Nesime Tatbul, Eric Metcalf, and Stan Zdonik. 2018 · 2018
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…