Fetching the paper…
Reading the bibliography…
Much of the worlds data is streaming, time-series data, where anomalies give significant information in critical situations.
Space/time trade-offs in hash coding with allowable errors, 1970
Bloom, Burton H · 1970
Earlier work this paper cites.
Outliers in time series
Fox, A J · 1972
Earlier work this paper cites.
Detection of Abrupt Changes , volume 2
Basseville, M and Nikiforov, I V · 1993
Earlier work this paper cites.
Outliers in multivariate time series
Tsay, R. S · 2000
Earlier work this paper cites.
Outlier detection in regression models with ARIMA errors using robust estimates
Bianco, A. M., García Ben, M., Martínez, E. J., and Yohai, V. J · 2001
Earlier work this paper cites.
A survey of outlier detection methodologies, 2004
Hodge, Victoria J. and Austin, Jim · 2004
Earlier work this paper cites.
HOT SAX: Efficiently finding the most unusual time series subsequence
Keogh, Eamonn, Lin, Jessica, and Fu, Ada · 2005
Earlier work this paper cites.
Pattern Recognition and Machine Learning , volume 4
Bishop, Christopher M · 2006
Earlier work this paper cites.
Bayesian Online Changepoint Detection
Adams, Ryan Prescott and Mackay, David J. C · 2007
Earlier work this paper cites.
An improved approximation for the Gaussian Q-function
Karagiannidis, George K. and Lioumpas, Athanaszsios S · 2007
Earlier work this paper cites.
Comparative Evaluation of Anomaly Detection Techniques for Sequence Data
Chandola, V., Mithal, V., and Kumar, V · 2008
Cited alongside, same era.
Automatic time series forecasting : the forecast package for R Automatic time series forecasting : the forecast package for R
Hyndman, Rob J and Khandakar, Yeasmin · 2008
Cited alongside, same era.
Anomaly detection: A survey
Chandola, Varun, Banerjee, A, and Kumar, V · 2009
Cited alongside, same era.
Finding anomalous periodic time series : An application to catalogs of periodic variable stars
Rebbapragada, Umaa, Protopapas, Pavlos, Brodley, Carla E., and Alcock, Charles · 2009
Cited alongside, same era.
Extending the bioinspired hierarchical temporal memory paradigm for sign language recognition
Rozado, David, Rodriguez, Francisco B., and Varona, Pablo · 2011
Cited alongside, same era.
Performance of a hierarchical temporal memory network in noisy sequence learning
Padilla, Daniel E., Brinkworth, Russell, and McDonnell, Mark D · 2013
Later among the works it cites.
Etsy Skyline, 2013
Stanway, A · 2013
Later among the works it cites.
Model-Based Anomaly Detection for Discrete Event Systems
Klerx, Timo, Anderka, Maik, Buning, Hans Kleine, and Priesterjahn, Steffen · 2014
Later among the works it cites.
Continuous online sequence learning with an unsupervised neural network model
Cui, Yuwei, Surpur, Chetan, Ahmad, Subutai, and Hawkins, Jeff · 2015
Later among the works it cites.
Twitter Engineering: Introducing practical and robust anomaly detection in a time series [Online blog], 2015
Kejariwal, Arun · 2015
Later among the works it cites.
Generic and Scalable Framework for Automated Time-series Anomaly Detection
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Szmit, MacIej and Szmit, Anna · 2012
Cited alongside, same era.
Efficient Computer Network Anomaly Detection by Changepoint Detection Methods
Tartakovsky, Alexander G., Polunchenko, Aleksey S., and Sokolov, Grigory · 2012
Cited alongside, same era.
Toward supervised anomaly detection
Görnitz, Nico, Kloft, Marius, Rieck, Konrad, and Brefeld, Ulf · 2013
Cited alongside, same era.
Root cause detection in a service-oriented architecture
Kim, Myunghwan, Sumbaly, Roshan, and Shah, Sam · 2013
Cited alongside, same era.
Model-based thermal anomaly detection in cloud datacenters
Lee, Eun Kyung, Viswanathan, Hariharasudhan, and Pompili, Dario · 2013
Cited alongside, same era.
Laptev, Nikolay, Amizadeh, Saeed, and Flint, Ian · 2015
Later among the works it cites.
Evaluating Real-time Anomaly Detection Algorithms – the Numenta Anomaly Benchmark
Lavin, Alexander and Ahmad, Subutai · 2015
Later among the works it cites.
A Model-Based Anomaly Detection Approach for Analyzing Streaming Aircraft Engine Measurement Data
Simon, Donald L and Rinehart, Aidan W · 2015
Later among the works it cites.
Ahmad, Subutai and Hawkins, Jeff · 2016
Closest in time.
Why Neurons Have Thousands of Synapses, a Theory of Sequence Memory in Neocortex
Hawkins, Jeff and Ahmad, Subutai · 2016
Closest in time.