.. image:: pystat.png
:height: 20
:alt: Statistique
:target: http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx/td_2a_notions.html#pour-un-profil-plutot-data-scientist
Timeseries - Détection d'anomalies
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*Notebooks*
* :ref:`timeseriesssarst`
*Lectures*
* `Time Series Anomaly Detection in Network Traffic: A Use Case for Deep Neural Networks `_
* `Anomaly Detection in Multivariate Non-stationary Time Series for Automatic DBMS Diagnosis `_
* `Unsupervised real-time anomaly detection for streaming data `_
* `Long Short Term Memory Networks for Anomaly Detection in Time Series `_
* `Local Anomaly Detection `_
* `Hidden Markov Anomaly Detection `_
* `Classification of Time Sequences using Graphs of Temporal Constraints `_
* `A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference `_
* `Concentration inequalities for empirical processes of linear time series `_
* `Singular Spectrum Analysis: Methodology and Comparison `_
* `Application of the singular-spectrum analysis to change-point detection in time series `_