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However, the existing anomaly detection algorithms are mainly based on the complete data.
In Section 2, existing anomaly detection algorithms developed for cluster-based WSNs are outlined.
For spatio-temporal flow data (e.g., traffic flow data), the existing anomaly detection methods cannot handle the embedded dynamic characteristic.
Moreover, the evolving of the system infrastructures brings new anomaly types that cannot be generalized as existing ones, making the existing anomaly detection solutions unavailable.
To prove the applicability of the concept developed in this work, we conclude the paper with an illustrative example of evaluation and test of an existing anomaly detection system by using generated NES data.
Existing anomaly detection methods largely work by separating traffic signals into "normal" and "anomalous" types using historical data, but do so inflexibly, either requiring a long description for "normal" traffic, or a short, but inaccurate description.
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The existence of such anomalies is not usually taken by the working scientist as an indication that the theory in question is false; on the contrary, he will usually, and necessarily, assume that the auxiliary hypotheses which are associated with the theory can be modified to incorporate, and explain, existing anomalies.
The IOM report highlights the importance of early thorough assessments to better identify existing anomalies and define the treatment plans for children with birth defects.
If we were to carry out these analyses in areas where gravity gradiometry surveys have not been conducted yet, we would have to use the tensor estimated from existing gravity anomaly data.
Unlike the 1D case, the existing 3D anomalies may cause further uncertainty, as the apparent ssq gain has been demonstrated to be affected by the induction effect from the underlying 3D structure.
Since it was an unlawful anomaly, existing on credit, so to speak, Razglaz feared that it would have to one day burst like a bubble.
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