Anomaly detection using manifold embedding and its applications in transportation corridors

@article{Agovic2009AnomalyDU,
  title={Anomaly detection using manifold embedding and its applications in transportation corridors},
  author={Amrudin Agovic and Arindam Banerjee and Auroop R. Ganguly and Vladimir Protopopescu},
  journal={Intell. Data Anal.},
  year={2009},
  volume={13},
  pages={435-455}
}
The formation of secure transportation corridors, where cargoes and shipments from points of entry can be dispatched safely to highly sensitive and secure locations, is a high national priority. One of the key tasks of the program is the detection of anomalous cargo based on sensor readings in truck weigh stations. Due to the high variability, dimensionality, and/or noise content of sensor data in transportation corridors, appropriate feature representation is crucial to the success of anomaly… CONTINUE READING
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