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SHNN-CAD(+): An Improvement on SHNN-CAD for Adaptive Online Trajectory Anomaly Detection

To perform anomaly detection for trajectory data, we study the Sequential Hausdorff Nearest-Neighbor Conformal Anomaly Detector (SHNN-CAD) approach, and propose an enhanced version called SHNN-CAD [Formula: see text]. SHNN-CAD was introduced based on the theory of conformal prediction dealing with t...

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Detalles Bibliográficos
Autores principales: Guo, Yuejun, Bardera, Anton
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6338912/
https://www.ncbi.nlm.nih.gov/pubmed/30591666
http://dx.doi.org/10.3390/s19010084