Anomaly Detection Principles and Algorithms
-15%
portes grátis
Anomaly Detection Principles and Algorithms
Huang, HuaMing; Mohan, Chilukuri K.; Mehrotra, Kishan G.
Springer International Publishing AG
01/2018
217
Dura
Inglês
9783319675244
15 a 20 dias
617
Descrição não disponível.
1 Introduction.- 2 Anomaly Detection.- 3 Distance-based Anomaly Detection Approaches.- 4 Clustering-based Anomaly Detection Approaches.- 5 Model-based Anomaly Detection Approaches.- 6 Distance and Density Based Approaches.- 7 Rank Based Approaches.- 8 Ensemble Methods.- 9 Algorithms for Time Series Data.- Datasets for Evaluation.- Datasets for Time Series Experiments.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Anomaly Detection;Data Mining;Rank Based Approach;Security Applications;Time Series Anomaly Detection;Outlier Detection;Clustering;Classification;Algorithms;Machine Learning;Statistical Pattern Recognition;Time Series;Ensemble Methods
1 Introduction.- 2 Anomaly Detection.- 3 Distance-based Anomaly Detection Approaches.- 4 Clustering-based Anomaly Detection Approaches.- 5 Model-based Anomaly Detection Approaches.- 6 Distance and Density Based Approaches.- 7 Rank Based Approaches.- 8 Ensemble Methods.- 9 Algorithms for Time Series Data.- Datasets for Evaluation.- Datasets for Time Series Experiments.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
