Imaging Time Series for Deep Embedded Clustering: a Cryptocurrency Regime Detection Use Case.
Amin NajafgholizadehArman NasirkhaniHamid Reza MazandaraniHamid Reza SoltanalizadehMohammad SabokrouPublished in: CSICC (2022)
Keyphrases
- detection method
- data mining tasks
- anomaly detection
- multivariate time series data
- high resolution
- clustering algorithm
- multivariate time series
- categorical data
- automatic detection
- detection rate
- image analysis
- k means
- detection algorithm
- clustering method
- medical imaging
- streaming time series
- computer vision
- false alarms
- object detection
- information theoretic
- self organizing maps
- data clustering
- hierarchical clustering
- embedded systems
- unsupervised learning
- cluster analysis
- change detection
- image segmentation
- synthetic aperture
- change point detection
- change point