Machine Learning Method for Changepoint Detection in Short Time Series Data.
Veronika SmejkalováRadovan SomplákMartin RoseckýKristína SramkováPublished in: Mach. Learn. Knowl. Extr. (2023)
Keyphrases
- detection method
- machine learning
- machine learning methods
- support vector machine
- false positive rate
- segmentation method
- detection algorithm
- computational cost
- cost function
- pairwise
- computational complexity
- similarity measure
- preprocessing
- learning algorithm
- high precision
- false positives
- high accuracy
- classification accuracy
- experimental evaluation
- text classification
- unsupervised learning
- computationally efficient
- multiscale
- training data
- synthetic data
- object detection
- objective function
- image sequences