Feature Construction Using Persistence Landscapes for Clustering Noisy IoT Time Series.
Renjie ChenNalini RavishankerPublished in: Future Internet (2023)
Keyphrases
- feature construction
- data representation
- clustering algorithm
- genetic programming
- machine learning
- concept learning
- decision trees
- k means
- unsupervised learning
- clustering method
- rule learning
- data mining tasks
- data sets
- supervised learning
- feature selection
- outlier detection
- data objects
- dimensionality reduction
- non stationary
- semi supervised
- training data
- feature extraction
- data mining