Scaling Personalized Machine Learning through DTW Clustering: Predicting Glycemia Levels as an Example.
Abdelmounaam RezguiPublished in: BigData (2023)
Keyphrases
- machine learning
- clustering algorithm
- k means
- machine learning methods
- clustering method
- unsupervised learning
- levels of abstraction
- computer vision
- hierarchical clustering
- knowledge representation
- spectral clustering
- data clustering
- artificial intelligence
- supervised classification
- pattern recognition
- dynamic time warping
- information extraction
- knowledge acquisition
- self organizing maps
- search engine
- information theoretic
- cluster analysis
- graph theoretic
- e learning
- data sets
- feature selection
- user profiles
- distance metric
- anomaly detection
- semi supervised learning
- distance measure
- data points
- fuzzy clustering
- recommender systems
- categorical data
- reinforcement learning
- decision trees