Effects of Time-Series Data Pre-processing on the Transformer-based Classification of Activities from Smart Glasses.
Gabriela CiortuzMarcin GrzegorzekSebastian J. F. FudickarPublished in: iWOAR (2023)
Keyphrases
- data pre processing
- preprocessing
- data analysis
- data mining
- dimension reduction
- pattern recognition
- machine learning
- classification accuracy
- text classification
- feature selection
- feature space
- unsupervised learning
- classification algorithm
- fuzzy logic
- decision trees
- decision tree algorithm
- pattern extraction
- data warehouse
- supervised learning
- human activities
- classification models
- data sets