Sparse logistic functional principal component analysis for binary data.
Rou ZhongShishi LiuHaocheng LiJingxiao ZhangPublished in: Stat. Comput. (2023)
Keyphrases
- binary data
- principal component analysis
- high dimensional
- dimensionality reduction
- low dimensional
- categorical data
- formal concept analysis
- principal components
- feature space
- random projections
- exploratory data mining
- data sets
- independent component analysis
- continuous data
- sparse representation
- feature extraction
- itemsets
- genetic programming
- multi dimensional
- nearest neighbor
- machine learning
- data mining