Topological Sholl descriptors for neuronal clustering and classification.
Reem KhalilSadok KallelAhmad FarhatPawel DlotkoPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- feature vectors
- classification scheme
- pattern recognition
- clustering algorithm
- decision trees
- hierarchical clustering
- feature extraction
- classification accuracy
- image classification
- supervised classification
- high dimensionality
- text classification
- unsupervised classification
- machine learning
- pattern classification
- classification method
- supervised learning
- unsupervised learning
- k means
- training set
- multiscale
- unsupervised clustering
- clustering analysis
- support vector
- classification models
- feature space
- classification rules
- classification algorithm
- class labels
- support vector machine svm
- density estimation
- automatic classification
- preprocessing
- benchmark datasets
- clustering method
- gene expression profiles
- training samples