High-dimensional Data from Financial Statements for a Bankruptcy Prediction Model.
Gianluca GabrielliAndrea MelioliFlavio BertiniPublished in: ICDEW (2023)
Keyphrases
- prediction model
- high dimensional data
- financial statements
- financial ratios
- bankruptcy prediction
- financial data
- failure prediction
- credit risk
- nearest neighbor
- low dimensional
- high dimensionality
- dimensionality reduction
- data sets
- regression model
- high dimensional
- subspace clustering
- dimension reduction
- bp neural network
- data analysis
- data points
- original data
- neural network
- learning vector quantization
- stock market
- variable selection
- linear discriminant analysis
- credit scoring
- input data
- ls svm
- credit card
- listed companies
- clustering high dimensional data
- training set
- feature space
- unsupervised learning
- pattern recognition
- feature extraction
- input image