Classification Methodology for Architectures in Information Systems: A Statistical Converging Technique.
Qishan YangMouzhi GeMarkus HelfertPublished in: ISD (2023)
Keyphrases
- information systems
- classification accuracy
- maximum entropy modeling
- pattern recognition
- support vector machine
- feature selection
- feature extraction
- machine learning
- information technology
- decision trees
- statistical methods
- classification method
- correspondence analysis
- classification process
- class labels
- classification algorithm
- automatic classification
- web services
- image classification
- statistical approaches
- health care
- preprocessing
- feature space
- maximum likelihood criterion
- kernel density estimators
- hypothesis testing
- classification systems
- classification scheme
- feature vectors
- classification rules
- machine learning algorithms
- support vector machine svm
- text categorization
- training samples
- statistical analysis
- text classification
- dimensionality reduction
- principal component analysis
- supervised learning