Operational Domain Name Classification: From Automatic Ground Truth Generation to Adaptation to Missing Values.
Jan BayerBen Chukwuemeka BenjaminSourena MaroofiThymen WabekeCristian HesselmanAndrzej DudaMaciej KorczynskiPublished in: PAM (2023)
Keyphrases
- missing values
- ground truth
- cost sensitive learning
- missing data
- feature values
- incomplete data sets
- pattern recognition
- multivariate temporal data
- data imputation
- decision trees
- incomplete data
- data stream classification
- multiple imputation
- missing attribute values
- imputation methods
- support vector
- classification accuracy
- machine learning
- text classification
- support vector machine svm
- feature vectors
- missing information
- unseen test data
- feature selection
- neural network
- statistical databases
- class labels
- support vector machine
- feature space
- data cleaning
- concept drift
- data matrix
- unseen data
- classification algorithm
- attribute values
- cross validation
- learning algorithm
- data sets