Handling data irregularities in classification: Foundations, trends, and future challenges.
Swagatam DasShounak DattaBidyut B. ChaudhuriPublished in: Pattern Recognit. (2018)
Keyphrases
- data sets
- machine learning
- raw data
- data analysis
- knowledge discovery
- original data
- synthetic data
- feature vectors
- database
- data processing
- support vector
- data structure
- data quality
- data mining techniques
- input data
- missing data
- experimental data
- classification scheme
- pattern classification
- feature extraction
- training data
- sensor data
- high quality
- small number
- classification accuracy
- preprocessing
- data streams