Benchmarking distance-based partitioning methods for mixed-type data.
Efthymios CostaIoanna PapatsoumaAngelos I. MarkosPublished in: Adv. Data Anal. Classif. (2023)
Keyphrases
- data sets
- data mining techniques
- high dimensional data
- preprocessing
- statistical methods
- training data
- data quality
- data points
- raw data
- synthetic data
- computer systems
- data representations
- original data
- missing values
- machine learning methods
- significant improvement
- database
- data collection
- data processing
- input data
- human experts
- image data
- data analysis
- data mining methods
- decision trees
- special features