Multi-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts.
Ana Cristina Umaquinga-CriolloJuan D. Tamayo-QuinteroMaría N. Moreno GarcíaJaime RiascosDiego Hernán Peluffo-OrdóñezPublished in: HAIS (2020)
Keyphrases
- human experts
- data sets
- database
- original data
- data collection
- significant improvement
- high dimensional data
- data mining methods
- high quality
- data analysis
- data mining techniques
- input data
- data reduction
- raw data
- statistical methods
- domain experts
- missing data
- statistical analysis
- spatial data
- missing values
- prior knowledge
- data structure
- spectral clustering
- expert knowledge
- evaluation criteria
- synthetic data
- knowledge discovery
- noisy data
- training data
- statistical tests
- clustering algorithm