Least median of squares regression and minimum volume ellipsoid estimator for outliers detection in housing appraisal.
Pierluigi MoranoFrancesco TajaniPublished in: Int. J. Bus. Intell. Data Min. (2014)
Keyphrases
- minimum volume
- novelty detection
- anomaly detection
- real estate
- regression function
- regression model
- detection algorithm
- least squares
- outlier detection
- maximum likelihood
- uniform convergence
- linear regression
- regression problems
- theoretical framework
- robust regression
- classification algorithm
- machine learning
- theoretical analysis
- knn
- support vector
- feature selection