Exploration of Bagging Ensembles Comprising Genetic Fuzzy Models to Assist with Real Estate Appraisals.
Tadeusz LasotaZbigniew TelecBogdan TrawinskiKrzysztof TrawinskiPublished in: IDEAL (2009)
Keyphrases
- real estate
- fuzzy model
- ensemble methods
- ensemble learning
- ensemble selection
- fuzzy modeling
- imbalanced data
- neural network ensembles
- ensemble members
- base classifiers
- random forests
- decision trees
- takagi sugeno
- membership functions
- input output
- real estate valuation
- fuzzy clustering
- fuzzy systems
- nonlinear systems
- decision tree ensembles
- fuzzy rules
- variable selection
- prediction accuracy
- rule base
- ensemble classifier
- fuzzy sets
- fuzzy controller
- initial values
- classifier ensemble
- fuzzy inference
- genetic algorithm
- service platform
- information granules
- fuzzy rule based systems
- fuzzy inference system
- training set
- information granulation
- parametric optimization
- artificial neural network models
- artificial intelligence