Estimation of missing prices in real-estate market agent-based simulations with machine learning and dimensionality reduction methods.
Iván García-MagariñoCarlos MedranoJorge DelgadoPublished in: Neural Comput. Appl. (2020)
Keyphrases
- real estate
- machine learning
- agent based simulations
- dimensionality reduction methods
- real estate valuation
- dimensionality reduction
- pattern recognition
- service platform
- electricity markets
- knowledge acquisition
- discriminant analysis
- feature extraction
- dynamic pricing
- multi agent
- active learning
- knn
- computer vision
- learning algorithm
- text classification
- principal component analysis
- preprocessing step
- document clustering
- text mining
- data sets
- natural language processing
- support vector machine
- reinforcement learning
- decision making
- feature selection
- data mining