A neural clustering and classification system for sales forecasting of new apparel items.
Sébastien ThomasseyMichel HappiettePublished in: Appl. Soft Comput. (2007)
Keyphrases
- unsupervised learning
- clustering algorithm
- neural network
- high dimensionality
- classification scheme
- support vector
- unsupervised clustering
- pattern classification
- classification accuracy
- machine learning
- clustering analysis
- spectral clustering
- clustering method
- unsupervised classification
- automatic classification
- support vector machine svm
- image classification
- k means
- data mining
- supervised learning
- pattern recognition
- preprocessing
- classification method
- feature space
- cluster analysis
- model selection
- training set
- support vector regression
- long term
- supervised classification
- network architecture
- hierarchical clustering
- support vector machine
- distance metric
- short term
- classification algorithm
- self organizing maps
- training samples