The Kohonen Algorithm: A Powerful Tool for Analyzing and Representing Multidimensional Quantitative and Qualitative Data.
Marie CottrellPatrick RoussetPublished in: IWANN (1997)
Keyphrases
- quantitative and qualitative
- data sets
- input data
- noisy data
- preprocessing
- data collection
- detection algorithm
- learning algorithm
- dynamic programming
- synthetic datasets
- objective function
- qualitative and quantitative
- data analysis
- cost function
- quantitative data
- information loss
- particle swarm optimization
- knowledge discovery
- worst case
- data points
- probabilistic model
- optimal solution
- similarity measure
- multi dimensional
- database
- segmentation algorithm
- np hard
- self organizing maps
- matching algorithm
- search space
- computational complexity
- training data
- feature selection
- descriptive statistics