Integrated dimensionality reduction technique for mixed-type data involving categorical values

- An integrated approach of dimensionality-reduction technique is proposed.
- The approach can handle mixed-type datasets involving categorical attributes.
- Semantic similarity embedded in categorical values is taken into account.
- The proposed approach improves topological order of the high-dimensional, mixed data in the low-dimensional space.