Summary (2 of 2)
Important areas for research include:
- Generating insight through comprehensible models, visualization, and filtering techniques.
- Better transactional data handling, not necessarily forcing transformations into customer signatures
- Better support for data types: dates, nulls, multimedia
- Support for large hierarchical attributes
- Post mining integration (scoring, acting, validating)
- The usual: scalable anytime algorithms, use meta data, use of star schemas, and non-propositional models.
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