Home > Uncategorized > A publication in Knowledge and Information Systems Journal

A publication in Knowledge and Information Systems Journal

January 15th, 2013

I’ve just got a paper published in the Knowledge and Information Systems (KAIS) journal. It proposes a novel secondary similarity measure, tailored specifically for high-dimensional data, under the assumption of hubness. The experimental results are quite encouraging and the analysis shows many interesting properties. The overall percentage of label mismatches is reduced, the occurrence profile purity is increased – and the overall classifier performance is therefore significantly better under the new measure. If you are working with similarity-based methods in high-dimensional data, it is worth checking it out:

The Electronic Version

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