Duality between Feature Selection and Data Clustering
- Additional Document Info
- View All
© 2016 IEEE. The feature-selection problem is formulated from an information-theoretic perspective. We show that the problem can be efficiently solved by a recently proposed info-clustering paradigm. This reveals a fundamental duality between feature selection and data clustering, which is a consequence of a more general duality between the principal partition and the principal lattice of partitions in combinatorial optimization.
author list (cited authors)
Chan, C., Al-Bashabshe, A., Zhou, Q., & Liu, T.