Search Results for author: Yoshitaka Kameya

Found 2 papers, 0 papers with code

Towards Efficient Discriminative Pattern Mining in Hybrid Domains

no code implementations15 Aug 2019 Yoshitaka Kameya

Discriminative pattern mining is a data mining task in which we find patterns that distinguish transactions in the class of interest from those in other classes, and is also called emerging pattern mining or subgroup discovery.

Subgroup Discovery

A Logic-based Approach to Generatively Defined Discriminative Modeling

no code implementations15 Oct 2014 Taisuke Sato, Keiichi Kubota, Yoshitaka Kameya

Our intension is first to provide a unified approach to CRFs for complex modeling through the use of a Turing complete language and second to offer a convenient way of realizing generative-discriminative pairs in machine learning to compare generative and discriminative models and choose the best model.

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