Leonard K. M. Poon

Unidimensional Clustering of Discrete Data Using Latent Tree Models

2015 · Proceedings of the AAAI Conference on Artificial Intelligence

This paper is concerned with model-based clustering of discrete data. Latent class models (LCMs) are usually used for the task. An LCM consists of a latent variable and a number of attributes. It makes the …