TL;DR本文提出了一种新的基于 SAT 的可解释聚类框架,支持聚类约束,同时提供强有力的解决方案质量理论保证,并给出了关于解释性和满足用户约束之间权衡的新见解。
Abstract
constrained clustering is a semi-supervised task that employs a limited
amount of labelled data, formulated as constraints, to incorporate
domain-specific knowledge and to significantly improve clustering accurac