Interactive Classification Using a Granule Network [chapter]

Yan Zhao, Yiyu Yao
Novel Approaches in Cognitive Informatics and Natural Intelligence  
Classification is one of the main tasks in machine learning, data mining and pattern recognition. Compared with the extensively studied data-driven approaches, the interactively user-driven approaches are less explored. A granular computing model is suggested for re-examining the classification problems. An interactive classification method using the granule network is proposed, which allows multistrategies for granule tree construction and enhances the understanding and interpretation of the
more » ... rpretation of the classification process. This method is complementary to the existing classification methods.
doi:10.4018/9781605661704.ch016 fatcat:wzhwyvo3m5c4zdt5cb4tpdu5oe