Contrast Pattern Mining and Its Application for Building Robust Classifiers [chapter]

Kotagiri Ramamohanarao
2010 Lecture Notes in Computer Science  
The ability to distinguish, differentiate and contrast between different data sets is a key objective in data mining. Such ability can assist domain experts to understand their data and can help in building classification models. This presentation will introduce the techniques for contrasting data sets. It will also focus on some important real world applications that illustrate how contrast patterns can be applied effectively for building robust classifiers. Useful references: 1) Arunasalam,
more » ... vani and Chawla, Sanjay and Sun, Pei. Striking Two Birds with One Stone: Simultaneous Mining of Positive and Negative Spatial
doi:10.1007/978-3-642-16108-7_5 fatcat:gdfnoamfebcubgzj2qj7s5zzqm