index.md

title	IsolationKernel

IsolationKernel

Isolation-based methods use an isolation mechanism to build isolating partitions in the input space. They include Isolation Forest, Isolation Kernel (IK), and Isolation Distributional Kernel (IDK).

Events

• Nanjing Workshop on Advances and Lessons Learned in 70 years of Clustering Research (21-23 May 2027, Nanjing, China)

Resources

• A brief history of Isolation-based methods, projects, and code
• Book: Isolation-Inspired Machine Learning: To Succeed when Deep Learning Fails