no code implementations • 20 May 2018 • Chandan Gautam, Aruna Tiwari, Sundaram Suresh, Alexandros Iosifidis
In this paper, a multi-layer architecture (in a hierarchical fashion) by stacking various Kernel Ridge Regression (KRR) based Auto-Encoder for one-class classification is proposed and is referred as MKOC.
no code implementations • 17 Jan 2017 • Chandan Gautam, Aruna Tiwari, Sundaram Suresh, Kapil Ahuja
This paper presents an online learning with regularized kernel based one-class extreme learning machine (ELM) classifier and is referred as online RK-OC-ELM.