Search Results for author: Sundaram Suresh

Found 2 papers, 0 papers with code

Multi-layer Kernel Ridge Regression for One-class Classification

no code implementations20 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.

Classification General Classification +3

Online Learning with Regularized Kernel for One-class Classification

no code implementations17 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.

Classification General Classification +3

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