Aruna Tiwari

A Quantum-Inspired Fuzzy based Evolutionary algorithm for data clustering

2015

In this paper, a Quantum-Inspired Evolutionary Fuzzy C-Means (QIE-FCM) algorithm is proposed. The proposed approach find the true number of clusters and the appropriate value of weighted exponent (m) which is required to be known …

Online Learning with Regularized Kernel for One-class Classification

2017 · arXiv (Cornell University)

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. The baseline kernel hyperplane model considers whole data in a single chunk with …