Rajasekar Venkatesan

A novel online real-time classifier for multi-label data streams

2016

In this paper, a novel extreme learning machine based online multi-label classifier for real-time data streams is proposed. Multi-label classification is one of the actively researched machine learning paradigm that has gained much attention in …

A novel progressive multi-label classifier for class-incremental data

2016

In this paper, a progressive learning algorithm for multi-label classification to learn new labels while retaining the knowledge of previous labels is designed. New output neurons corresponding to new labels are added and the neural …