A Novel Progressive Multi-label Classifier for Classincremental Data

no code implementations • 23 Sep 2016 • Mihika Dave, Sahil Tapiawala, Meng Joo Er, Rajasekar Venkatesan

In this paper, a progressive learning algorithm for multi-label classification to learn new labels while retaining the knowledge of previous labels is designed.

Class Incremental Learning General Classification +2

A novel online multi-label classifier for high-speed streaming data applications

no code implementations • 1 Sep 2016 • Rajasekar Venkatesan, Meng Joo Er, Mihika Dave, Mahardhika Pratama, Shiqian Wu

In this paper, a high-speed online neural network classifier based on extreme learning machines for multi-label classification is proposed.

Classification General Classification +2