A New Paradigm in Brain Inspired Lifelong Machine Learning for Data Intensive Environments

A thesis submitted in total fulfilment of the requirements for the degree of Doctor of Philosophy to the Research Centre for Data Analytics and Cognition, La Trobe Business School, College of Arts, Social Sciences and Commerce, La Trobe University, Victoria, Australia.