Edward Tunstel

A Clustering-based framework for Classifying Data Streams

2021

The non-stationary nature of data streams strongly challenges traditional machine learning techniques. Although some solutions have been proposed to extend traditional machine learning techniques for handling data streams, these approaches either require an initial label …

On the philosophical, cognitive and mathematical foundations of symbiotic autonomous systems

2021 · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences

Symbiotic autonomous systems (SAS) are advanced intelligent and cognitive systems that exhibit autonomous collective intelligence enabled by coherent symbiosis of human-machine interactions in hybrid societies. Basic research in the emerging field of SAS has triggered …