Sam Kwong

Bayesian Network Based Label Correlation Analysis For Multi-label Classifier Chain

2019 · arXiv (Cornell University)

Classifier chain (CC) is a multi-label learning approach that constructs a sequence of binary classifiers according to a label order. Each classifier in the sequence is responsible for predicting the relevance of one label. When …

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 …