62 citations · 138 across the 9 of their papers we have counts for
4 papers · 1 filter
On the Effectiveness of Interpretable Feedforward Neural Network
Miles Q. Li, Benjamin C. M. Fung, Adel Abusitta
Deep learning models have achieved state-of-the-art performance in many classification tasks. However, most of them cannot provide an interpretation for their classification result…
Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records
Kejing Yin, William K. Cheung, Benjamin C. M. Fung +1
Non-negative tensor factorization has been shown a practical solution to automatically discover phenotypes from the electronic health records (EHR) with minimal human supervision.…
Deep Learning-based Stress Determinator for Mouse Psychiatric Analysis using Hippocampus Activity
Donghan Liu, Benjamin C. M. Fung, Tak Pan Wong
Decoding neurons to extract information from transmission and employ them into other use is the goal of neuroscientists' study. Due to that the field of neuroscience is utilizing t…
I-MAD: Interpretable Malware Detector Using Galaxy Transformer
Miles Q. Li, Benjamin C. M. Fung, Philippe Charland +1
Malware currently presents a number of serious threats to computer users. Signature-based malware detection methods are limited in detecting new malware samples that are significan…