152 citations · 201 across the 8 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.LG2018
Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection
Andy Brown, Aaron Tuor, Brian Hutchinson +1
Deep learning has recently demonstrated state-of-the art performance on key tasks related to the maintenance of computer systems, such as intrusion detection, denial of service att…
q-bio.QM2018
Protein Mutation Stability Ternary Classification using Neural Networks and Rigidity Analysis
Richard Olney, Aaron Tuor, Filip Jagodzinski +1
Discerning how a mutation affects the stability of a protein is central to the study of a wide range of diseases. Machine learning and statistical analysis techniques can inform ho…