14 citations
2 papers
cs.LG2018★ 6 cited
One-class Collective Anomaly Detection based on Long Short-Term Memory Recurrent Neural Networks
Nga Nguyen Thi, Van Loi Cao, Nhien-An Le-Khac
Intrusion detection for computer network systems has been becoming one of the most critical tasks for network administrators today. It has an important role for organizations, gove…
q-bio.BM2017★ 14 cited
Sequence dependent aggregation of peptides and fibril formation
Nguyen Ba Hung, Duy-Manh Le, Trinh X. Hoang
Deciphering the links between amino acid sequence and amyloid fibril formation is key for understanding protein misfolding diseases. Here we use Monte Carlo simulations to study ag…