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cs.LG2021
DenDrift: A Drift-Aware Algorithm for Host Profiling
Ali Sedaghatbaf, Sima Sinaei, Perttu Ranta-aho +1
Detecting and reacting to unauthorized actions is an essential task in security monitoring. What make this task challenging are the large number and various categories of hosts and…
cs.LG2020
Multi-level Binarized LSTM in EEG Classification for Wearable Devices
Najmeh Nazari, Seyed Ahmad Mirsalari, Sima Sinaei +2
Long Short-Term Memory (LSTM) is widely used in various sequential applications. Complex LSTMs could be hardly deployed on wearable and resourced-limited devices due to the huge am…