no code implementations • 7 Mar 2018 • Elizabeth Hou, Alfred O. Hero
In many real-world applications, data is not collected as one batch, but sequentially over time, and often it is not possible or desirable to wait until the data is completely gathered before analyzing it.
no code implementations • 16 Feb 2017 • Elizabeth Hou, Kumar Sricharan, Alfred O. Hero
Data-driven anomaly detection methods suffer from the drawback of detecting all instances that are statistically rare, irrespective of whether the detected instances have real-world significance or not.
Unsupervised Anomaly Detection Vocal Bursts Intensity Prediction
no code implementations • 3 May 2016 • Jesús Arroyo, Elizabeth Hou
In distributed systems, communication is a major concern due to issues such as its vulnerability or efficiency.