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cs.LG2023★ 1 cited
Deep Learning Driven Detection of Tsunami Related Internal GravityWaves: a path towards open-ocean natural hazards detection
Valentino Constantinou, Michela Ravanelli, Hamlin Liu +1
Tsunamis can trigger internal gravity waves (IGWs) in the ionosphere, perturbing the Total Electron Content (TEC) - referred to as Traveling Ionospheric Disturbances (TIDs) that ar…
cs.LG2020
Detecting Anomalous Invoice Line Items in the Legal Case Lifecycle
Valentino Constantinou, Mori Kabiri
The United States is the largest distributor of legal services in the world, representing a 80 billion for…
cs.LG2018
Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding
Kyle Hundman, Valentino Constantinou, Christopher Laporte +2
As spacecraft send back increasing amounts of telemetry data, improved anomaly detection systems are needed to lessen the monitoring burden placed on operations engineers and reduc…