An Efficient Anomaly Detection Approach using Cube Sampling with Streaming Data

no code implementations • 5 Oct 2021 • Seemandhar Jain, Prarthi Jain, Abhishek Srivastava

In this work, we extend our previous work by proposed an efficient iForest based approach for anomaly detection using cube sampling that is effective on streaming data.

Anomaly Detection Event Detection +1

An Energy Efficient Health Monitoring Approach with Wireless Body Area Networks

no code implementations • 27 Sep 2021 • Seemandhar Jain, Prarthi Jain, Prabhat K. Upadhyay, Jules M. Moualeu, Abhishek Srivastava

In addition to being able to handle streaming data, the model works within the resource-constrained environments of an LPU and eliminates the need of transmitting the data to a back-end cloud, ensuring further energy savings.

Anomaly Detection