6 citations · 13 across the 3 of their papers we have counts for
3 papers · 1 filter
Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection
Abhishek Srinivasan, Varun Singapuri Ravi, Juan Carlos Andresen +1
The complexity of modern electro-mechanical systems require the development of sophisticated diagnostic methods like anomaly detection capable of detecting deviations. Conventional…
Ensemble Neural Networks for Remaining Useful Life (RUL) Prediction
Ahbishek Srinivasan, Juan Carlos Andresen, Anders Holst
A core part of maintenance planning is a monitoring system that provides a good prognosis on health and degradation, often expressed as remaining useful life (RUL). Most of the cur…
Modular Federated Learning
Kuo-Yun Liang, Abhishek Srinivasan, Juan Carlos Andresen
Federated learning is an approach to train machine learning models on the edge of the networks, as close as possible where the data is produced, motivated by the emerging problem o…