Vishnu Tv

Multi-Sensor Prognostics using an Unsupervised Health Index based on LSTM Encoder-Decoder

Pankaj Malhotra, Vishnu Tv, Anusha Ramakrishnan et al. · arXiv (Cornell University) · 2016 · 165 citations · Full text

Engineering, Machine Learning, Life Prediction +25

TimeNet: Pre-trained deep recurrent neural network for time series classification

Pankaj Malhotra, Vishnu Tv, Lovekesh Vig et al. · arXiv (Cornell University) · 2017 · 113 citations · Full text

Deep Neural Networks, Engineering, Machine Learning +14

Online anomaly detection with concept drift adaptation using recurrent neural networks

Sakti Saurav, Pankaj Malhotra, Vishnu Tv et al. · 2018 · 91 citations

Anomaly Detection, Machine Learning, Engineering +19

Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks

Narendhar Gugulothu, Vishnu Tv, Pankaj Malhotra et al. · International Journal of Prognostics and Health Management · 2020 · 80 citations · Full text

Engineering, Machine Learning, Life Prediction +20

Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation

Jyoti Narwariya, Pankaj Malhotra, Vishnu Tv et al. · arXiv (Cornell University) · 2020 · 24 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +26