Lovekesh Vig

Long Short Term Memory Networks for Anomaly Detection in Time Series.

Pankaj Malhotra, Lovekesh Vig, Gautam Shroff et al. · The European Symposium on Artificial Neural Networks · 2015 · 1.1K citations

Anomaly Detection, Machine Learning, Data Science +8

Anomaly detection in ECG time signals via deep long short-term memory networks

Sucheta Chauhan, Lovekesh Vig · 2015 · 395 citations

Anomaly Detection, Machine Learning, Engineering +16

LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection

Pankaj Malhotra, Anusha Ramakrishnan, Gaurangi Anand et al. · arXiv (Cornell University) · 2016 · 345 citations · Full text

Anomaly Detection, Machine Learning, Engineering +16

Multi-robot coalition formation

Lovekesh Vig, Julie A. Adams · IEEE Transactions on Robotics · 2006 · 274 citations

Artificial Intelligence, Engineering, Intelligent Systems +16

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