Puneet Agarwal

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

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-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

Simulation of offshore wind turbine response for long-term extreme load prediction

Puneet Agarwal, Lance Manuel · Engineering Structures · 2009 · 138 citations

Floating Wind Turbine, Engineering, Wind Power Generation +7

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