Gautam Shroff

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

Stabilization of Unstable Procedures: The Recursive Projection Method

Gautam Shroff, Herbert B. Keller · SIAM Journal on Numerical Analysis · 1993 · 244 citations

Numerical Analysis, Numerical Computation, Engineering +13

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

Sequence and Time Aware Neighborhood for Session-based Recommendations

D. Garg, Priyanka Gupta, Pankaj Malhotra et al. · 2019 · 137 citations

Engineering, Machine Learning, Vanilla Sknn +17