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

Computing, Computer Science, Data Science +12

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

Pankaj Malhotra, Anusha Ramakrishnan, Gaurangi Anand et al. · arXiv (Cornell University) · 2016 · 346 citations · Full text

Computing, Computer Science, Mechanical Engineering +17

Stabilization of Unstable Procedures: The Recursive Projection Method

Gautam Shroff, Herbert B. Keller · SIAM Journal on Numerical Analysis · 1993 · 246 citations

Computing, Computer Science, Computational Mechanics +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

Computing, Industrial Engineering, Machine Learning +16

Sequence and Time Aware Neighborhood for Session-based Recommendations

D. Garg, Priyanka Gupta, Pankaj Malhotra et al. · 2019 · 140 citations

Computing, Computer Science, Data Mining +14