Concepedia

Puneet Agarwal

PA

Statistics

Publications

32

Citations

2.7K

H-Index

19

Active since

2007

Affiliations

Tata Consultancy Services (India)(Current)

The University of Texas at Austin

Stress Engineering Services (United States)

Indraprastha Institute of Information Technology Delhi

Indian Institute of Technology Delhi

Puneet Agarwal is an author at Tata Consultancy Services (India) specializing in computing, computer science, and machine learning.

Publications per year

2007–2022

32

Publications

32

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

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

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

Puneet Agarwal, Lance Manuel · Engineering Structures · 2009 · 142 citations

Engineering, Marine Engineering, Ocean Engineering +14

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

Computing, Computer Science, Feature Engineering +12

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