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Gautam Shroff
Gautam Shroff
Sr. Vice President and Head - TCS Research
Bestätigte E-Mail-Adresse bei tcs.com
Titel
Zitiert von
Zitiert von
Jahr
Long Short Term Memory Networks for Anomaly Detection in Time Series.
P Malhotra, L Vig, G Shroff, P Agarwal
Esann 2015, 89, 2015
17182015
LSTM-based encoder-decoder for multi-sensor anomaly detection
P Malhotra, A Ramakrishnan, G Anand, L Vig, P Agarwal, G Shroff
arXiv preprint arXiv:1607.00148, 2016
12452016
Stabilization of unstable procedures: the recursive projection method
GM Shroff, HB Keller
SIAM Journal on numerical analysis 30 (4), 1099-1120, 1993
3321993
Multi-sensor prognostics using an unsupervised health index based on LSTM encoder-decoder
P Malhotra, V Tv, A Ramakrishnan, G Anand, L Vig, P Agarwal, G Shroff
arXiv preprint arXiv:1608.06154, 2016
2612016
TimeNet: Pre-trained deep recurrent neural network for time series classification
P Malhotra, V TV, L Vig, P Agarwal, G Shroff
arXiv preprint arXiv:1706.08838, 2017
2172017
Predicting remaining useful life using time series embeddings based on recurrent neural networks
N Gugulothu, V Tv, P Malhotra, L Vig, P Agarwal, G Shroff
arXiv preprint arXiv:1709.01073, 2017
1882017
Enterprise cloud computing: technology, architecture, applications
G Shroff
Cambridge university press, 2010
1542010
On updating signal subspaces
CH Bischof, GM Shroff
IEEE Transactions on Signal Processing 40 (1), 96-105, 1992
1541992
Sequence and time aware neighborhood for session-based recommendations: Stan
D Garg, P Gupta, P Malhotra, L Vig, G Shroff
Proceedings of the 42nd international ACM SIGIR conference on research and …, 2019
1292019
Acquiring competitive intelligence from social media
L Dey, SM Haque, A Khurdiya, G Shroff
Proceedings of the 2011 joint workshop on multilingual OCR and analytics for …, 2011
1192011
Online anomaly detection with concept drift adaptation using recurrent neural networks
S Saurav, P Malhotra, V TV, N Gugulothu, L Vig, P Agarwal, G Shroff
Proceedings of the acm india joint international conference on data science …, 2018
1012018
Convtimenet: A pre-trained deep convolutional neural network for time series classification
K Kashiparekh, J Narwariya, P Malhotra, L Vig, G Shroff
2019 international joint conference on neural networks (IJCNN), 1-8, 2019
992019
LSTM-based encoder-decoder for multi-sensor anomaly detection. arXiv 2016
P Malhotra, A Ramakrishnan, G Anand, L Vig, P Agarwal, G Shroff
arXiv preprint arXiv:1607.00148, 2016
892016
Catching the long-tail: Extracting local news events from twitter
P Agarwal, R Vaithiyanathan, S Sharma, G Shroff
Proceedings of The International AAAI Conference on Web and Social Media 6 …, 2012
802012
Anomaly detection system and method
P Malhotra, G Shroff, P Agarwal, L Vig
US Patent 10,223,403, 2019
792019
The Intelligent Web: Search, smart algorithms, and big data
G Shroff
OUP Oxford, 2013
732013
On the convergence of the cyclic Jacobi method for parallel block orderings
G Shroff, R Schreiber
SIAM journal on matrix analysis and applications 10 (3), 326-346, 1989
721989
Dynamics of software maintenance
P Bhatt, G Shroff, AK Misra
ACM SIGSOFT Software Engineering Notes 29 (5), 1-5, 2004
712004
Transfer learning for clinical time series analysis using deep neural networks
P Gupta, P Malhotra, J Narwariya, L Vig, G Shroff
Journal of Healthcare Informatics Research 4 (2), 112-137, 2020
682020
NISER: normalized item and session representations with graph neural networks
P Gupta, D Garg, P Malhotra, L Vig, GM Shroff
arXiv preprint arXiv:1909.04276 43, 128-134, 2019
542019
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