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Gautam Shroff
Gautam Shroff
Sr. Vice President and Head - TCS Research
Verified email at tcs.com
Title
Cited by
Cited by
Year
Long short term memory networks for anomaly detection in time series
P Malhotra, L Vig, G Shroff, P Agarwal
Proceedings 89, 89-94, 2015
12192015
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
7542016
Stabilization of unstable procedures: the recursive projection method
GM Shroff, HB Keller
SIAM Journal on numerical analysis 30 (4), 1099-1120, 1993
3191993
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
2032016
On updating signal subspaces
CH Bischof, GM Shroff
IEEE Transactions on Signal Processing 40 (1), 96-105, 1992
1471992
Enterprise cloud computing: technology, architecture, applications
G Shroff
Cambridge university press, 2010
1442010
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
1422017
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
1402017
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
1072011
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
782012
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
771989
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
712019
The Intelligent Web: Search, smart algorithms, and big data
G Shroff
OUP Oxford, 2013
702013
Dynamics of software maintenance
P Bhatt, G Shroff, AK Misra
ACM SIGSOFT Software Engineering Notes 29 (5), 1-5, 2004
662004
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
582019
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
562018
Anomaly detection system and method
P Malhotra, G Shroff, P Agarwal, L Vig
US Patent 10,223,403, 2019
522019
Approximate incremental big-data harmonization
P Agarwal, G Shroff, P Malhotra
2013 IEEE International Congress on Big Data, 118-125, 2013
422013
Transfer learning for clinical time series analysis using recurrent neural networks
P Gupta, P Malhotra, L Vig, G Shroff
arXiv preprint arXiv:1807.01705, 2018
392018
An influence model for factors in outsourced software maintenance
P Bhatt, G Shroff, C Anantaram, AK Misra
Journal of Software Maintenance and Evolution: Research and Practice 18 (6 …, 2006
382006
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