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
8912015
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
4442016
Stabilization of unstable procedures: the recursive projection method
GM Shroff, HB Keller
SIAM Journal on numerical analysis 30 (4), 1099-1120, 1993
3091993
On updating signal subspaces
CH Bischof, GM Shroff
IEEE Transactions on Signal Processing 40 (1), 96-105, 1992
1431992
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
1332016
Enterprise cloud computing: technology, architecture, applications
G Shroff
Cambridge university press, 2010
1332010
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
952011
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
892017
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
802017
Catching the long-tail: Extracting local news events from twitter
P Agarwal, R Vaithiyanathan, S Sharma, G Shroff
Sixth international AAAI conference on weblogs and social media, 2012
762012
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
731989
The Intelligent Web: Search, smart algorithms, and big data
G Shroff
OUP Oxford, 2013
682013
Dynamics of software maintenance
P Bhatt, G Shroff, AK Misra
ACM SIGSOFT Software Engineering Notes 29 (5), 1-5, 2004
652004
Anomaly detection system and method
P Malhotra, G Shroff, P Agarwal, L Vig
US Patent 10,223,403, 2019
55*2019
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
402020
Approximate incremental big-data harmonization
P Agarwal, G Shroff, P Malhotra
2013 IEEE International Congress on Big Data, 118-125, 2013
382013
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
372006
Distributed side-by-side programming
P Dewan, P Agarwal, G Shroff, R Hegde
2009 ICSE Workshop on Cooperative and Human Aspects on Software Engineering …, 2009
352009
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
322018
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
292019
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