| Long short term memory networks for anomaly detection in time series P Malhotra, L Vig, G Shroff, P Agarwal Proceedings 89, 89-94, 2015 | 804 | 2015 |
| 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 | 382 | 2016 |
| Stabilization of unstable procedures: the recursive projection method GM Shroff, HB Keller SIAM Journal on numerical analysis 30 (4), 1099-1120, 1993 | 306 | 1993 |
| On updating signal subspaces CH Bischof, GM Shroff IEEE Transactions on Signal Processing 40 (1), 96-105, 1992 | 141 | 1992 |
| Enterprise cloud computing: technology, architecture, applications G Shroff Cambridge university press, 2010 | 135 | 2010 |
| 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 | 123 | 2016 |
| 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 | 90 | 2011 |
| 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 | 81 | 2017 |
| 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 (1), 2012 | 76 | 2012 |
| 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 | 71 | 2017 |
| 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 | 71 | 1989 |
| The Intelligent Web: Search, smart algorithms, and big data G Shroff OUP Oxford, 2013 | 65 | 2013 |
| Dynamics of software maintenance P Bhatt, G Shroff, AK Misra ACM SIGSOFT Software Engineering Notes 29 (5), 1-5, 2004 | 60 | 2004 |
| Anomaly detection system and method P Malhotra, G Shroff, P Agarwal, L Vig US Patent 10,223,403, 2019 | 51* | 2019 |
| Approximate incremental big-data harmonization P Agarwal, G Shroff, P Malhotra 2013 IEEE International Congress on Big Data, 118-125, 2013 | 38 | 2013 |
| 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 | 37 | 2006 |
| 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 | 35 | 2009 |
| 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, 2019 | 34 | 2019 |
| Influencing factors in outsourced software maintenance P Bhatt, G Shroff, AK Misra ACM SIGSOFT Software Engineering Notes 31 (3), 1-6, 2006 | 31 | 2006 |
| 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 | 30 | 2020 |
Lovekesh VigTCS ResearchVerified email at tcs.com
