Soumalya Sarkar
Soumalya Sarkar
Senior Research Scientist, UTRC
Verified email at utrc.utc.com
Title
Cited by
Cited by
Year
Target detection and classification using seismic and PIR sensors
X Jin, S Sarkar, A Ray, S Gupta, T Damarla
IEEE sensors journal 12 (6), 1709-1718, 2011
1192011
Performance comparison of feature extraction algorithms for target detection and classification
S Bahrampour, A Ray, S Sarkar, T Damarla, NM Nasrabadi
Pattern Recognition Letters 34 (16), 2126-2134, 2013
632013
Sensor Fusion for Fault Detection and Classification in Distributed Physical Processes
S Sarkar, S Sarkar, N Virani, A Ray, M Yasar
Frontiers in Robotics and AI 1, 16, 2014
392014
Dynamic data-driven prediction of instability in a swirl-stabilized combustor
S Sarkar, SR Chakravarthy, V Ramanan, A Ray
International Journal of Spray and Combustion Dynamics 8 (4), 235-253, 2016
382016
Multi-sensor information fusion for fault detection in aircraft gas turbine engines
S Sarkar, S Sarkar, K Mukherjee, A Ray, A Srivastav
Proceedings of the Institution of Mechanical Engineers, Part G: Journal of …, 2013
352013
Early detection of combustion instability from hi-speed flame images via deep learning and symbolic time series analysis
S Sarkar, KG Lore, S Sarkar, V Ramanan, SR Chakravarthy, S Phoha, ...
Annual Conf. of the Prognostics and Health Management, 2015
322015
Symbolic dynamic analysis of transient time series for fault detection in gas turbine engines
S Sarkar, K Mukherjee, S Sarkar, A Ray
Journal of Dynamic Systems, Measurement, and Control 135 (1), 2013
292013
Anomaly detection in flight recorder data: A dynamic data-driven approach
S Das, S Sarkar, A Ray, A Srivastava, DL Simon
2013 American Control Conference, 2668-2673, 2013
262013
Prognostics of combustion instabilities from hi-speed flame video using a deep convolutional selective autoencoder
A Akintayo, KG Lore, S Sarkar, S Sarkar
International Journal of Prognostics and Health Management 7 (023), 1-14, 2016
252016
Early Detection of Combustion Instability by Neural-Symbolic Analysis on Hi-Speed Video.
S Sarkar, KG Lore, S Sarkar
CoCo@ NIPS, 2015
242015
Deep Learning for Structural Health Monitoring: A Damage Characterization Application
S Sarkar, KK Reddy, M Giering, M Gurvich
Annual Conference of the Prognostics and Health Management Management Society, 2016
232016
Anomaly Detection and Fault Disambiguation in Large Flight Data: A Multi-modal Deep Auto-encoder Approach
KK Reddy, S Sarkar, V Venugopalan, M Giering
Annual Conference of the Prognostics and Health Management Management Society, 2016
232016
Dynamic data-driven prediction of lean blowout in a swirl-stabilized combustor
S Sarkar, A Ray, A Mukhopadhyay, S Sen
International Journal of Spray and Combustion Dynamics 7 (3), 209-241, 2015
222015
Dynamic Data Driven Sensor Array Fusion for Target Detection and Classification
N Virani, S Marcks, S Sarkar, K Mukherjee, A Ray, S Phoha
Procedia Computer Science 18, 2046-2055, 2013
202013
Context-aware dynamic data-driven pattern classification
S Phoha, N Virani, P Chattopadhyay, S Sarkar, B Smith, A Ray
Procedia Computer Science 29, 1324-1333, 2014
142014
Early Detection of Combustion Instabilities using Deep Convolutional Selective Autoencoders on Hi-speed Flame Video
A Akintayo, KG Lore, S Sarkar, S Sarkar
arXiv preprint arXiv:1603.07839, 2016
122016
Symbolic transient time-series analysis for fault detection in aircraft gas turbine engines
S Sarkar, K Mukherjee, S Sarkar, A Ray
2012 American Control Conference (ACC), 5132-5137, 2012
122012
Detection and analysis of combustion instability from hi-speed flame images using dynamic mode decomposition
S Ghosal, V Ramanan, S Sarkar, SR Chakravarthy, S Sarkar
Dynamic Systems and Control Conference 50695, V001T12A005, 2016
112016
Dynamic data-driven symbolic causal modeling for battery performance & health monitoring
S Sarkar, DK Jha, A Ray, Y Li
2015 18th International Conference on Information Fusion (Fusion), 1395-1402, 2015
112015
Real-time activity recognition from seismic signature via multi-scale symbolic time series analysis (MSTSA)
S Sarkar, T Damarla, A Ray
2015 American Control Conference (ACC), 5818-5823, 2015
112015
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Articles 1–20