Biblio

Filters: Author is Sarkar, Soumik  [Clear All Filters]
2018-05-15
Jiang, Zhanhong, Balu, Aditya, Hegde, Chinmay, Sarkar, Soumik.  2017.  Collaborative Deep Learning in Fixed Topology Networks. Proceedings of Advances in Neural Information Processing Systems (NIPS).
Jiang, Zhanhong, Liu, Chao, Akintayo, Adedotun, Henze, Gregor, Sarkar, Soumik.  2017.  Energy Prediction using Spatiotemporal Pattern Networks. arXiv preprint arXiv:1702.01125, Accepted for Applied Energy.
Liu, Chao, Gong, Yongqiang, Laflamme, Simon, Phares, Brent, Sarkar, Soumik.  2016.  Bridge damage detection using spatiotemporal patterns extracted from dense sensor network. Measurement Science and Technology. 28:014011.
Liu, Chao, Ghosal, Sambuddha, Jiang, Zhanhong, Sarkar, Soumik.  2016.  An unsupervised spatiotemporal graphical modeling approach to anomaly detection in distributed CPS. Cyber-Physical Systems (ICCPS), 2016 ACM/IEEE 7th International Conference on. :1–10.
Liu, Chao, Gong, Yongqiang, Laflamme, Simon, Phares, Brent, Sarkar, Soumik.  2016.  Damage Detection of Bridge Network With Spatiotemporal Pattern Network. ASME 2016 Dynamic Systems and Control Conference. :V001T12A003–V001T12A003.
Liu, Chao, Huang, Bowen, Zhao, Mo, Sarkar, Soumik, Vaidya, Umesh, Sharma, Anuj.  2016.  Data driven exploration of traffic network system dynamics using high resolution probe data. Decision and Control (CDC), 2016 IEEE 55th Conference on. :7629–7634.
Ghosal, Sambuddha, Liu, Chao, Passe, Ulrike, He, Shan, Sarkar, Soumik.  2016.  Data-driven persistent monitoring of Indoor Air Systems. Proceedings of the ASHRAE IAQ 2016 Defining Indoor Air Quality: Policy, Standards and Best Practices.
Lore, Kin Gwn, Sweet, Nicholas, Kumar, Kundan, Ahmed, Nisar, Sarkar, Soumik.  2016.  Deep value of information estimators for collaborative human-machine information gathering. Cyber-Physical Systems (ICCPS), 2016 ACM/IEEE 7th International Conference on. :1–10.
2018-05-17
Jubery, Talukder Z, Shook, Johnathon, Parmley, Kyle, Zhang, Jiaoping, Naik, Hsiang S, Higgins, Race, Sarkar, Soumik, Singh, Arti, Singh, Asheesh K, Ganapathysubramanian, Baskar.  2016.  Deploying Fourier coefficients to unravel soybean canopy diversity. Frontiers in plant science. 7