Soumalya Sarkar

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 8

Top Topics

Early Detection

Dynamically Select

Diabetic Retinopathy

Top Venues

Publications

Saptarshi Sengupta, Connor T. Heaton, Prasenjit Mitra, Soumalya Sarkar
Leveraging External Knowledge Resources to Enable Domain-Specific Comprehension. CoRR (2024)
Shrenik Zinage, Sudeepta Mondal, Soumalya Sarkar
DKL-KAN: Scalable Deep Kernel Learning using Kolmogorov-Arnold Networks. CoRR (2024)
Mohamed Aziz Bhouri, Michael Joly, Robert Yu, Soumalya Sarkar, Paris Perdikaris
Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks. CoRR (2023)
Brett Israelsen, Soumalya Sarkar
LLMs for Multi-Modal Knowledge Extraction and Analysis in Intelligence/Safety-Critical Applications. CoRR (2023)
Tryambak Gangopadhyay, Vikram Ramanan, Adedotun Akintayo, Paige K. Boor, Soumalya Sarkar, Satyanarayanan R. Chakravarthy, Soumik Sarkar
3D Convolutional Selective Autoencoder For Instability Detection in Combustion Systems. CoRR (2021)
Soumalya Sarkar, Devesh K. Jha, Kin Gwn Lore, Soumik Sarkar, Asok Ray
Multimodal spatiotemporal information fusion using neural-symbolic modeling for early detection of combustion instabilities. ACC (2016)
Adedotun Akintayo, Kin Gwn Lore, Soumalya Sarkar, Soumik Sarkar
Early Detection of Combustion Instabilities using Deep Convolutional Selective Autoencoders on Hi-speed Flame Video. CoRR (2016)
Soumalya Sarkar, Pritthi Chattopadhyay, Asok Ray
Symbolization of dynamic data-driven systems for signal representation. Signal Image Video Process. 10 (8) (2016)
Soumalya Sarkar, Pritthi Chattopadhyay, Asok Ray, Shashi Phoha, Mark Levi
Alphabet size selection for symbolization of dynamic data-driven systems: An information-theoretic approach. ACC (2015)
Soumalya Sarkar, Thyagaraju Damarla, Asok Ray
Real-time activity recognition from seismic signature via multi-scale symbolic time series analysis (MSTSA). ACC (2015)
Soumalya Sarkar, Devesh K. Jha, Asok Ray, Yue Li
Dynamic data-driven symbolic causal modeling for battery performance & health monitoring. FUSION (2015)
Soumalya Sarkar, Kin Gwn Lore, Soumik Sarkar
Early Detection of Combustion Instability by Neural-Symbolic Analysis on Hi-Speed Video. CoCo@NIPS (2015)
Shashi Phoha, Nurali Virani, Pritthi Chattopadhyay, Soumalya Sarkar, Brian M. Smith, Asok Ray
Context-aware Dynamic Data-driven Pattern Classification. ICCS (2014)
Soumalya Sarkar, Asok Ray, Achintya Mukhopadhyay, Rajendra R. Chaudhari, Swarnendu Sen
Early detection of lean blow out (LBO) via generalized D-Markov machine construction. ACC (2014)
Soumalya Sarkar, Soumik Sarkar, Nurali Virani, Asok Ray, Murat Yasar
Sensor Fusion for Fault Detection and Classification in Distributed Physical Processes. Frontiers Robotics AI 1 (2014)
Soumalya Sarkar, Nurali Virani, Murat Yasar, Asok Ray, Soumik Sarkar
Spatiotemporal information fusion for fault detection in shipboard auxiliary systems. ACC (2013)
Soheil Bahrampour, Asok Ray, Soumalya Sarkar, Thyagaraju Damarla, Nasser M. Nasrabadi
Performance comparison of feature extraction algorithms for target detection and classification. Pattern Recognit. Lett. 34 (16) (2013)
Saikat Roy, Soumalya Sarkar, Avranil Tah
A Bluetooth-Based Autonomous Mining System. ICACNI (2013)
Santanu Das, Soumalya Sarkar, Asok Ray, Ashok N. Srivastava, Donald L. Simon
Anomaly detection in flight recorder data: A dynamic data-driven approach. ACC (2013)
Nurali Virani, Shane Marcks, Soumalya Sarkar, Kushal Mukherjee, Asok Ray, Shashi Phoha
Dynamic Data Driven Sensor Array Fusion for Target Detection and Classification. ICCS (2013)
Soumalya Sarkar, Kushal Mukherjee, Soumik Sarkar, Asok Ray
Symbolic transient time-series analysis for fault detection in aircraft gas turbine engines. ACC (2012)
Yicheng Wen, Soumalya Sarkar, Asok Ray, Xin Jin, Thyagaraju Damarla
A unified framework for supervised learning of semantic models. ACC (2012)