| Challenges and opportunities in deep reinforcement learning with graph neural networks: A comprehensive review of algorithms and applications S Munikoti, D Agarwal, L Das, M Halappanavar, B Natarajan IEEE transactions on neural networks and learning systems, 2023 | 88 | 2023 |
| A general framework for quantifying aleatoric and epistemic uncertainty in graph neural networks S Munikoti, D Agarwal, L Das, B Natarajan Neurocomputing 521, 1-10, 2023 | 17 | 2023 |
| Early detection of pancreatic cancers using liquid biopsies and hierarchical decision structure D Agarwal, O Covarrubias-Zambrano, SH Bossmann, B Natarajan IEEE Journal of Translational Engineering in Health and Medicine 10, 1-8, 2022 | 16 | 2022 |
| Addressing practical challenges in active learning via a hybrid query strategy D Agarwal, P Srivastava, S Martin-del-Campo, B Natarajan, B Srinivasan arXiv preprint arXiv:2110.03785, 2021 | 11 | 2021 |
| Addressing uncertainties within active learning for industrial IoT D Agarwal, P Srivastava, S Martin-del-Campo, B Natarajan, B Srinivasan 2021 IEEE 7th World Forum on Internet of Things (WF-IoT), 557-562, 2021 | 10 | 2021 |
| Fault diagnosis and degradation analysis of pmdc motors using fea based models D Agarwal, M Kumari, B Srinivasan, P Rajappan, J Chinnachamy 2020 IEEE International Conference on Power Electronics, Smart Grid and …, 2020 | 9 | 2020 |
| Serum amyloid A and mitochondrial DNA in extracellular vesicles are novel markers for detecting traumatic brain injury in a mouse model TZ Tang, Y Zhao, D Agarwal, A Tharzeen, I Patrikeev, Y Zhang, J DeJesus, ... Iscience 27 (2), 2024 | 7 | 2024 |
| Tracking and handling behavioral biases in active learning frameworks D Agarwal, B Natarajan Information Sciences 641, 119117, 2023 | 6 | 2023 |
| Foundational models for fault diagnosis of electrical motors S Anbalagan, D Agarwal, B Natarajan, B Srinivasan 2023 IEEE International Conference on Power Electronics, Smart Grid, and …, 2023 | 4 | 2023 |
| IPMS for load sharing, monitoring and diagnosis of electrical loads in AFVs D Agarwal, S Ramu, M Nagarajan, P Rajappan, J Chinnachamy, ... 2020 7th International Conference on Signal Processing and Integrated …, 2020 | 3 | 2020 |
| A Non-Invasive Hydration Monitoring Technique Using Microwave Transmission and Data-Driven Approaches D Agarwal, P Randall, Z White, B Bisnette, J Dickson, C Allen, F Chamani, ... Sensors 22 (7), 2536, 2022 | 2 | 2022 |
| Impacts of behavioral biases on active learning strategies D Agarwal, O Covarrubias-Zambrano, S Bossmann, B Natarajan 2022 International Conference on Artificial Intelligence in Information and …, 2022 | 2 | 2022 |
| Early detection of pancreatic cancers by novel nanobiosensor-based protease biomarkers using hierarchical decision structure. A Kasi, W Sun, S Ehsan, J Covarrubias, K Eschliman, R Neri, D Agarwal, ... Journal of Clinical Oncology 39 (15_suppl), e16273-e16273, 2021 | 1 | 2021 |
| Inductive graph neural network framework for imputation of single-cell RNA sequencing data D Agarwal, B Natarajan, B Srinivasan Computers & Chemical Engineering, 109031, 2025 | | 2025 |
| Protease activity-based nanobiosensors for early detection of pancreatic cancer O Covarrubias-Zambrano, D Agarwal, M Kalubowilage, S Ehsan, ... Medical Research Archives 12 (7), 2024 | | 2024 |
| Uncertainty-guided Active Learning for Measurement Prediction in Sparsely Observed Agricultural Fields D Agarwal, A Tharzeen, B Natarajan 16th International Conference on Precision Agriculture, 2024 | | 2024 |
| Learning and inferencing challenges in human-in-the-loop decision systems D Agarwal Kansas State University, 2024 | | 2024 |
| Active Foundational Models for Fault Diagnosis of Electrical Motors S Anbalagan, SS GP, D Agarwal, B Natarajan, B Srinivasan arXiv preprint arXiv:2311.15516, 2023 | | 2023 |
| A New Hope for Liquid Biopsies: Early Detection of Pancreatic Cancer By Means of Protease Activity Detection in Serum Applying a Hierarchical Decision Structure O Covarrubias-Zambrano, D Agarwal, M Kalubowilage, S Ehsan, ... medRxiv, 2022.10. 18.22281240, 2022 | | 2022 |
| Active Learning for Node Classification using a Convex Optimization approach D Agarwal, B Natarajan 2022 IEEE Eighth International Conference on Big Data Computing Service and …, 2022 | | 2022 |
Balasubramaniam NatarajanClair N Palmer Sara M Palmer Professorכתובת אימייל מאומתת בדומיין ksu.edu
