On the identification of noise covariances and adaptive Kalman filtering: A new look at a 50 year-old problem L Zhang, D Sidoti, A Bienkowski, KR Pattipati, Y Bar-Shalom, ... IEEE Access 8, 59362-59388, 2020 | 73 | 2020 |
Path planning in an uncertain environment using approximate dynamic programming methods A Bienkowski, D Sidoti, L Zhang, KR Pattipati, CR Sampson, J Hansen 2018 21st International Conference on Information Fusion (FUSION), 2542-2547, 2018 | 7 | 2018 |
Context-driven proactive decision support for hybrid teams M Mishra, P Mannaru, D Sidoti, A Bienkowski, L Zhang, K Pattipati AI Magazine 40 (3), 41-57, 2019 | 5 | 2019 |
Cooperative Route Planning Framework for Multiple Distributed Assets in Maritime Applications S Nikookar, P Sakharkar, S Somasunder, S Basu Roy, A Bienkowski, ... Proceedings of the 2022 International Conference on Management of Data, 1518 …, 2022 | 4 | 2022 |
A single-pass noise covariance estimation algorithm in adaptive Kalman filtering for non-stationary systems HS Kim, L Zhang, A Bienkowski, KR Pattipati 2021 IEEE 24th International Conference on Information Fusion (FUSION), 1-8, 2021 | 4 | 2021 |
Multi-pass sequential mini-batch stochastic gradient descent algorithms for noise covariance estimation in adaptive Kalman filtering HS Kim, L Zhang, A Bienkowski, KR Pattipati IEEE Access 9, 99220-99234, 2021 | 4 | 2021 |
Many-Objective Maritime Path Planning for Dynamic and Uncertain Environments L Zhang, A Bienkowski, M Macesker, KR Pattipati, D Sidoti, JA Hansen 2021 IEEE Aerospace Conference (50100), 1-10, 2021 | 3 | 2021 |
Classification and Evaluation of Stable and Unstable Cloud Forecasts JE Nachamkin, A Bienkowski, R Bankert, K Pattipati, D Sidoti, M Surratt, ... Monthly Weather Review 150 (1), 81-98, 2021 | 3 | 2021 |
A decision support system for managing the water space D Mcmenemy, GV Avvari, D Sidoti, A Bienkowski, KR Pattipati IEEE Access 7, 2856-2869, 2018 | 3 | 2018 |
A single-pass noise covariance estimation algorithm in multiple-model adaptive kalman filtering for non-stationary systems HS Kim, L Zhang, A Bienkowski, K Pattipati Authorea Preprints, 2023 | 2 | 2023 |
Noise covariance estimation in adaptive kalman filtering via sequential mini-batch stochastic gradient descent algorithms HS Kim, L Zhang, A Bienkowski, K Pattipati Authorea Preprints, 2023 | 2 | 2023 |
Machine Learning–Based Cloud Forecast Corrections for Fusions of Numerical Weather Prediction Model and Satellite Data C Nguyen, JE Nachamkin, D Sidoti, J Gull, A Bienkowski, R Bankert, ... Artificial Intelligence for the Earth Systems 2 (3), e220072, 2023 | 2 | 2023 |
Interference Identification for Time-Varying Polyhedra A Bienkowski, D Sidoti, KR Pattipati IEEE Access 9, 138647-138657, 2021 | 1 | 2021 |
Machine Learning for Missile Streak Detection and Localization J Krucinski, A Bienkowski, KR Pattipati 2021 IEEE Aerospace Conference (50100), 1-10, 2021 | 1 | 2021 |
Maritime Path Planning Using Heuristic Evaluation Functions for Weather Parameters A Bienkowski, KR Pattipati, D Sidoti 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2023 | | 2023 |
Experimental Validation of a Multi-objective Planning Decision Support System for Ship Routing Under Time Stress M Macesker, KR Pattipati, D Sidoti, A Bienkowski, L Zhang, DL Kleinman, ... International Conference on Human-Computer Interaction, 346-365, 2023 | | 2023 |
A Single-pass Noise Covariance Estimation Algorithm in Multiple-model Adaptive Kalman Filtering HS Kim, A Bienkowski, KR Pattipati 2023 IEEE Aerospace Conference, 1-9, 2023 | | 2023 |
Machine learning based cloud forecast models and GPU architectures in DoD HPC system CT Nguyen, J Nachamkin, J Gull, D Sidoti, A Bienkowski, M Surratt 103rd AMS Annual Meeting, 2023 | | 2023 |
Sequential Mini-Batch Noise Covariance Estimator HS Kim, L Zhang, A Bienkowski, KR Pattipati, D Sidoti, Y Bar-Shalom, ... Kalman Filter-Engineering Applications, 2022 | | 2022 |
Comparative Assessment of Machine Learning Based Forecast Correction Models for Different Tropospheric Cloud Regimes CT Nguyen, J Nachamkin, D Sidoti, M Surratt, JO Gull, A Bienkowski Collective Madison Meeting, 2022 | | 2022 |