| RxInfer: A Julia package for reactive real-time Bayesian inference D Bagaev, A Podusenko, B De Vries Journal of Open Source Software 8 (84), 5161, 2023 | 15 | 2023 |
| Message passing-based inference for time-varying autoregressive models A Podusenko, WM Kouw, B de Vries Entropy 23 (6), 683, 2021 | 7 | 2021 |
| Online variational message passing in hierarchical autoregressive models A Podusenko, WM Kouw, B de Vries 2020 IEEE International Symposium on Information Theory (ISIT), 1337-1342, 2020 | 7 | 2020 |
| Regression-based supervised learning of autosteering of a road car featuring a delayed steering response V Nikulin, A Podusenko, I Tanev, K Shimohara International Journal of Data Science and Analytics 7, 149-163, 2019 | 7 | 2019 |
| Message passing-based inference in the Gamma mixture model A Podusenko, B van Erp, D Bagaev, İ Şenöz, B de Vries 2021 IEEE 31st International Workshop on Machine Learning for Signal …, 2021 | 6 | 2021 |
| Comparative analysis of classifiers for classification of emergency braking of road motor vehicles A Podusenko, V Nikulin, I Tanev, K Shimohara Algorithms 10 (4), 129, 2017 | 6 | 2017 |
| Variational message passing for online polynomial NARMAX identification WM Kouw, A Podusenko, MT Koudahl, M Schoukens 2022 American Control Conference (ACC), 2755-2760, 2022 | 5 | 2022 |
| ReactiveMP. jl: A Julia package for reactive variational Bayesian inference D Bagaev, B van Erp, A Podusenko, B de Vries Software Impacts 12, 100299, 2022 | 5 | 2022 |
| AIDA: an active inference-based design agent for audio processing algorithms A Podusenko, B van Erp, M Koudahl, B de Vries Frontiers in Signal Processing 2, 842477, 2022 | 5 | 2022 |
| A Bayesian modeling approach to situated design of personalized soundscaping algorithms B van Erp, A Podusenko, T Ignatenko, B de Vries Applied Sciences 11 (20), 9535, 2021 | 5 | 2021 |
| The Switching Hierarchical Gaussian Filter İ Şenöz, A Podusenko, S Akbayrak, C Mathys, B de Vries 2021 IEEE International Symposium on Information Theory (ISIT), 1373-1378, 2021 | 4 | 2021 |
| Bayesian joint state and parameter tracking in autoregressive models I Senoz, A Podusenko, WM Kouw, B Vries Learning for Dynamics and Control, 95-104, 2020 | 4 | 2020 |
| Cause and Effect Relationship between the Dynamics of Accelerator and Brake Pedals during Emergency Braking A Podusenko, V Nikulin, I Tanev, K Shimohara International Journal of Automotive Engineering 9 (4), 332-337, 2018 | 4 | 2018 |
| Prediction of emergency braking based on the pattern of lifting motion of accelerator pedal A Podusenko, V Nikulin, I Tanev, K Shimohara 2017 56th Annual Conference of the Society of Instrument and Control …, 2017 | 4 | 2017 |
| Message passing-based system identification for narmax models A Podusenko, S Akbayrak, İ Şenöz, M Schoukens, WM Kouw 2022 IEEE 61st Conference on Decision and Control (CDC), 7309-7314, 2022 | 3 | 2022 |
| Evolving the autosteering of a car with realistically simulated steering response V Nikulin, A Podusenko, I Tanev, K Shimohara 2017 56th Annual Conference of the Society of Instrument and Control …, 2017 | 3 | 2017 |
| Recognition of mistaken pedal pressing based on pedal pressing behavior by using genetic programming R Yusuf, A Podusenko, I Tanev, K Shimohara 2018 IEEE International Conference on Internet of Things and Intelligence …, 2018 | 2 | 2018 |
| Evolving the autosteering of a car featuring a realistically simulated steering response V Nikulin, A Podusenko, I Tanev, K Shimohara Proceedings of the Genetic and Evolutionary Computation Conference, 1326-1332, 2018 | 2 | 2018 |
| Regression Based Model for Autosteering of a Car with Delayed Steering Response V Nikulin, A Podusenko, I Tanev, K Shimohara 2017 IEEE International Conference on Data Science and Advanced Analytics …, 2017 | 2 | 2017 |
| Message passing-based inference in switching autoregressive models A Podusenko, B van Erp, D Bagaev, B de Vries 2022 30th European Signal Processing Conference (EUSIPCO), 1497-1501, 2022 | 1 | 2022 |
