Regression Based Model for Autosteering of a Car with Delayed Steering Response. - Vsevolod Nikulin; Albert Podusenko; Ivan Tanev; Katsunori Shimohara (DSAA, 2017)

Comparative Analysis of Classifiers for Classification of Emergency Braking of Road Motor Vehicles. - Albert Podusenko; Vsevolod Nikulin; Ivan Tanev; Katsunori Shimohara (Algorithms, 2017)

Evolving the autosteering of a car featuring a realistically simulated steering response. - Vsevolod Nikulin; Albert Podusenko; Ivan Tanev; Katsunori Shimohara (GECCO, 2018)

Recognition of Mistaken Pedal Pressing based on Pedal Pressing Behavior by using Genetic Programming. - Rahadian Yusuf; Albert Podusenko; Ivan Tanev; Katsunori Shimohara (IOTAIS, 2018)

Regression-based supervised learning of autosteering of a road car featuring a delayed steering response. - Vsevolod Nikulin; Albert Podusenko; Ivan Tanev; Katsunori Shimohara (Int. J. Data Sci. Anal., 2019)

Online Variational Message Passing in Hierarchical Autoregressive Models. - Albert Podusenko; Wouter M. Kouw; Bert de Vries (ISIT, 2020)

Bayesian joint state and parameter tracking in autoregressive models. - Ismail Senöz; Albert Podusenko; Wouter M. Kouw; Bert de Vries (L4DC, 2020)

The Switching Hierarchical Gaussian Filter. - Ismail Senöz; Albert Podusenko; Semih Akbayrak; Christoph Mathys; Bert de Vries (ISIT, 2021)

Message Passing-Based Inference in the Gamma Mixture Model. - Albert Podusenko; Bart van Erp; Dmitry Bagaev; Ismail Senöz; Bert de Vries (MLSP, 2021)

AIDA: An Active Inference-based Design Agent for Audio Processing Algorithms. - Albert Podusenko; Bart van Erp; Magnus T. Koudahl; Bert de Vries (CoRR, 2021)

Message Passing-Based Inference for Time-Varying Autoregressive Models. - Albert Podusenko; Wouter M. Kouw; Bert de Vries (Entropy, 2021)

Variational message passing for online polynomial NARMAX identification. - Wouter M. Kouw; Albert Podusenko; Magnus T. Koudahl; Maarten Schoukens (ACC, 2022)

Message Passing-based System Identification for NARMAX Models. - Albert Podusenko; Semih Akbayrak; Ismail Senöz; Maarten Schoukens; Wouter M. Kouw (CDC, 2022)

Message Passing-based Inference in Switching Autoregressive Models. - Albert Podusenko; Bart van Erp; Dmitry Bagaev; Ismail Senöz; Bert de Vries (EUSIPCO, 2022)

ReactiveMP.jl: A Julia package for reactive variational Bayesian inference. - Dmitry Bagaev; Bart van Erp; Albert Podusenko; Bert de Vries (Softw. Impacts, 2022)

RxInfer: A Julia package for reactive real-time Bayesian inference. - Dmitry Bagaev; Albert Podusenko; Bert de Vries (J. Open Source Softw., 2023)

Multi-Agent Trajectory Planning with NUV Priors. - Bart van Erp; Dmitry Bagaev; Albert Podusenko; Ismail Senöz; Bert de Vries (ACC, 2024)

Expected Free Energy-based Planning as Variational Inference. - Bert de Vries; Wouter W. L. Nuijten; Thijs van de Laar; Wouter M. Kouw; Sepideh Adamiat; Tim Nisslbeck; Mykola Lukashchuk; Hoang Minh Huu Nguyen; Marco Hidalgo Araya; Raphael Tresor; Thijs Jenneskens; Ivana Nikoloska; et al. (CoRR, 2025)