Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model ↗ ↖ 1 January 2022 Zied Bouyahia Hedi Haddad Stéphane Derrode Wojciech Pieczynski
Toward a cost-effective motorway traffic state estimation from sparse speed and GPS data ↗ ↖ 1 January 2021 Zied Bouyahia Hedi Haddad Stéphane Derrode Wojciech Pieczynski
Filtering in Gaussian linear systems with fuzzy switches ↗ ↖ 1 January 2020 Zied Bouyahia Stéphane Derrode Wojciech Pieczynski
Semi-supervised optimal recursive filtering and smoothing in non-Gaussian Markov switching models ↗ ↖ 1 January 2020 Fei Zheng Stéphane Derrode Wojciech Pieczynski
An adaptive and on-line IMU-based locomotion activity classification method using a triplet Markov model ↗ ↖ 1 January 2019 Haoyu Li Stéphane Derrode Wojciech Pieczynski
Lower limb locomotion activity recognition of healthy individuals using semi-Markov model and single wearable inertial sensor ↗ ↖ 1 January 2019 Haoyu Li Stéphane Derrode Wojciech Pieczynski
Parameter estimation in switching Markov systems and unsupervised smoothing ↗ ↖ 1 January 2019 Fei Zheng Stéphane Derrode Wojciech Pieczynski
Fast exact filtering in generalized conditionally observed Markov switching models with copulas ↗ ↖ 1 January 2018 Fei Zheng Stéphane Derrode Wojciech Pieczynski
Free-walking 3D pedestrian large trajectory reconstruction from IMU sensors ↗ ↖ 1 January 2018 Haoyu Li Stéphane Derrode Lamia Benyoussef Wojciech Pieczynski
Triplet Markov models and fast smoothing in switching systems ↗ ↖ 1 January 2018 Wojciech Pieczynski Stéphane Derrode Ivan Gorynin Emmanuel Monfrini
Unsupervised pedestrian trajectory reconstruction from IMU sensors ↗ ↖ 1 January 2018 Stéphane Derrode Haoyu Li Lamia Benyoussef Wojciech Pieczynski
Fast Filtering in Switching Approximations of Non-linear Markov Systems with Applications to Stochastic Volatility ↗ ↖ 1 January 2017 Ivan Gorynin Stéphane Derrode Emmanuel Monfrini Wojciech Pieczynski
Fast smoothing in switching approximations of non-linear and non-Gaussian models ↗ ↖ 1 January 2017 Ivan Gorynin Stéphane Derrode Emmanuel Monfrini Wojciech Pieczynski
An exact smoother in a fuzzy jump Markov switching model ↗ ↖ 1 January 2016 Zied Bouyahia Stéphane Derrode Wojciech Pieczynski
Parameter estimation in conditionally Gaussian pairwise Markov switching models and unsupervised smoothing ↗ ↖ 1 January 2016 Fei Zheng Stéphane Derrode Wojciech Pieczynski