Layered Integration Approach for Multi-view Analysis of Temporal Data. - Michiel Dhont; Elena Tsiporkova; Veselka Boeva (AALTD@PKDD/ECML, 2020)

Visual Analytics for Extracting Trends from Spatio-temporal Data. - Michiel Dhont; Elena Tsiporkova; Tom Tourwé; Nicolás González-Deleito (AALTD@PKDD/ECML, 2020)

Deriving Spatio-temporal Trajectory Fingerprints from Mobility Data using Non-Negative Matrix Factorisation. - Michiel Dhont; Elena Tsiporkova; Nicolás González-Deleito (ICDM (Workshops), 2021)

Mining of Spatiotemporal Trajectory Profiles Derived from Mobility Data. - Michiel Dhont; Elena Tsiporkova; Nicolás González-Deleito (ICDM (Workshops), 2022)

Making Sense of ANPR Data via Intelligent Spatio-temporal Disaggregation of Traffic Flows. - Michiel Dhont; Elena Tsiporkova; Nicolás González-Deleito; Bruno Cornelis (ITSC, 2022)

Elucidating Transition State Behaviour from Mobility Data by Cascades of Markov Chains. - Michiel Dhont; Elena Tsiporkova (Canadian AI, 2023)

Forecasting Traffic Progression in Terms of Semantically Interpretable States by Exploring Multiple Data Representations. - Michiel Dhont; Adrian Munteanu 001; Elena Tsiporkova (IEEE Trans. Intell. Transp. Syst., 2025)