Just Wait For It... Mining Sequential Patterns with Reliable Prediction Delays. - Joscha Cüppers; Jilles Vreeken (ICDM, 2020)

Omen: discovering sequential patterns with reliable prediction delays. - Joscha Cüppers; Janis Kalofolias; Jilles Vreeken (Knowl. Inf. Syst., 2022)

Below the Surface: Summarizing Event Sequences with Generalized Sequential Patterns. - Joscha Cüppers; Jilles Vreeken (KDD, 2023)

Discovering Sequential Patterns with Predictable Inter-event Delays. - Joscha Cüppers; Paul Krieger; Jilles Vreeken (AAAI, 2024)

Causal Discovery from Event Sequences by Local Cause-Effect Attribution. - Joscha Cüppers; Sascha Xu; Ahmed Musa; Jilles Vreeken (NeurIPS, 2024)

Succint Interaction-Aware Explanations. - Sascha Xu; Joscha Cüppers; Jilles Vreeken (CoRR, 2024)

FlowChronicle: Synthetic Network Flow Generation through Pattern Set Mining. - Joscha Cüppers; Adrien Schoen; Gregory Blanc; Pierre-François Gimenez (PACMNET, 2024)

Succinct Interaction-Aware Explanations. - Sascha Xu; Joscha Cüppers; Jilles Vreeken (KDD (1), 2025)

Seqret: Mining Rule Sets from Event Sequences. - Aleena Siji; Joscha Cüppers; Osman Ali Mian; Jilles Vreeken (CoRR, 2025)