Joscha Cüppers

According to our database, Joscha Cüppers authored at least 9 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Seqret: Mining Rule Sets from Event Sequences.

Aleena Siji, Joscha Cüppers, Osman Ali Mian, Jilles Vreeken

CoRR, May, 2025

Succinct Interaction-Aware Explanations.

Sascha Xu, Joscha Cüppers, Jilles Vreeken

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

2024

FlowChronicle: Synthetic Network Flow Generation through Pattern Set Mining.

Joscha Cüppers, Adrien Schoen, Gregory Blanc, Pierre-François Gimenez

PACMNET, 2024

Succint Interaction-Aware Explanations.

Sascha Xu, Joscha Cüppers, Jilles Vreeken

CoRR, 2024

Causal Discovery from Event Sequences by Local Cause-Effect Attribution.

Joscha Cüppers, Sascha Xu, Ahmed Musa, Jilles Vreeken

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Discovering Sequential Patterns with Predictable Inter-event Delays.

Joscha Cüppers, Paul Krieger, Jilles Vreeken

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Below the Surface: Summarizing Event Sequences with Generalized Sequential Patterns.

Joscha Cüppers, Jilles Vreeken

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Omen: discovering sequential patterns with reliable prediction delays.

Joscha Cüppers, Janis Kalofolias, Jilles Vreeken

Knowl. Inf. Syst., 2022

2020

Just Wait For It... Mining Sequential Patterns with Reliable Prediction Delays.

Joscha Cüppers, Jilles Vreeken

Proceedings of the 20th IEEE International Conference on Data Mining, 2020