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From Associational to Causality-Aware Digital Twins: An Architectural Framework2026 Lecture notes in business information processing conference-paper Engineering Digital Transformation in Industry
Thriveni B. Raju, Benjamin P. M. Laevens, Corinna Meeßen, Carolin V. Schneider, Sandra Geisler
0citations -
Optimizing Causal Interventions in Hybrid Bayesian Networks2024 Lecture notes in networks and systems conference-paper Computer Science Bayesian Modeling and Causal Inference Open access
Maarten Vonk, Diederick Vermetten, Jacob de Nobel, Sebastiaan Brand, Ninoslav Malekovic, Thomas Bäck, +2 more
1citations -
Mining for Long-Term Dependencies in Causal Graphs2023 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access
Humam Kourani, Chiara Di Francescomarino, Chiara Ghidini, Wil M. P. van der Aalst, Sebastiaan van Zelst
3citations -
Unraveling Complex Hydro-Climatic Feedbacks in Agricultural Drought via Causal Discovery2026 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS) conference-paper Environmental Science Hydrology and Drought Analysis
Hemant Sahu, Pradeep Kumar Garg, Saurabh Vijay, Antara Dasgupta
0citations -
COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering2023 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Multimodal Machine Learning Applications Open access
Mingrui Lao, Nan Pu, Yu Liu, Kai He, Erwin M. Bakker, Michael S. Lew
22citations -
Alarm Flood Clustering improves Cause and Effect Analysis of Process Alarm Data2023 European Control Conference (ECC) conference-paper Engineering Fault Detection and Control Systems cited by 1 patent
Adrian Caspari, Maximilian F. Thiedemann, Paul L. Bussmann, Thomas Leifeld, Li Wan, Daniel A. Vey, +2 more
1citations -
Disentangling ID and Modality Effects for Session-based Recommendation2024 International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) conference-paper Computer Science Recommender Systems and Techniques Open access
Xiaokun Zhang, Bo Xu, Zhaochun Ren, Xiaochen Wang, Hongfei Lin, Fenglong Ma
32citations -
Bridging the Gap between Prediction and Action: Information Demands and Requirements for a Data-Based Decision Support System for Root Cause Analysis in Production2025 International Conference on Control, Automation and Diagnosis (ICCAD) conference-paper Engineering Fault Detection and Control Systems
Tobias Schulze, Marcos Padrón Hinrichs, Robert Heinrich Schmitt
1citations -
A Framework for Explainable Concept Drift Detection in Process Mining2021 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access
Jan Niklas Adams, Sebastiaan J. van Zelst, Lara Quack, Kathrin Hausmann, Wil M. P. van der Aalst, Thomas Rose
35citations