119 citations
- University of Southern DenmarkDK19 papers
- Technical University of MunichDE2 papers
- Aalborg UniversityDK1 paper
- Bandung Institute of TechnologyID1 paper
- Beihang UniversityCN1 paper
- Bernstein Center for Computational Neuroscience GöttingenDE1 paper
- Clausthal University of TechnologyDE1 paper
- Fraunhofer Institute for Production Technology IPTDE1 paper
- Institut Teknologi Sepuluh NopemberID1 paper
- Italian Institute of TechnologyIT1 paper
- Khalifa University of Science and TechnologyAE1 paper
- Mehran University of Engineering and TechnologyPK1 paper
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2024★ 7 cited
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series
Zhipeng Ma, Marco Kemmerling, Daniel Buschmann +3
Causal inference is a fundamental research topic for discovering the cause-effect relationships in many disciplines. However, not all algorithms are equally well-suited for a given…
cs.LG2024★ 3 cited
A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
Advanced machine learning algorithms are increasingly utilized to provide data-based prediction and decision-making support in Industry 4.0. However, the prediction accuracy achiev…
cs.LG2024★ 8 cited
Identifying Best Practice Melting Patterns in Induction Furnaces: A Data-Driven Approach Using Time Series KMeans Clustering and Multi-Criteria Decision Making
Daniel Anthony Howard, Bo Nørregaard Jørgensen, Zheng Ma
Improving energy efficiency in industrial production processes is crucial for competitiveness, and compliance with climate policies. This paper introduces a data-driven approach to…