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Towards Rule Extraction for Sector-Coupled Energy Systems Based on Optimization Models1citations
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Machine learning vs. rule-based methods for document classification of electronic health records within mental health care—A systematic literature review2025 Natural Language Processing Journal review Computer Science Machine Learning in Healthcare Open access
Emil Rijcken, Kalliopi Zervanou, Pablo J. Mosteiro, Floortje E. Scheepers, Marco René Spruit, Uzay Kaymak
16citations -
A Combined Approach of Process Mining and Rule-Based AI for Study Planning and Monitoring in Higher Education2023 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access
Miriam Wagner, Hayyan Helal, René Röpke, Sven Judel, Jens Doveren, Sergej Görzen, +4 more
10citations -
A Combined Approach of Process Mining and Rule-based AI for Study Planning and Monitoring in Higher Education2022 arXiv (Cornell University) preprint Business, Management and Accounting Business Process Modeling and Analysis Open access
Miriam Wagner, Hayyan Helal, Rene Roepke, Sven Judel, Jens Doveren, Sergej Görzen, +4 more
1citations -
Comparison of automated algorithm-based versus manual dental landmark placement for model analysis and evaluation of orthodontic quality indices2026 European Journal of Orthodontics article Dentistry Orthodontics and Dentofacial Orthopedics Open access
Norbert Alexander Lang, Franziska Alina Lang, Christian Niederau, Anne Schieberle, Kay Stankov, Michael Wolf, +1 more
0citations -
DreamerNLplus: Interpretable Modeling of Mental Health Dynamics from Social Media Timelines using Hybrid Rule-Based and RAG Methods2026 Workshop on Computational Linguistics and Clinical Psychology (CLPsych) conference-paper Psychology Mental Health via Writing Open access
Maryia Zhyrko, Daisy Lal, Erik; id_orcid 0000-0003-1377-9386 van Mulligen, Lifeng Han
0citations -
A rule-based framework for capturing geometric characteristics in design: A study of façade analysis for acoustic behaviour in urban space2024 International Journal of Architectural Computing article Engineering Architecture and Computational Design Open access
İremnur Tokaç, Anne Heimes, Michael Vorländer, Sigrid Brell‐Çokcan
3citations -
Impact of control strategies on thermal comfort in a single-family house under grid-constrained air-to-water heat pump operation using a high-fidelity building model0citations
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Machine-Learning Based Approximation of the Hierarchical Model Predictive Control of Multi-Use PV-Battery Systems in Non-Residential Buildings1citations
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Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules2025 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Lincen Yang, Siri Lise van der Meijden, M. Sesmu Arbous, Matthijs van Leeuwen
1citations -
Deep Learning-based detection of psychiatric attributes from German mental health records2022 International Journal of Medical Informatics article Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Sumit Madan, Fabian Julius Zimmer, Helena Balabin, Sebastian Schaaf, Holger Fröhlich, Juliane Fluck, +4 more
18citations