A survey on concept drift adaptation

• What Remains of XAI in Practice? Comparing Literature-Based Methods and Operational Explainability

  2026 IFIP advances in information and communication technology conference-paper Computer Science Explainable Artificial Intelligence (XAI)

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• Concept drift detection in district heating: A characterization framework and detector-centric benchmark

  2026 Energy and AI article Computer Science Data Stream Mining Techniques Open access

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• Structured representation of simulation and annotation data for machine learning in forming technologies

  2026 Production Engineering article Engineering Digital Transformation in Industry Open access

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• OML-AD: Online Machine Learning for Anomaly Detection in Time Series Data

  2025 Communications in computer and information science conference-paper Computer Science Anomaly Detection Techniques and Applications

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• A highly scalable deep learning language model for common risks prediction among psychiatric inpatients

  2025 BMC Medicine article Computer Science Machine Learning in Healthcare Open access

  7

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• Dynamics in cardiac surgery: trends in population characteristics and the performance of the EuroSCORE II over time

  2023 European Journal of Cardio-Thoracic Surgery article Medicine Cardiac Valve Diseases and Treatments Open access

  9

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• An Experimental Evaluation of Process Concept Drift Detection

  2023 Proceedings of the VLDB Endowment article Business, Management and Accounting Business Process Modeling and Analysis

  16

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• Process-Oriented Stream Classification Pipeline: A Literature Review

  2022 Applied Sciences article Computer Science Data Stream Mining Techniques Open access

  6

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• Improving the Output Quality of Official Statistics Based on Machine Learning Algorithms

  2022 Journal of Official Statistics article Computer Science Data Stream Mining Techniques Open access

  6

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• Automated Machine Learning for COVID-19 Forecasting

  2022 IEEE Access article Mathematics COVID-19 epidemiological studies Open access

  12

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• Measuring algorithmically infused societies

  2021 Nature article Social Sciences Ethics and Social Impacts of AI

  145

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• Time-aware Concept Drift Detection Using the Earth Mover’s Distance

  2020 International Conference on Process Mining (ICPM) conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  35

  citations

12 results