- Moheb Yacoub, Moataz Abdelwahab, Kazuo Shiokawa, Ayman Mahrous. Automatic Detection of Equatorial Plasma Bubbles in Airglow Images Using Two-Dimensional Principal Component Analysis and Explainable Artificial Intelligence. Machine Learning and Knowledge Extraction, 7(1):26, 2025.
- Jinglei Pei, Yang Zhang, Ting Liu, Jingbin Yang, Qinghua Wu, Kang Qin. ADTime: Adaptive Multivariate Time Series Forecasting Using LLMs. Machine Learning and Knowledge Extraction, 7(2):35, 2025.
- Sander Joos, Tim Van hamme, Willem Verheyen, Davy Preuveneers, Wouter Joosen. Triple Down on Robustness: Understanding the Impact of Adversarial Triplet Compositions on Adversarial Robustness. Machine Learning and Knowledge Extraction, 7(1):14, 2025.
- Charithea Stylianides, Andria Nicolaou, Waqar A. Sulaiman, Christina-Athanasia I. Alexandropoulou, Ilias E. Panagiotopoulos, Konstantina Karathanasopoulou, George Dimitrakopoulos 0001, Styliani Kleanthous, Eleni Politi, Dimitris Ntalaperas, Xanthi S. Papageorgiou, Fransisco Garcia, Zinonas C. Antoniou, Nikos Ioannides, Lakis Palazis, Anna Vavlitou, Marios S. Pattichis, Constantinos S. Pattichis, Andreas S. Panayides. AI Advances in ICU with an Emphasis on Sepsis Prediction: An Overview. Machine Learning and Knowledge Extraction, 7(1):6, 2025.
- Matthijs J. Warrens, Alexandra de Raadt, Roel J. Bosker, Henk A. L. Kiers. Weighted Kappa for Interobserver Agreement and Missing Data. Machine Learning and Knowledge Extraction, 7(1):18, 2025.
- Maximilian Legnar, Joern-Helge Heinrich Siemoneit, Gilles Vandewiele, Jürgen Hesser, Zoran Popovic, Stefan Porubský, Cleo-Aron Weis. Investigating and Optimizing MINDWALC Node Classification to Extract Interpretable Decision Trees from Knowledge Graphs. Machine Learning and Knowledge Extraction, 7(1):16, 2025.
- James Arrowsmith, Teo Susnjak, Julian Jang-Jaccard. Multimodal Deep Learning for Android Malware Classification. Machine Learning and Knowledge Extraction, 7(1):23, 2025.
- Lifeng Zhang, Teng Li, Hongyan Cui, Quan Zhang, Zijie Jiang, Jiadong Li, Roy E. Welsch, Zhongwei Jia. A Novel Prediction Model for Multimodal Medical Data Based on Graph Neural Networks. Machine Learning and Knowledge Extraction, 7(3):92, 2025.
- Aron E. Owen, Jonathan C. Roberts. VisRep: Towards an Automated, Reflective AI System for Documenting Visualisation Design Processes. Machine Learning and Knowledge Extraction, 7(3):72, 2025.
- Xin Guan, Xinyue Mo, Huan Li. A Novel Spatio-Temporal Graph Convolutional Network with Attention Mechanism for PM2.5 Concentration Prediction. Machine Learning and Knowledge Extraction, 7(3):88, 2025.