January 19, 2021 article Open access A Survey on the Explainability of Supervised Machine Learning Journal of Artificial Intelligence Research DOI: 10.1613/jair.1.12228 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 14 stored of 1,007 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access IFCN position statement: use of artificial intelligence in clinical neurophysiology 2026 Clinical Neurophysiology article Medicine Artificial Intelligence in Healthcare and Education Open access 8 citations Deep learning-based 3D reconstruction of dentate nuclei in Friedreich’s ataxia from T2*weighted MR images 2025 Machine Learning with Applications article Computer Science Medical Image Segmentation Techniques Open access 1 citations Concept Extraction for Time Series with ECLAD-ts 2025 Communications in computer and information science conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access 1 citations Vorgehen für die Entwicklung einer Architektur für menschzentrierte KI in der Fertigung 2024 at - Automatisierungstechnik article Engineering Digital Transformation in Industry 0 citations Towards experimental standardization for AI governance in the EU 2024 Computer law & security review article Social Sciences Digitalization, Law, and Regulation Open access 12 citations ECLAD: Extracting Concepts with Local Aggregated Descriptors 2023 Pattern Recognition article Computer Science Explainable Artificial Intelligence (XAI) 12 citations Scale-preserving automatic concept extraction (SPACE) 2023 Machine Learning article Computer Science Explainable Artificial Intelligence (XAI) Open access 1 citations A Survey on Explainable Anomaly Detection 2023 ACM Transactions on Knowledge Discovery from Data article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 1 patent 131 citations On the importance of domain expertise in feature engineering for predictive product quality in production 2023 Procedia CIRP article Computer Science Time Series Analysis and Forecasting Open access 16 citations Scalable Concept Extraction in Industry 4.0 2023 Communications in computer and information science conference-paper Computer Science Explainable Artificial Intelligence (XAI) 6 citations Evaluating Rule-Based Global XAI Malware Detection Methods 2023 Lecture notes in computer science conference-paper Computer Science Advanced Malware Detection Techniques Open access 4 citations PERFEX: Classifier Performance Explanations for Trustworthy AI Systems 2023 Communications in computer and information science conference-paper Computer Science Explainable Artificial Intelligence (XAI) 2 citations Introducing explainability in sequence-to-sequence learning for short-term load forecasting 2022 Electric Power Systems Research article Engineering Energy Load and Power Forecasting Open access 28 citations Explainable artificial intelligence (XAI) post-hoc explainability methods: risks and limitations in non-discrimination law 2022 AI and Ethics article Computer Science Explainable Artificial Intelligence (XAI) cited by 1 patent 125 citations 14 results References 0