August 08, 2016 conference-paper "Why Should I Trust You?" ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) DOI: 10.1145/2939672.2939778 OpenAlex Authors 0 Author list not loaded yet. Cited by 72 stored of 16,675 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 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) 0 citations Language-informed treatment recommendations in psychiatry: bridging the gap in individual predictability 2026 Frontiers in Psychiatry article Computer Science Machine Learning in Healthcare Open access 0 citations Integrating Functional Genomic Descriptors into Explainable Machine-Learning Models for Cross-Aquatic Species Prediction of Metal-Containing Nanomaterials Ecotoxicity 2026 Environmental Science & Technology Letters article Environmental Science Environmental Toxicology and Ecotoxicology 0 citations Topological explanations of deep neural networks 2026 Synthese article Computer Science Explainable Artificial Intelligence (XAI) Open access 0 citations Explainable machine learning identifies features and thresholds predictive of immunotherapy response 2026 Scientific Reports article Medicine Cancer Immunotherapy and Biomarkers Open access 1 citations Efficient Surface Roughness Prediction in Laser Micromachining via Explainability‐Driven Feature Reduction 2026 Expert Systems article Engineering Laser Material Processing Techniques Open access 0 citations Knowledge Graphs and Explainable Artificial Intelligence (AI) for Drug Repurposing on Rare Diseases 2026 Neurosymbolic Artificial Intelligence article Computer Science Computational Drug Discovery Methods Open access 0 citations Connecting Meteorite Spectra to Lunar Surface Composition Using Hyperspectral Imaging and Machine Learning 2026 Universe article Physics and Astronomy Planetary Science and Exploration Open access 0 citations An interpretable machine learning framework with data-informed imaging biomarkers for diagnosis and prediction of Alzheimer’s disease 2026 Computerized Medical Imaging and Graphics article Medicine Dementia and Cognitive Impairment Research Open access 7 citations Mechanistic Interpretability for Transformer-Based Time Series Classification 2026 Communications in computer and information science conference-paper Computer Science Explainable Artificial Intelligence (XAI) 0 citations Extending Explainable Ensemble Trees to Regression Contexts 2025 Applied Stochastic Models in Business and Industry article Computer Science Explainable Artificial Intelligence (XAI) Open access 1 citations Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer 2025 Nature Communications article Computer Science AI in cancer detection Open access 9 citations Formal Explanations of Black-Box Ranking Functions 2025 Lecture notes in computer science conference-paper Computer Science Explainable Artificial Intelligence (XAI) 1 citations Sequential EXtreme Gradient Boosting-Based Descriptor Reduction for Size Prediction of Zwitterionic Polymer-Based Nanoparticles 2025 ACS Omega article Materials Science Machine Learning in Materials Science Open access 1 citations On the Interpretability of Neural Network Decoders 2025 Advanced Quantum Technologies article Computer Science Quantum Computing Algorithms and Architecture Open access 0 citations Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study 2025 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access 37 citations Explainable Benchmarking for Iterative Optimization Heuristics 2025 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access 13 citations A Conceptual Framework to Leverage Heuristics for Effective Human-Machine Collaboration in Incident Handling 2025 Lecture notes in computer science conference-paper Computer Science Spam and Phishing Detection 0 citations Explainable Decision Tree Ensembles 2025 Springer eBooks conference-paper Computer Science Explainable Artificial Intelligence (XAI) 1 citations An Introduction to the Crossroads of Explainable Artificial Intelligence and Evolutionary Computation 2025 Natural computing series book-chapter Computer Science Explainable Artificial Intelligence (XAI) 0 citations 1–20 of 72 Page 1 / 4 Next → References 0