| Explainable AI Components for Narrative Map Extraction | Mar 19, 2025 | Event DetectionExplainable artificial intelligence | CodeCode Available | 1 |
| BASED-XAI: Breaking Ablation Studies Down for Explainable Artificial Intelligence | Jul 12, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Explainable Deep Learning Methods in Medical Image Classification: A Survey | May 10, 2022 | Deep LearningExplainable artificial intelligence | CodeCode Available | 1 |
| BALANCE: Bayesian Linear Attribution for Root Cause Localization | Jan 31, 2023 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 |
| Extracting human interpretable structure-property relationships in chemistry using XAI and large language models | Nov 7, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| In-Context Explainers: Harnessing LLMs for Explaining Black Box Models | Oct 9, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| From Attribution Maps to Human-Understandable Explanations through Concept Relevance Propagation | Jun 7, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| BayLIME: Bayesian Local Interpretable Model-Agnostic Explanations | Dec 5, 2020 | Explainable Artificial Intelligence (XAI)model | CodeCode Available | 1 |
| A Wearable Device Dataset for Mental Health Assessment Using Laser Doppler Flowmetry and Fluorescence Spectroscopy Sensors | Feb 3, 2025 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| How Much Can I Trust You? -- Quantifying Uncertainties in Explaining Neural Networks | Jun 16, 2020 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Insights Into the Inner Workings of Transformer Models for Protein Function Prediction | Sep 7, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Automatic Extraction of Linguistic Description from Fuzzy Rule Base | Apr 3, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Landscape of R packages for eXplainable Artificial Intelligence | Sep 24, 2020 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Learning Support and Trivial Prototypes for Interpretable Image Classification | Jan 8, 2023 | Explainable Artificial Intelligence (XAI)image-classification | CodeCode Available | 1 |
| Local Universal Explainer (LUX) -- a rule-based explainer with factual, counterfactual and visual explanations | Oct 23, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment | Jan 16, 2024 | Concept AlignmentExplainable artificial intelligence | CodeCode Available | 1 |
| Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition | Nov 30, 2023 | Explainable Artificial Intelligence (XAI)image-classification | CodeCode Available | 1 |
| Calibrated Explanations for Regression | Aug 30, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| NeuroXAI: Adaptive, robust, explainable surrogate framework for determination of channel importance in EEG application | Sep 12, 2025 | channel selectionEEG | CodeCode Available | 1 |
| Deep-BIAS: Detecting Structural Bias using Explainable AI | Apr 4, 2023 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Explaining Predictive Uncertainty with Information Theoretic Shapley Values | Sep 21, 2023 | Active LearningDecision Making Under Uncertainty | CodeCode Available | 1 |
| An Explainable AI Framework for Artificial Intelligence of Medical Things | Mar 7, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| An Experimental Study of Quantitative Evaluations on Saliency Methods | Aug 14, 2021 | Explainable Artificial Intelligence (XAI) | —Unverified | 0 |
| A general approach to compute the relevance of middle-level input features | Oct 16, 2020 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems | Jun 9, 2021 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
