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| Explaining the Explainer: A First Theoretical Analysis of LIME | Jan 10, 2020 | Decision Making | —Unverified | 0 |
| Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks | Apr 13, 2017 | Decision Making | —Unverified | 0 |
| Causal machine learning for predicting treatment outcomes | Oct 11, 2024 | Decision Making | —Unverified | 0 |
| Explaining versus Describing Human Decisions. Hilbert Space Structures in Decision Theory | Apr 4, 2019 | Decision Making | —Unverified | 0 |
| Explaining with Greater Support: Weighted Column Sampling Optimization for q-Consistent Summary-Explanations | Feb 9, 2023 | Decision Making | —Unverified | 0 |
| Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms | Oct 16, 2019 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Causal Markov Decision Processes: Learning Good Interventions Efficiently | Feb 15, 2021 | Decision MakingMarketing | —Unverified | 0 |
| Fair Classifiers that Abstain without Harm | Oct 9, 2023 | Decision MakingFairness | —Unverified | 0 |
| Causal Models Applied to the Patterns of Human Migration due to Climate Change | Nov 3, 2023 | Decision MakingManagement | —Unverified | 0 |
| Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction | Feb 9, 2024 | AttributeDecision Making | —Unverified | 0 |
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| FAIR Data Pipeline: provenance-driven data management for traceable scientific workflows | Oct 14, 2021 | Decision MakingManagement | —Unverified | 0 |
| Explanation for Trajectory Planning using Multi-modal Large Language Model for Autonomous Driving | Nov 15, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Explanation of Face Recognition via Saliency Maps | Apr 12, 2023 | Decision MakingFace Recognition | —Unverified | 0 |
| Explanation of Machine Learning Models of Colon Cancer Using SHAP Considering Interaction Effects | Aug 5, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Estimating Link Flows in Road Networks with Synthetic Trajectory Data Generation: Reinforcement Learning-based Approaches | Jun 26, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Topology Learning of unknown Networked Linear Dynamical System excited by Cyclostationary inputs | Sep 26, 2020 | Decision Making | —Unverified | 0 |
| Explanations Can Reduce Overreliance on AI Systems During Decision-Making | Dec 13, 2022 | Decision Making | —Unverified | 0 |
| Explanation User Interfaces: A Systematic Literature Review | May 26, 2025 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Causal Relational Learning | Apr 7, 2020 | Causal InferenceDecision Making | —Unverified | 0 |
| Explicating feature contribution using Random Forest proximity distances | Jul 17, 2018 | Decision MakingGeneral Classification | —Unverified | 0 |
| Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading | Oct 20, 2023 | Decision MakingQuestion Generation | —Unverified | 0 |
| Explicit and Implicit Pattern Relation Analysis for Discovering Actionable Negative Sequences | Apr 4, 2022 | Decision MakingDiversity | —Unverified | 0 |
| Buy when? Survival machine learning model comparison for purchase timing | Aug 28, 2023 | Decision MakingMarketing | —Unverified | 0 |