| Uncertainty estimations methods for a deep learning model to aid in clinical decision-making -- a clinician's perspective | Oct 2, 2022 | Decision MakingSensitivity | —Unverified | 0 |
| Establishing Meta-Decision-Making for AI: An Ontology of Relevance, Representation and Reasoning | Oct 2, 2022 | Decision Making | —Unverified | 0 |
| Deep Perceptual Enhancement for Medical Image Analysis | Oct 1, 2022 | Decision MakingDenoising | CodeCode Available | 0 |
| Learning Intrinsic and Extrinsic Intentions for Cold-start Recommendation with Neural Stochastic Processes | Oct 1, 2022 | Decision MakingMeta-Learning | —Unverified | 0 |
| Can Attention-based Transformers Explain or Interpret Cyberbullying Detection? | Oct 1, 2022 | Decision MakingTransfer Learning | —Unverified | 0 |
| Leveraging Semantic and Sentiment Knowledge for User-Generated Text Sentiment Classification | Oct 1, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Ten Years after ImageNet: A 360° Perspective on AI | Oct 1, 2022 | Decision MakingFairness | —Unverified | 0 |
| BIASeD: Bringing Irrationality into Automated System Design | Oct 1, 2022 | Decision Making | —Unverified | 0 |
| An Interactive Interpretability System for Breast Cancer Screening with Deep Learning | Sep 30, 2022 | Decision Making | —Unverified | 0 |
| Prioritizing emergency evacuations under compounding levels of uncertainty | Sep 30, 2022 | Decision MakingHumanitarian | CodeCode Available | 0 |
| Leveraging Industry 4.0 -- Deep Learning, Surrogate Model and Transfer Learning with Uncertainty Quantification Incorporated into Digital Twin for Nuclear System | Sep 30, 2022 | Decision MakingTransfer Learning | —Unverified | 0 |
| Adversarial Robustness of Representation Learning for Knowledge Graphs | Sep 30, 2022 | Adversarial RobustnessData Poisoning | CodeCode Available | 1 |
| Beyond Bayes-optimality: meta-learning what you know you don't know | Sep 30, 2022 | Decision MakingMeta-Learning | —Unverified | 0 |
| A Multiple Criteria Decision Analysis based Approach to Remove Uncertainty in SMP Models | Sep 30, 2022 | Decision Making | —Unverified | 0 |
| Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions | Sep 30, 2022 | Additive modelsDecision Making | CodeCode Available | 0 |
| Accurate, reliable and interpretable solubility prediction of druglike molecules with attention pooling and Bayesian learning | Sep 29, 2022 | Bayesian InferenceDecision Making | —Unverified | 0 |
| An Ontology for Defect Detection in Metal Additive Manufacturing | Sep 29, 2022 | Data IntegrationDecision Making | —Unverified | 0 |
| Blessing from Human-AI Interaction: Super Reinforcement Learning in Confounded Environments | Sep 29, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| OAK4XAI: Model towards Out-Of-Box eXplainable Artificial Intelligence for Digital Agriculture | Sep 29, 2022 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Modeling driver's evasive behavior during safety-critical lane changes:Two-dimensional time-to-collision and deep reinforcement learning | Sep 29, 2022 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Bayesian Neural Network Versus Ex-Post Calibration For Prediction Uncertainty | Sep 29, 2022 | Decision Making | CodeCode Available | 0 |
| Causal inference in drug discovery and development | Sep 29, 2022 | Causal InferenceDecision Making | —Unverified | 0 |
| Optimistic MLE -- A Generic Model-based Algorithm for Partially Observable Sequential Decision Making | Sep 29, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach | Sep 28, 2022 | Data PoisoningDecision Making | CodeCode Available | 0 |
| Machine Learning for Optical Motion Capture-driven Musculoskeletal Modelling from Inertial Motion Capture Data | Sep 28, 2022 | Decision Making | —Unverified | 0 |