| A two-level machine learning framework for predictive maintenance: comparison of learning formulations | Apr 21, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| SelfD: Self-Learning Large-Scale Driving Policies From the Web | Apr 21, 2022 | Data AugmentationDecision Making | —Unverified | 0 |
| SAAC: Safe Reinforcement Learning as an Adversarial Game of Actor-Critics | Apr 20, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Estimating probabilistic dynamic origin-destination demands using multi-day traffic data on computational graphs | Apr 20, 2022 | Decision Making | —Unverified | 0 |
| Neurochaos Feature Transformation and Classification for Imbalanced Learning | Apr 20, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Causality-based Neural Network Repair | Apr 20, 2022 | Decision MakingFairness | —Unverified | 0 |
| Predicting highway lane-changing maneuvers: A benchmark analysis of machine and ensemble learning algorithms | Apr 20, 2022 | Decision MakingDescriptive | —Unverified | 0 |
| A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning | Apr 20, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Factors that influence the adoption of human-AI collaboration in clinical decision-making | Apr 19, 2022 | Decision Making | —Unverified | 0 |
| On the Influence of Explainable AI on Automation Bias | Apr 19, 2022 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Predictive analytics for appointment bookings | Apr 18, 2022 | Decision Making | —Unverified | 0 |
| AI for human assessment: What do professional assessors need? | Apr 18, 2022 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Training and Evaluation of Deep Policies using Reinforcement Learning and Generative Models | Apr 18, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| The Equity Framework: Fairness Beyond Equalized Predictive Outcomes | Apr 18, 2022 | Decision MakingFairness | —Unverified | 0 |
| Cognitive Architecture for Decision-Making Based on Brain Principles Programming | Apr 17, 2022 | Decision Making | —Unverified | 0 |
| The Poisson algorithm: a simple method to simulate stochastic epidemic models with generally distributed residence times | Apr 16, 2022 | Decision Making | —Unverified | 0 |
| Resource-Aware Distributed Submodular Maximization: A Paradigm for Multi-Robot Decision-Making | Apr 15, 2022 | Decision Making | —Unverified | 0 |
| Decision-making with E-admissibility given a finite assessment of choices | Apr 15, 2022 | Decision Making | —Unverified | 0 |
| Learning Probability Distributions in Macroeconomics and Finance | Apr 14, 2022 | Decision MakingTime Series | —Unverified | 0 |
| LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen Sections | Apr 14, 2022 | Decision MakingSegmentation | CodeCode Available | 0 |
| Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making | Apr 14, 2022 | Decision Making | —Unverified | 0 |
| Fair Algorithm Design: Fair and Efficacious Machine Scheduling | Apr 13, 2022 | Decision MakingFairness | —Unverified | 0 |
| A high-resolution canopy height model of the Earth | Apr 13, 2022 | Decision MakingProbabilistic Deep Learning | —Unverified | 0 |
| A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic | Apr 13, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Optimal Intermittent Particle Filter | Apr 13, 2022 | Combinatorial OptimizationDecision Making | CodeCode Available | 0 |
| Enriching Artificial Intelligence Explanations with Knowledge Fragments | Apr 12, 2022 | Decision MakingDemand Forecasting | —Unverified | 0 |
| A Comparative Study of Faithfulness Metrics for Model Interpretability Methods | Apr 12, 2022 | Decision Making | —Unverified | 0 |
| Assessment of convolutional recurrent autoencoder network for learning wave propagation | Apr 12, 2022 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Scalable privacy-preserving cancer type prediction with homomorphic encryption | Apr 12, 2022 | Decision Makingfeature selection | —Unverified | 0 |
| SAL-CNN: Estimate the Remaining Useful Life of Bearings Using Time-frequency Information | Apr 11, 2022 | Decision Making | —Unverified | 0 |
| Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning | Apr 11, 2022 | Decision MakingMulti-Objective Reinforcement Learning | —Unverified | 0 |
| Assessing the communication gap between AI models and healthcare professionals: explainability, utility and trust in AI-driven clinical decision-making | Apr 11, 2022 | Decision Making | CodeCode Available | 0 |
| Generalizing Adversarial Explanations with Grad-CAM | Apr 11, 2022 | Decision MakingFace Recognition | —Unverified | 0 |
| Multimodal Machine Learning in Precision Health | Apr 10, 2022 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations | Apr 10, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Picture Fuzzy Interactional Aggregation Operators via Strict Triangular Norms and Applications to Multi-Criteria Decision Making | Apr 8, 2022 | Decision Making | —Unverified | 0 |
| Automated Sleep Staging via Parallel Frequency-Cut Attention | Apr 7, 2022 | Decision MakingEEG | —Unverified | 0 |
| Visualizing Deep Neural Networks with Topographic Activation Maps | Apr 7, 2022 | Decision Making | CodeCode Available | 0 |
| Unsignalized Intersection Management Strategy for Mixed Autonomy Traffic Streams | Apr 7, 2022 | Decision MakingManagement | —Unverified | 0 |
| So2Sat POP -- A Curated Benchmark Data Set for Population Estimation from Space on a Continental Scale | Apr 7, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| T4PdM: a Deep Neural Network based on the Transformer Architecture for Fault Diagnosis of Rotating Machinery | Apr 7, 2022 | Decision MakingDiagnostic | —Unverified | 0 |
| Stochastic Multi-armed Bandits with Non-stationary Rewards Generated by a Linear Dynamical System | Apr 6, 2022 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Thinking inside The Box: Learning Hypercube Representations for Group Recommendation | Apr 6, 2022 | Decision Making | CodeCode Available | 0 |
| Interactive Evolutionary Multi-Objective Optimization via Learning-to-Rank | Apr 6, 2022 | Decision MakingLearning-To-Rank | —Unverified | 0 |
| Automatic inference of fault tree models via multi-objective evolutionary algorithms | Apr 6, 2022 | Decision MakingEvolutionary Algorithms | —Unverified | 0 |
| Marrying Fairness and Explainability in Supervised Learning | Apr 6, 2022 | AttributeDecision Making | —Unverified | 0 |
| Integrating Rankings into Quantized Scores in Peer Review | Apr 5, 2022 | Decision Making | CodeCode Available | 0 |
| Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support | Apr 5, 2022 | Decision Making | —Unverified | 0 |
| Digital Twin Virtualization with Machine Learning for IoT and Beyond 5G Networks: Research Directions for Security and Optimal Control | Apr 5, 2022 | Cloud ComputingDecision Making | —Unverified | 0 |
| Lifelong Self-Adaptation: Self-Adaptation Meets Lifelong Machine Learning | Apr 4, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |