| T4PdM: a Deep Neural Network based on the Transformer Architecture for Fault Diagnosis of Rotating Machinery | Apr 7, 2022 | Decision MakingDiagnostic | —Unverified | 0 |
| Visualizing Deep Neural Networks with Topographic Activation Maps | Apr 7, 2022 | Decision Making | CodeCode Available | 0 |
| Automated Sleep Staging via Parallel Frequency-Cut Attention | Apr 7, 2022 | Decision MakingEEG | —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 |
| 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 |
| Interactive Evolutionary Multi-Objective Optimization via Learning-to-Rank | Apr 6, 2022 | Decision MakingLearning-To-Rank | —Unverified | 0 |
| PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations | Apr 6, 2022 | Contrastive LearningDecision Making | CodeCode Available | 1 |
| Thinking inside The Box: Learning Hypercube Representations for Group Recommendation | Apr 6, 2022 | Decision Making | CodeCode Available | 0 |
| Integrating Rankings into Quantized Scores in Peer Review | Apr 5, 2022 | Decision Making | CodeCode Available | 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 |
| Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions | Apr 5, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support | Apr 5, 2022 | Decision Making | —Unverified | 0 |
| Explicit and Implicit Pattern Relation Analysis for Discovering Actionable Negative Sequences | Apr 4, 2022 | Decision MakingDiversity | —Unverified | 0 |
| Achieving Long-Term Fairness in Sequential Decision Making | Apr 4, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Lifelong Self-Adaptation: Self-Adaptation Meets Lifelong Machine Learning | Apr 4, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Models and Mechanisms for Spatial Data Fairness | Apr 4, 2022 | Decision MakingFairness | —Unverified | 0 |
| Explainable Online Lane Change Predictions on a Digital Twin with a Layer Normalized LSTM and Layer-wise Relevance Propagation | Apr 4, 2022 | Decision Making | —Unverified | 0 |
| FoV-Net: Field-of-View Extrapolation Using Self-Attention and Uncertainty | Apr 4, 2022 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Do As I Can, Not As I Say: Grounding Language in Robotic Affordances | Apr 4, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| Meta-Learning Approaches for a One-Shot Collective-Decision Aggregation: Correctly Choosing how to Choose Correctly | Apr 3, 2022 | Decision MakingFeature Engineering | —Unverified | 0 |
| A business context aware decision-making approach for selecting the most appropriate sentiment analysis technique in e-marketing situations | Apr 1, 2022 | Decision MakingMarketing | —Unverified | 0 |
| Probabilistic AutoRegressive Neural Networks for Accurate Long-range Forecasting | Apr 1, 2022 | Decision MakingEpidemiology | CodeCode Available | 0 |
| Deep Q-learning of global optimizer of multiply model parameters for viscoelastic imaging | Apr 1, 2022 | Decision MakingDiagnostic | —Unverified | 0 |
| A Reinforcement Learning Approach to Sensing Design in Resource-Constrained Wireless Networked Control Systems | Apr 1, 2022 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
