| Value of Information Analysis via Active Learning and Knowledge Sharing in Error-Controlled Adaptive Kriging | Feb 6, 2020 | Active LearningBayesian Inference | —Unverified | 0 |
| Towards Semantic Noise Cleansing of Categorical Data based on Semantic Infusion | Feb 6, 2020 | Decision Making | —Unverified | 0 |
| From Data to Actions in Intelligent Transportation Systems: a Prescription of Functional Requirements for Model Actionability | Feb 6, 2020 | Decision Making | —Unverified | 0 |
| Application of independent component analysis and TOPSIS to deal with dependent criteria in multicriteria decision problems | Feb 6, 2020 | blind source separationDecision Making | —Unverified | 0 |
| Joint Optimization of AI Fairness and Utility: A Human-Centered Approach | Feb 5, 2020 | Decision MakingFairness | —Unverified | 0 |
| Partially Observable Games for Secure Autonomy | Feb 5, 2020 | Decision Making | —Unverified | 0 |
| CHAIN: Concept-harmonized Hierarchical Inference Interpretation of Deep Convolutional Neural Networks | Feb 5, 2020 | Decision Making | —Unverified | 0 |
| Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations | Feb 4, 2020 | Decision MakingMontezuma's Revenge | —Unverified | 0 |
| Benchmarking Flexible Electric Loads Scheduling Algorithms under Market Price Uncertainty | Feb 4, 2020 | BenchmarkingDecision Making | CodeCode Available | 0 |
| A Generalized Flow for B2B Sales Predictive Modeling: An Azure Machine Learning Approach | Feb 4, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| FAE: A Fairness-Aware Ensemble Framework | Feb 3, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Optimal Confidence Regions for the Multinomial Parameter | Feb 3, 2020 | Decision Making | —Unverified | 0 |
| Thompson Sampling Algorithms for Mean-Variance Bandits | Feb 1, 2020 | Decision MakingThompson Sampling | CodeCode Available | 0 |
| Modeling Perception Errors towards Robust Decision Making in Autonomous Vehicles | Jan 31, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with Bayesian inference for uncertainty-based quality-control | Jan 31, 2020 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles | Jan 30, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Range-Max Enhanced Ultra-Wideband Micro-Doppler Signatures of Behind Wall Indoor Human Activities | Jan 29, 2020 | ClassificationDecision Making | —Unverified | 0 |
| Reducing complexity and unidentifiability when modelling human atrial cells | Jan 29, 2020 | Decision Making | CodeCode Available | 0 |
| Data-driven control of micro-climate in buildings: an event-triggered reinforcement learning approach | Jan 28, 2020 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Computing the Feedback Capacity of Finite State Channels using Reinforcement Learning | Jan 27, 2020 | Computational EfficiencyDecision Making | CodeCode Available | 0 |
| Reinforcement Learning-based Application Autoscaling in the Cloud: A Survey | Jan 27, 2020 | Cloud ComputingDecision Making | —Unverified | 0 |
| Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks | Jan 26, 2020 | AnatomyDecision Making | —Unverified | 0 |
| A hierarchical fusion framework integrating random projection-based classifiers: application in head and neck squamous carcinoma cancer | Jan 25, 2020 | Decision MakingDiversity | —Unverified | 0 |
| Case Study: Predictive Fairness to Reduce Misdemeanor Recidivism Through Social Service Interventions | Jan 24, 2020 | Decision MakingFairness | CodeCode Available | 0 |
| Visual Summary of Value-level Feature Attribution in Prediction Classes with Recurrent Neural Networks | Jan 23, 2020 | Decision MakingTemporal Sequences | —Unverified | 0 |