| Managing engineering systems with large state and action spaces through deep reinforcement learning | Nov 5, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| QUOTA: The Quantile Option Architecture for Reinforcement Learning | Nov 5, 2018 | Decision MakingDistributional Reinforcement Learning | CodeCode Available | 0 |
| What evidence does deep learning model use to classify Skin Lesions? | Nov 2, 2018 | Decision MakingMelanoma Diagnosis | —Unverified | 0 |
| Localization and Perception for Control and Decision Making of a Low Speed Autonomous Shuttle in a Campus Pilot Deployment | Nov 1, 2018 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| Supporting Content Design with an Eye Tracker: The Case of Weather-based Recommendations | Nov 1, 2018 | Decision MakingText Generation | —Unverified | 0 |
| Information Nutrition Labels: A Plugin for Online News Evaluation | Nov 1, 2018 | ArticlesDecision Making | —Unverified | 0 |
| Evidence Type Classification in Randomized Controlled Trials | Nov 1, 2018 | Argument MiningClassification | —Unverified | 0 |
| Evidence Types, Credibility Factors, and Patterns or Soft Rules for Weighing Conflicting Evidence: Argument Mining in the Context of Legal Rules Governing Evidence Assessment | Nov 1, 2018 | Argument MiningDecision Making | —Unverified | 0 |
| Exploiting Attention to Reveal Shortcomings in Memory Models | Nov 1, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Joint Modeling for Query Expansion and Information Extraction with Reinforcement Learning | Nov 1, 2018 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Importance of Self-Attention for Sentiment Analysis | Nov 1, 2018 | ClassificationDecision Making | —Unverified | 0 |
| Visualizing Group Dynamics based on Multiparty Meeting Understanding | Nov 1, 2018 | Decision MakingOpinion Mining | —Unverified | 0 |
| Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension | Nov 1, 2018 | Decision MakingNatural Language Inference | —Unverified | 0 |
| Consistent estimation of the max-flow problem: Towards unsupervised image segmentation | Nov 1, 2018 | Brain Tumor SegmentationDecision Making | —Unverified | 0 |
| FNNC: Achieving Fairness through Neural Networks | Nov 1, 2018 | ClassificationDecision Making | —Unverified | 0 |
| Quantum Theory Methods as a Possible Alternative for the Double-Blind Gold Standard of Evidence-Based Medicine: Outlining a New Research Program | Oct 31, 2018 | Decision MakingRelation | —Unverified | 0 |
| Finding and Following of Honeycombing Regions in Computed Tomography Lung Images by Deep Learning | Oct 31, 2018 | Computed Tomography (CT)Decision Making | —Unverified | 0 |
| SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning | Oct 31, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| The Responsibility Quantification (ResQu) Model of Human Interaction with Automation | Oct 30, 2018 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| A Framework for Probabilistic Generic Traffic Scene Prediction | Oct 30, 2018 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| MCell-R: A particle-resolution network-free spatial modeling framework | Oct 29, 2018 | Decision Making | —Unverified | 0 |
| Quantum Structures in Human Decision-making: Towards Quantum Expected Utility | Oct 29, 2018 | Decision Making | —Unverified | 0 |
| Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling | Oct 29, 2018 | Collaborative FilteringDecision Making | CodeCode Available | 1 |
| Stay With Me: Lifetime Maximization Through Heteroscedastic Linear Bandits With Reneging | Oct 29, 2018 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| On preserving non-discrimination when combining expert advice | Oct 28, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Attended Temperature Scaling: A Practical Approach for Calibrating Deep Neural Networks | Oct 27, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Sequence-dependent sensitivity explains the accuracy of decisions when cues are separated with a gap | Oct 26, 2018 | Decision MakingDescriptive | —Unverified | 0 |
| Extractive Summarization of EHR Discharge Notes | Oct 26, 2018 | Decision MakingExtractive Summarization | —Unverified | 0 |
| Generalised framework for multi-criteria method selection | Oct 25, 2018 | Decision Making | —Unverified | 0 |
| Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso | Oct 24, 2018 | Decision MakingSegmentation | —Unverified | 0 |
| A new approach of contextual recommendation based on the method of Hierarchical Analysis of Processes | Oct 23, 2018 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Evidence accumulation in a Laplace domain decision space | Oct 23, 2018 | Decision MakingHippocampus | —Unverified | 0 |
| One Bit Matters: Understanding Adversarial Examples as the Abuse of Redundancy | Oct 23, 2018 | Decision Making | —Unverified | 0 |
| What can AI do for me: Evaluating Machine Learning Interpretations in Cooperative Play | Oct 23, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model | Oct 22, 2018 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Local and global model interpretability via backward selection and clustering | Oct 22, 2018 | ClusteringDecision Making | —Unverified | 0 |
| Event-triggered Natural Hazard Monitoring with Convolutional Neural Networks on the Edge | Oct 22, 2018 | Decision Making | —Unverified | 0 |
| Graph Convolutional Reinforcement Learning | Oct 22, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Taking Advantage of Multitask Learning for Fair Classification | Oct 19, 2018 | ClassificationDecision Making | —Unverified | 0 |
| Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Traffic | Oct 19, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Policy Gradient in Partially Observable Environments: Approximation and Convergence | Oct 18, 2018 | Decision MakingPolicy Gradient Methods | —Unverified | 0 |
| Analyzing and Interpreting Convolutional Neural Networks in NLP | Oct 18, 2018 | Decision MakingNegation | —Unverified | 0 |
| HierLPR: Decision making in hierarchical multi-label classification with local precision rates | Oct 18, 2018 | Decision MakingGeneral Classification | —Unverified | 0 |
| Planning in Stochastic Environments with Goal Uncertainty | Oct 18, 2018 | Decision Making | —Unverified | 0 |
| Selling Information | Oct 17, 2018 | Decision Making | —Unverified | 0 |
| Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning | Oct 15, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Factorized Machine Self-Confidence for Decision-Making Agents | Oct 15, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs | Oct 14, 2018 | Decision MakingMotion Forecasting | CodeCode Available | 0 |
| MaaSim: A Liveability Simulation for Improving the Quality of Life in Cities | Oct 13, 2018 | Decision MakingFeature Engineering | —Unverified | 0 |
| Hierarchical Game-Theoretic Planning for Autonomous Vehicles | Oct 13, 2018 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |