| Perfusion parameter estimation using neural networks and data augmentation | Oct 11, 2018 | Data AugmentationDecision Making | —Unverified | 0 |
| MOANOFS: Multi-Objective Automated Negotiation based Online Feature Selection System for Big Data Classification | Oct 11, 2018 | Binary ClassificationDecision Making | —Unverified | 0 |
| Deep Neural Network Compression for Aircraft Collision Avoidance Systems | Oct 9, 2018 | Collision AvoidanceDecision Making | —Unverified | 0 |
| What made you do this? Understanding black-box decisions with sufficient input subsets | Oct 9, 2018 | Decision Making | CodeCode Available | 0 |
| Optimized Gated Deep Learning Architectures for Sensor Fusion | Oct 8, 2018 | Activity RecognitionAutonomous Driving | —Unverified | 0 |
| Learning Tractable Probabilistic Models for Moral Responsibility and Blame | Oct 8, 2018 | Decision MakingManagement | —Unverified | 0 |
| Spatio-temporal Edge Service Placement: A Bandit Learning Approach | Oct 7, 2018 | Decision MakingEdge-computing | —Unverified | 0 |
| Discretizing Logged Interaction Data Biases Learning for Decision-Making | Oct 6, 2018 | Decision MakingTime Series | —Unverified | 0 |
| Accelerated Labeling of Discrete Abstractions for Autonomous Driving Subject to LTL Specifications | Oct 5, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias | Oct 3, 2018 | BenchmarkingDecision Making | CodeCode Available | 0 |
| From Soft Classifiers to Hard Decisions: How fair can we be? | Oct 3, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| Machine learning for estimation of building energy consumption and performance | Oct 2, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Commonsense Justification for Action Explanation | Oct 1, 2018 | Decision Making | CodeCode Available | 0 |
| MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling | Oct 1, 2018 | Decision MakingDialogue Management | —Unverified | 0 |
| Cross-topic Argument Mining from Heterogeneous Sources | Oct 1, 2018 | Argument MiningDecision Making | —Unverified | 0 |
| Conversational Decision-Making Model for Predicting the King's Decision in the Annals of the Joseon Dynasty | Oct 1, 2018 | Decision Making | —Unverified | 0 |
| Modeling Temporality of Human Intentions by Domain Adaptation | Oct 1, 2018 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Challenges of Using Text Classifiers for Causal Inference | Oct 1, 2018 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Adaptive Game-Theoretic Decision Making for Autonomous Vehicle Control at Roundabouts | Oct 1, 2018 | Decision Making | —Unverified | 0 |
| Efficient Sequence Labeling with Actor-Critic Training | Sep 30, 2018 | Decision MakingNER | CodeCode Available | 0 |
| Interactive Learning with Corrective Feedback for Policies based on Deep Neural Networks | Sep 30, 2018 | Car RacingDecision Making | CodeCode Available | 0 |
| Refining Manually-Designed Symbol Grounding and High-Level Planning by Policy Gradients | Sep 29, 2018 | Decision Making | —Unverified | 0 |
| EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE | Sep 28, 2018 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Active Fairness in Algorithmic Decision Making | Sep 28, 2018 | ClassificationDecision Making | —Unverified | 0 |
| Estimation of Personalized Effects Associated With Causal Pathways | Sep 27, 2018 | counterfactualDecision Making | —Unverified | 0 |
| A Way to Facilitate Decision Making in a Mixed Group of Manned and Unmanned Aerial Vehicles | Sep 27, 2018 | Decision Making | —Unverified | 0 |
| Deep Transfer Learning of Pick Points on Fabric for Robot Bed-Making | Sep 26, 2018 | Decision MakingDeformable Object Manipulation | CodeCode Available | 0 |
| Resilient Computing with Reinforcement Learning on a Dynamical System: Case Study in Sorting | Sep 25, 2018 | Decision Makingreinforcement-learning | —Unverified | 0 |
| On a gap between rational annuitization price for producer and price for customer | Sep 24, 2018 | Decision Making | —Unverified | 0 |
| LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal Text | Sep 24, 2018 | Decision MakingInformation Retrieval | CodeCode Available | 0 |
| Better Safe than Sorry: Evidence Accumulation Allows for Safe Reinforcement Learning | Sep 24, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Evaluating Fairness Metrics in the Presence of Dataset Bias | Sep 24, 2018 | Bias DetectionCausal Inference | —Unverified | 0 |
| Modeling overland flow from local inflows in almost no-time, using Self Organizing Maps | Sep 23, 2018 | Decision Making | —Unverified | 0 |
| Geometric Multi-Model Fitting by Deep Reinforcement Learning | Sep 22, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| CPMetric: Deep Siamese Networks for Learning Distances Between Structured Preferences | Sep 21, 2018 | Decision MakingMetric Learning | —Unverified | 0 |
| Answering the "why" in Answer Set Programming - A Survey of Explanation Approaches | Sep 21, 2018 | Decision Making | —Unverified | 0 |
| Probabilistic Logic Programming with Beta-Distributed Random Variables | Sep 20, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Predicting Periodicity with Temporal Difference Learning | Sep 20, 2018 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Sim-to-Real Transfer of Robot Learning with Variable Length Inputs | Sep 20, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| The Key Concepts of Ethics of Artificial Intelligence - A Keyword based Systematic Mapping Study | Sep 19, 2018 | Decision MakingEthics | —Unverified | 0 |
| TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game | Sep 19, 2018 | AI AgentDecision Making | CodeCode Available | 0 |
| A Generalized Representer Theorem for Hilbert Space - Valued Functions | Sep 19, 2018 | Decision Makingregression | —Unverified | 0 |
| Actionable Recourse in Linear Classification | Sep 18, 2018 | ClassificationCredit score | CodeCode Available | 0 |
| Modelling Latent Travel Behaviour Characteristics with Generative Machine Learning | Sep 15, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Numeral Understanding in Financial Tweets for Fine-grained Crowd-based Forecasting | Sep 14, 2018 | Decision MakingFinancial Analysis | —Unverified | 0 |
| Analytical Formulations for the Level Based Weighted Average Value of Discrete Trapezoidal Fuzzy Numbers | Sep 13, 2018 | Decision Making | —Unverified | 0 |
| Foraging as an evidence accumulation process | Sep 13, 2018 | Decision Making | —Unverified | 0 |
| The Ladder Theory of Behavioral Decision Making | Sep 13, 2018 | Decision Making | —Unverified | 0 |
| Focus Group on Artificial Intelligence for Health | Sep 13, 2018 | Decision Making | —Unverified | 0 |
| Distributed Chernoff Test: Optimal decision systems over networks | Sep 12, 2018 | Decision MakingQuantization | —Unverified | 0 |