| Explainable AI Enabled Inspection of Business Process Prediction Models | Jul 16, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Autonomy 2.0: Why is self-driving always 5 years away? | Jul 16, 2021 | Decision MakingImage Generation | —Unverified | 0 |
| Privacy-preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach | Jul 16, 2021 | Decision MakingFederated Learning | —Unverified | 0 |
| Is attention to bounding boxes all you need for pedestrian action prediction? | Jul 16, 2021 | AllAutonomous Vehicles | CodeCode Available | 0 |
| Auto-detecting groups based on textual similarity for group recommendations | Jul 15, 2021 | Decision MakingRecommendation Systems | —Unverified | 0 |
| High-level Decisions from a Safe Maneuver Catalog with Reinforcement Learning for Safe and Cooperative Automated Merging | Jul 15, 2021 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Personalized and Reliable Decision Sets: Enhancing Interpretability in Clinical Decision Support Systems | Jul 15, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| USCO-Solver: Solving Undetermined Stochastic Combinatorial Optimization Problems | Jul 15, 2021 | Combinatorial OptimizationDecision Making | CodeCode Available | 0 |
| GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-ray Images | Jul 14, 2021 | Decision Making | CodeCode Available | 0 |
| Fairness in Ranking under Uncertainty | Jul 14, 2021 | Decision MakingFairness | CodeCode Available | 1 |
| Inverse Contextual Bandits: Learning How Behavior Evolves over Time | Jul 13, 2021 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales | Jul 13, 2021 | Decision Making | CodeCode Available | 1 |
| AutoScore-Imbalance: An interpretable machine learning tool for development of clinical scores with rare events data | Jul 13, 2021 | Decision MakingInterpretable Machine Learning | CodeCode Available | 0 |
| Calibrated Uncertainty for Molecular Property Prediction using Ensembles of Message Passing Neural Networks | Jul 13, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Scalable, Axiomatic Explanations of Deep Alzheimer's Diagnosis from Heterogeneous Data | Jul 13, 2021 | Decision Making | CodeCode Available | 0 |
| What classifiers know what they don't? | Jul 13, 2021 | Decision Making | CodeCode Available | 0 |
| Recent Advances in Leveraging Human Guidance for Sequential Decision-Making Tasks | Jul 13, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Q-SMASH: Q-Learning-based Self-Adaptation of Human-Centered Internet of Things | Jul 13, 2021 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Clustering-Based Representation Learning through Output Translation and Its Application to Remote--Sensing Images | Jul 13, 2021 | ClusteringDecision Making | CodeCode Available | 0 |
| Fairness-aware Summarization for Justified Decision-Making | Jul 13, 2021 | Data PoisoningDecision Making | —Unverified | 0 |
| Calibrating Predictions to Decisions: A Novel Approach to Multi-Class Calibration | Jul 12, 2021 | Decision Making | —Unverified | 0 |
| Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses | Jul 12, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Reinforcement Learning based Proactive Control for Transmission Grid Resilience to Wildfire | Jul 12, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal | Jul 12, 2021 | Decision MakingGraph Representation Learning | —Unverified | 0 |
| Metalearning Linear Bandits by Prior Update | Jul 12, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Investor Behavior Modeling by Analyzing Financial Advisor Notes: A Machine Learning Perspective | Jul 12, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous Driving | Jul 11, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Using Causal Analysis for Conceptual Deep Learning Explanation | Jul 10, 2021 | Causal InferenceClinical Knowledge | CodeCode Available | 0 |
| Score refinement for confidence-based 3D multi-object tracking | Jul 9, 2021 | 3D Multi-Object TrackingAutonomous Navigation | CodeCode Available | 1 |
| Inferring Probabilistic Reward Machines from Non-Markovian Reward Processes for Reinforcement Learning | Jul 9, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Escaping the Impossibility of Fairness: From Formal to Substantive Algorithmic Fairness | Jul 9, 2021 | Decision MakingFairness | —Unverified | 0 |
| Extremum-Seeking Adaptive-Droop for Model-free and Localized Volt-VAR Optimization | Jul 9, 2021 | Decision Making | —Unverified | 0 |
| Efficient Real-Time Image Recognition Using Collaborative Swarm of UAVs and Convolutional Networks | Jul 9, 2021 | Decision Making | —Unverified | 0 |
| Prediction of butt rot volume in Norway spruce forest stands using harvester, remotely sensed and environmental data | Jul 9, 2021 | Decision MakingManagement | —Unverified | 0 |
| How to choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice | Jul 9, 2021 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| BF-QC: Belief Functions on Quantum Circuits | Jul 8, 2021 | Decision Making | —Unverified | 0 |
| Pragmatic Image Compression for Human-in-the-Loop Decision-Making | Jul 7, 2021 | Car RacingDecision Making | CodeCode Available | 0 |
| A Decision Model for Decentralized Autonomous Organization Platform Selection: Three Industry Case Studies | Jul 7, 2021 | Decision Making | —Unverified | 0 |
| Prediction of Blood Lactate Values in Critically Ill Patients: A Retrospective Multi-center Cohort Study | Jul 7, 2021 | Decision Making | —Unverified | 0 |
| Hub and Spoke Logistics Network Design for Urban Region with Clustering-Based Approach | Jul 7, 2021 | ClusteringDecision Making | —Unverified | 0 |
| Levels of explainable artificial intelligence for human-aligned conversational explanations | Jul 7, 2021 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Neural Contextual Bandits without Regret | Jul 7, 2021 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| IGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control | Jul 6, 2021 | Cloud ComputingDecision Making | CodeCode Available | 1 |
| Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification | Jul 6, 2021 | ClassificationDecision Making | —Unverified | 0 |
| From Zero to The Hero: A Collaborative Market Aware Recommendation System for Crowd Workers | Jul 6, 2021 | Decision Making | —Unverified | 0 |
| Evaluating subgroup disparity using epistemic uncertainty in mammography | Jul 6, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis | Jul 6, 2021 | Decision Makingimage-classification | CodeCode Available | 0 |
| A Model-Driven Approach to Machine Learning and Software Modeling for the IoT | Jul 6, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography | Jul 6, 2021 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Identifying negativity factors from social media text corpus using sentiment analysis method | Jul 6, 2021 | Decision MakingSentiment Analysis | —Unverified | 0 |