| Explainable artificial intelligence model to predict acute critical illness from electronic health records | Dec 3, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Integrating Motion into Vision Models for Better Visual Prediction | Dec 3, 2019 | Prediction | —Unverified | 0 |
| "How do urban incidents affect traffic speed?" A Deep Graph Convolutional Network for Incident-driven Traffic Speed Prediction | Dec 3, 2019 | Prediction | —Unverified | 0 |
| Event Ticket Price Prediction with Deep Neural Network on Spatial-Temporal Sparse Data | Dec 3, 2019 | MarketingPrediction | —Unverified | 0 |
| DeepAtom: A Framework for Protein-Ligand Binding Affinity Prediction | Dec 1, 2019 | Drug DesignDrug Discovery | CodeCode Available | 0 |
| Multiple Futures Prediction | Dec 1, 2019 | motion predictionPrediction | CodeCode Available | 0 |
| Short Term Prediction of Parking Area states Using Real Time Data and Machine Learning Techniques | Nov 29, 2019 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Systematic external evaluation of published population pharmacokinetic models for tacrolimus in adult liver transplant recipients | Nov 29, 2019 | Prediction | —Unverified | 0 |
| Learning Structured Representations of Spatial and Interactive Dynamics for Trajectory Prediction in Crowded Scenes | Nov 29, 2019 | motion predictionPrediction | CodeCode Available | 0 |
| Predicting Performance of Software Configurations: There is no Silver Bullet | Nov 28, 2019 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Single Sample Feature Importance: An Interpretable Algorithm for Low-Level Feature Analysis | Nov 27, 2019 | Feature ImportancePrediction | —Unverified | 0 |
| AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration | Nov 27, 2019 | PredictionRepresentation Learning | CodeCode Available | 0 |
| ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context | Nov 27, 2019 | Prediction | CodeCode Available | 0 |
| Recursive Prediction of Graph Signals with Incoming Nodes | Nov 26, 2019 | Predictionregression | —Unverified | 0 |
| Generative Temporal Link Prediction via Self-tokenized Sequence Modeling | Nov 26, 2019 | Link PredictionPrediction | —Unverified | 0 |
| Effective Decoding in Graph Auto-Encoder using Triadic Closure | Nov 26, 2019 | ClusteringDecoder | —Unverified | 0 |
| Filling Conversation Ellipsis for Better Social Dialog Understanding | Nov 25, 2019 | PredictionSemantic Role Labeling | —Unverified | 0 |
| Time-aware Gradient Attack on Dynamic Network Link Prediction | Nov 24, 2019 | Adversarial AttackLink Prediction | —Unverified | 0 |
| Algorithmic Bias in Recidivism Prediction: A Causal Perspective | Nov 24, 2019 | Causal InferenceFairness | —Unverified | 0 |
| PAC learning with stable and private predictions | Nov 24, 2019 | Binary ClassificationPAC learning | —Unverified | 0 |
| AttKGCN: Attribute Knowledge Graph Convolutional Network for Person Re-identification | Nov 24, 2019 | AttributePerson Re-Identification | —Unverified | 0 |
| On Symbiosis of Attribute Prediction and Semantic Segmentation | Nov 23, 2019 | AttributeBenchmarking | —Unverified | 0 |
| Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration | Nov 22, 2019 | PredictionTraffic Prediction | —Unverified | 0 |
| Finite-Time 4-Expert Prediction Problem | Nov 22, 2019 | Prediction | —Unverified | 0 |
| Predictive Coding as Stimulus Avoidance in Spiking Neural Networks | Nov 21, 2019 | PredictionTemporal Sequences | —Unverified | 0 |
| Unsupervised Monocular Depth Prediction for Indoor Continuous Video Streams | Nov 20, 2019 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Towards Physics-informed Deep Learning for Turbulent Flow Prediction | Nov 20, 2019 | Deep LearningPrediction | CodeCode Available | 0 |
| A CNN-RNN Framework for Crop Yield Prediction | Nov 20, 2019 | Crop Yield PredictionManagement | CodeCode Available | 0 |
| Towards unstructured mortality prediction with free-text clinical notes | Nov 19, 2019 | Mortality PredictionPrediction | —Unverified | 0 |
| Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction | Nov 19, 2019 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Survival and Neural Models for Private Equity Exit Prediction | Nov 19, 2019 | PredictionSurvival Analysis | —Unverified | 0 |
| Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network | Nov 19, 2019 | Autonomous VehiclesDriver Identification | CodeCode Available | 0 |
| Deep interval prediction model with gradient descend optimization method for short-term wind power prediction | Nov 19, 2019 | Prediction | —Unverified | 0 |
| Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models | Nov 18, 2019 | Anomaly DetectionAutonomous Driving | —Unverified | 0 |
| Justification-Based Reliability in Machine Learning | Nov 18, 2019 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Accurate Trajectory Prediction for Autonomous Vehicles | Nov 18, 2019 | Autonomous VehiclesPrediction | —Unverified | 0 |
| Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series | Nov 18, 2019 | ImputationMissing Values | —Unverified | 0 |
| Prediction Focused Topic Models for Electronic Health Records | Nov 15, 2019 | PredictionTopic Models | —Unverified | 0 |
| Uncertainty on Asynchronous Time Event Prediction | Nov 13, 2019 | Anomaly DetectionPrediction | CodeCode Available | 0 |
| A Convergent Off-Policy Temporal Difference Algorithm | Nov 13, 2019 | PredictionReinforcement Learning | CodeCode Available | 0 |
| Predictive Multi-level Patient Representations from Electronic Health Records | Nov 12, 2019 | Prediction | —Unverified | 0 |
| Throughput Prediction of Asynchronous SGD in TensorFlow | Nov 12, 2019 | image-classificationImage Classification | —Unverified | 0 |
| Experience-Embedded Visual Foresight | Nov 12, 2019 | PredictionVideo Prediction | —Unverified | 0 |
| Adaptive Probabilistic Vehicle Trajectory Prediction Through Physically Feasible Bayesian Recurrent Neural Network | Nov 11, 2019 | Autonomous DrivingPrediction | —Unverified | 0 |
| Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution | Nov 11, 2019 | PredictionTime Series | CodeCode Available | 0 |
| GMAN: A Graph Multi-Attention Network for Traffic Prediction | Nov 11, 2019 | DecoderImage Dehazing | CodeCode Available | 0 |
| Deep Learning Decoding of Mental State in Non-invasive Brain Computer Interface | Nov 11, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Decompressing Knowledge Graph Representations for Link Prediction | Nov 11, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Correcting Sociodemographic Selection Biases for Population Prediction from Social Media | Nov 10, 2019 | PredictionSelection bias | CodeCode Available | 0 |
| Human Driver Behavior Prediction based on UrbanFlow | Nov 9, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |