| Privacy-Preserving Collaborative Prediction using Random Forests | Nov 21, 2018 | PredictionPrivacy Preserving | —Unverified | 0 |
| Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience | Nov 18, 2018 | Prediction | CodeCode Available | 0 |
| Link Prediction in Dynamic Graphs for Recommendation | Nov 17, 2018 | Link PredictionPrediction | —Unverified | 0 |
| Mean Square Prediction Error of Misspecified Gaussian Process Models | Nov 16, 2018 | Predictionregression | —Unverified | 0 |
| Spatio-temporal Stacked LSTM for Temperature Prediction in Weather Forecasting | Nov 15, 2018 | PredictionTime Series | —Unverified | 0 |
| A Neurodynamic model of Saliency prediction in V1 | Nov 15, 2018 | modelPrediction | CodeCode Available | 0 |
| Graph Convolutional Neural Networks for Polymers Property Prediction | Nov 15, 2018 | BIG-bench Machine LearningDielectric Constant | —Unverified | 0 |
| Leveraging Aspect Phrase Embeddings for Cross-Domain Review Rating Prediction | Nov 14, 2018 | Prediction | —Unverified | 0 |
| Model-guided Multi-path Knowledge Aggregation for Aerial Saliency Prediction | Nov 14, 2018 | Aerial Video Saliency PredictionPrediction | —Unverified | 0 |
| Domain Agnostic Real-Valued Specificity Prediction | Nov 13, 2018 | Dialogue GenerationDomain Adaptation | CodeCode Available | 0 |
| Recurrent Multi-Graph Neural Networks for Travel Cost Prediction | Nov 13, 2018 | Prediction | —Unverified | 0 |
| Not Just Depressed: Bipolar Disorder Prediction on Reddit | Nov 12, 2018 | Prediction | —Unverified | 0 |
| A Perceptual Prediction Framework for Self Supervised Event Segmentation | Nov 12, 2018 | Action LocalizationAction Recognition | CodeCode Available | 0 |
| Machine Learning with Abstention for Automated Liver Disease Diagnosis | Nov 11, 2018 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction | Nov 9, 2018 | PredictionTime Series | —Unverified | 0 |
| Prediction of ESG Compliance using a Heterogeneous Information Network | Nov 9, 2018 | ManagementPrediction | —Unverified | 0 |
| Implicit Argument Prediction as Reading Comprehension | Nov 8, 2018 | PredictionReading Comprehension | CodeCode Available | 0 |
| Real time Traffic Flow Parameters Prediction with Basic Safety Messages at Low Penetration of Connected Vehicles | Nov 8, 2018 | Prediction | —Unverified | 0 |
| Federated Learning for Mobile Keyboard Prediction | Nov 8, 2018 | Federated LearningLanguage Modeling | CodeCode Available | 0 |
| View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions | Nov 7, 2018 | 3D Point Cloud Linear ClassificationPrediction | —Unverified | 0 |
| Distributionally Robust Graphical Models | Nov 7, 2018 | PredictionStructured Prediction | —Unverified | 0 |
| TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents | Nov 6, 2018 | Autonomous VehiclesNavigate | —Unverified | 0 |
| DeepConv-DTI: Prediction of drug-target interactions via deep learning with convolution on protein sequences | Nov 6, 2018 | Drug DiscoveryPrediction | —Unverified | 0 |
| Online Off-policy Prediction | Nov 6, 2018 | Prediction | —Unverified | 0 |
| Convolutional Neural Networks for Epileptic Seizure Prediction | Nov 2, 2018 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Deep Structured Prediction with Nonlinear Output Transformations | Nov 1, 2018 | PredictionSemantic Segmentation | CodeCode Available | 0 |
| Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction | Nov 1, 2018 | BIG-bench Machine LearningComputational Efficiency | —Unverified | 0 |
| Independent Vector Analysis for Data Fusion Prior to Molecular Property Prediction with Machine Learning | Nov 1, 2018 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 0 |
| Survey on Vision-based Path Prediction | Nov 1, 2018 | PredictionSurvey | —Unverified | 0 |
| Understanding Deep Neural Networks through Input Uncertainties | Oct 31, 2018 | PredictionSensitivity | —Unverified | 0 |
| DOLORES: Deep Contextualized Knowledge Graph Embeddings | Oct 31, 2018 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Ionospheric activity prediction using convolutional recurrent neural networks | Oct 31, 2018 | Activity PredictionPrediction | CodeCode Available | 0 |
| Adaptive Transfer Learning in Deep Neural Networks: Wind Power Prediction using Knowledge Transfer from Region to Region and Between Different Task Domains | Oct 30, 2018 | PredictionTransfer Learning | —Unverified | 0 |
| Nonlinear Prediction of Multidimensional Signals via Deep Regression with Applications to Image Coding | Oct 30, 2018 | Predictionregression | —Unverified | 0 |
| Automated Diagnosis of Lymphoma with Digital Pathology Images Using Deep Learning | Oct 30, 2018 | Deep LearningDiagnostic | —Unverified | 0 |
| A Framework for Probabilistic Generic Traffic Scene Prediction | Oct 30, 2018 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks | Oct 29, 2018 | ClusteringMachine Translation | —Unverified | 0 |
| Learning with Analytical Models | Oct 28, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction | Oct 28, 2018 | counterfactualPrediction | —Unverified | 0 |
| Textually Guided Ranking Network for Attentional Image Retweet Modeling | Oct 24, 2018 | Prediction | —Unverified | 0 |
| Multistep Speed Prediction on Traffic Networks: A Graph Convolutional Sequence-to-Sequence Learning Approach with Attention Mechanism | Oct 24, 2018 | Prediction | —Unverified | 0 |
| A Statistical Approach to Adult Census Income Level Prediction | Oct 23, 2018 | Predictionvalid | CodeCode Available | 0 |
| Comparative Evaluation of Tree-Based Ensemble Algorithms for Short-Term Travel Time Prediction | Oct 23, 2018 | Prediction | —Unverified | 0 |
| Knowledge Graph Completion to Predict Polypharmacy Side Effects | Oct 22, 2018 | Knowledge Graph CompletionPrediction | —Unverified | 0 |
| MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare | Oct 22, 2018 | Disease PredictionPrediction | CodeCode Available | 0 |
| Ensemble Method for Censored Demand Prediction | Oct 22, 2018 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| A Regressive Convolution Neural network and Support Vector Regression Model for Electricity Consumption Forecasting | Oct 21, 2018 | ManagementPrediction | CodeCode Available | 0 |
| Fairness for Whom? Critically reframing fairness with Nash Welfare Product | Oct 19, 2018 | Binary ClassificationFairness | —Unverified | 0 |
| A Periodicity-based Parallel Time Series Prediction Algorithm in Cloud Computing Environments | Oct 17, 2018 | Cloud ComputingData Compression | —Unverified | 0 |
| Reduced-Gate Convolutional LSTM Using Predictive Coding for Spatiotemporal Prediction | Oct 16, 2018 | PredictionVideo Prediction | CodeCode Available | 0 |