| Improving Orbit Prediction Accuracy through Supervised Machine Learning | Jan 15, 2018 | BIG-bench Machine LearningCollision Avoidance | —Unverified | 0 |
| Brain Age Prediction Based on Resting-State Functional Connectivity Patterns Using Convolutional Neural Networks | Jan 11, 2018 | Deep LearningFunctional Connectivity | —Unverified | 0 |
| Improved English to Russian Translation by Neural Suffix Prediction | Jan 11, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Data-driven forecasting of solar irradiance | Jan 10, 2018 | Predictionregression | —Unverified | 0 |
| Graph Memory Networks for Molecular Activity Prediction | Jan 8, 2018 | Activity PredictionDrug Design | —Unverified | 0 |
| Probabilistic supervised learning | Jan 2, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A novel improved fuzzy support vector machine based stock price trend forecast model | Jan 2, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Prediction Under Uncertainty with Error Encoding Networks | Jan 1, 2018 | PredictionVideo Prediction | —Unverified | 0 |
| Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction | Jan 1, 2018 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| Automatically Inferring Data Quality for Spatiotemporal Forecasting | Jan 1, 2018 | PredictionTraffic Prediction | —Unverified | 0 |
| Unsupervised Hierarchical Video Prediction | Jan 1, 2018 | PredictionVideo Prediction | —Unverified | 0 |
| Multiscale Hidden Markov Models For Covariance Prediction | Jan 1, 2018 | Prediction | —Unverified | 0 |
| Link Weight Prediction with Node Embeddings | Jan 1, 2018 | Deep LearningGraph Mining | —Unverified | 0 |
| Residual Loss Prediction: Reinforcement Learning With No Incremental Feedback | Jan 1, 2018 | Multi-Armed BanditsPrediction | CodeCode Available | 0 |
| Reward Estimation via State Prediction | Jan 1, 2018 | Predictionreinforcement-learning | —Unverified | 0 |
| Self-Supervised Learning of Object Motion Through Adversarial Video Prediction | Jan 1, 2018 | ObjectPrediction | —Unverified | 0 |
| A Context-Aware User-Item Representation Learning for Item Recommendation | Dec 29, 2017 | PredictionRepresentation Learning | CodeCode Available | 0 |
| Kernel Robust Bias-Aware Prediction under Covariate Shift | Dec 28, 2017 | Prediction | —Unverified | 0 |
| Connecting Software Metrics across Versions to Predict Defects | Dec 28, 2017 | Prediction | —Unverified | 0 |
| DeepIEP: a Peptide Sequence Model of Isoelectric Point (IEP/pI) using Recurrent Neural Networks (RNNs) | Dec 27, 2017 | PositionPrediction | CodeCode Available | 0 |
| A Framework for Software Defect Prediction and Metric Selection | Dec 27, 2017 | Prediction | —Unverified | 0 |
| Source-side Prediction for Neural Headline Generation | Dec 22, 2017 | DecoderHeadline Generation | —Unverified | 0 |
| Predicting Triple Scoring with Crowdsourcing-specific Features - The fiddlehead Triple Scorer at WSDM Cup 2017 | Dec 22, 2017 | Prediction | —Unverified | 0 |
| Taking Visual Motion Prediction To New Heightfields | Dec 22, 2017 | motion predictionPrediction | —Unverified | 0 |
| Profit Driven Decision Trees for Churn Prediction | Dec 21, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |