| A Machine Learning based Robust Prediction Model for Real-life Mobile Phone Data | Feb 11, 2019 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Context-Aware Visual Compatibility Prediction | Feb 10, 2019 | Graph Neural NetworkMetric Learning | CodeCode Available | 0 |
| Generating the support with extreme value losses | Feb 8, 2019 | Prediction | CodeCode Available | 0 |
| Skeleton-Based Online Action Prediction Using Scale Selection Network | Feb 8, 2019 | PredictionSkeleton Based Action Recognition | —Unverified | 0 |
| A Smoother Way to Train Structured Prediction Models | Feb 8, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Link Prediction via Higher-Order Motif Features | Feb 8, 2019 | General ClassificationLink Prediction | CodeCode Available | 0 |
| Crop Yield Prediction Using Deep Neural Networks | Feb 7, 2019 | Crop Yield Predictionfeature selection | CodeCode Available | 0 |
| Multi-Kernel Prediction Networks for Denoising of Burst Images | Feb 5, 2019 | Computational EfficiencyDenoising | CodeCode Available | 0 |
| Gradient Boosting to Boost the Efficiency of Hydraulic Fracturing | Feb 5, 2019 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| WideDTA: prediction of drug-target binding affinity | Feb 4, 2019 | Deep LearningDrug Discovery | CodeCode Available | 0 |
| Is Image Memorability Prediction Solved? | Jan 31, 2019 | Prediction | —Unverified | 0 |
| Visual Rhythm Prediction with Feature-Aligning Network | Jan 29, 2019 | Optical Flow EstimationPrediction | —Unverified | 0 |
| Predictive Maintenance in Photovoltaic Plants with a Big Data Approach | Jan 29, 2019 | ClusteringPrediction | —Unverified | 0 |
| Simultaneous prediction of multiple outcomes using revised stacking algorithms | Jan 29, 2019 | Prediction | —Unverified | 0 |
| Representation Transfer for Differentially Private Drug Sensitivity Prediction | Jan 29, 2019 | BIG-bench Machine LearningCancer type classification | —Unverified | 0 |
| GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks | Jan 26, 2019 | Generative Adversarial NetworkLink Prediction | CodeCode Available | 0 |
| SelectiveNet: A Deep Neural Network with an Integrated Reject Option | Jan 26, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Empowering individual trait prediction using interactions | Jan 25, 2019 | Dimensionality ReductionEpidemiology | —Unverified | 0 |
| A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction | Jan 25, 2019 | ClusteringPrediction | —Unverified | 0 |
| Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction | Jan 24, 2019 | Meta-LearningPrediction | CodeCode Available | 0 |
| AspeRa: Aspect-based Rating Prediction Model | Jan 23, 2019 | modelPrediction | —Unverified | 0 |
| Error-Correcting Neural Sequence Prediction | Jan 21, 2019 | Image CaptioningLanguage Modelling | —Unverified | 0 |
| GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction | Jan 20, 2019 | Prediction | CodeCode Available | 0 |
| Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting | Jan 20, 2019 | PredictionTraffic Prediction | CodeCode Available | 0 |
| Protein Classification using Machine Learning and Statistical Techniques: A Comparative Analysis | Jan 18, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Transfer Learning and Meta Classification Based Deep Churn Prediction System for Telecom Industry | Jan 18, 2019 | General ClassificationPrediction | —Unverified | 0 |
| Monocular Outdoor Semantic Mapping with a Multi-task Network | Jan 17, 2019 | 3D ReconstructionAutonomous Driving | —Unverified | 0 |
| Disentangling Video with Independent Prediction | Jan 17, 2019 | Prediction | —Unverified | 0 |
| Uncertainty-Aware Driver Trajectory Prediction at Urban Intersections | Jan 16, 2019 | Mixture-of-ExpertsPrediction | —Unverified | 0 |
| SISC: End-to-end Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells | Jan 15, 2019 | Computed Tomography (CT)Decision Making | —Unverified | 0 |
| A Self-Correcting Deep Learning Approach to Predict Acute Conditions in Critical Care | Jan 14, 2019 | Prediction | —Unverified | 0 |
| Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models | Jan 14, 2019 | Caption GenerationLanguage Modeling | —Unverified | 0 |
| Personalized Colorectal Cancer Survivability Prediction with Machine Learning Methods | Jan 12, 2019 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| Enhancing Explainability of Neural Networks through Architecture Constraints | Jan 12, 2019 | Prediction | —Unverified | 0 |
| What comes next? Extractive summarization by next-sentence prediction | Jan 12, 2019 | Extractive SummarizationInformativeness | —Unverified | 0 |
| User Intent Prediction in Information-seeking Conversations | Jan 11, 2019 | Conversational SearchFeature Engineering | CodeCode Available | 0 |
| Fusion Strategies for Learning User Embeddings with Neural Networks | Jan 8, 2019 | Prediction | —Unverified | 0 |
| Location-Centered House Price Prediction: A Multi-Task Learning Approach | Jan 7, 2019 | Multi-Task LearningPrediction | —Unverified | 0 |
| Performance prediction of data streams on high-performance architecture | Jan 7, 2019 | BenchmarkingDimensionality Reduction | —Unverified | 0 |
| Human Pose Estimation with Spatial Contextual Information | Jan 7, 2019 | Graph Neural NetworkPose Estimation | —Unverified | 0 |
| Mutual Context Network for Jointly Estimating Egocentric Gaze and Actions | Jan 7, 2019 | Action RecognitionGaze Prediction | —Unverified | 0 |
| A unified framework of epidemic spreading prediction by empirical mode decomposition based ensemble learning techniques | Jan 3, 2019 | Ensemble LearningPrediction | —Unverified | 0 |
| A Neural Network Based Explainable Recommender System | Dec 31, 2018 | Collaborative FilteringFeature Engineering | —Unverified | 0 |
| Deep Frame Prediction for Video Coding | Dec 31, 2018 | DecoderPrediction | —Unverified | 0 |
| Comparison between DeepESNs and gated RNNs on multivariate time-series prediction | Dec 30, 2018 | PredictionTime Series | —Unverified | 0 |
| Space Expansion of Feature Selection for Designing more Accurate Error Predictors | Dec 30, 2018 | feature selectionPrediction | —Unverified | 0 |
| Drug cell line interaction prediction | Dec 28, 2018 | Drug DiscoveryPrediction | CodeCode Available | 0 |
| Multi-task Prediction of Patient Workload | Dec 27, 2018 | Decision MakingMulti-Task Learning | —Unverified | 0 |
| Prediction of Industrial Process Parameters using Artificial Intelligence Algorithms | Dec 26, 2018 | Predictionregression | —Unverified | 0 |
| Using an Ancillary Neural Network to Capture Weekends and Holidays in an Adjoint Neural Network Architecture for Intelligent Building Management | Dec 26, 2018 | ManagementPrediction | —Unverified | 0 |