| Recursive Tree Grammar Autoencoders | Dec 3, 2020 | DecoderDrug Discovery | CodeCode Available | 0 |
| RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks | Dec 2, 2020 | Feature EngineeringTime Series | —Unverified | 0 |
| Fast Automatic Feature Selection for Multi-Period Sliding Window Aggregate in Time Series | Dec 2, 2020 | feature selectionTime Series | —Unverified | 0 |
| Assessing Social License to Operate from the Public Discourse on Social Media | Dec 1, 2020 | text-classificationText Classification | —Unverified | 0 |
| What went wrong and when?\\ Instance-wise feature importance for time-series black-box models | Dec 1, 2020 | counterfactualFeature Importance | —Unverified | 0 |
| Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes | Dec 1, 2020 | Activity RecognitionGeneral Classification | CodeCode Available | 0 |
| Causal analysis of Covid-19 Spread in Germany | Dec 1, 2020 | feature selectionTime Series | —Unverified | 0 |
| Normalizing Kalman Filters for Multivariate Time Series Analysis | Dec 1, 2020 | Deep LearningState Space Models | —Unverified | 0 |
| Named-Entity Based Sentiment Analysis of Nepali News Media Texts | Dec 1, 2020 | Diversitynamed-entity-recognition | —Unverified | 0 |
| Modeling Evolution of Message Interaction for Rumor Resolution | Dec 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Market Comment Generation from Data with Noisy Alignments | Dec 1, 2020 | Comment GenerationSentence | —Unverified | 0 |
| Deep Rao-Blackwellised Particle Filters for Time Series Forecasting | Dec 1, 2020 | DecoderTime Series | —Unverified | 0 |
| Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings | Dec 1, 2020 | Functional ConnectivityTime Series | CodeCode Available | 0 |
| STEER : Simple Temporal Regularization For Neural ODE | Dec 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Unfolding recurrence by Green’s functions for optimized reservoir computing | Dec 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Survey on Principles, Models and Methods for Learning from Irregularly Sampled Time Series | Nov 30, 2020 | AstronomyBIG-bench Machine Learning | —Unverified | 0 |
| Nowcasting Networks | Nov 27, 2020 | Outlier DetectionTime Series | CodeCode Available | 0 |
| An Equilibrium Model for the Cross-Section of Liquidity Premia | Nov 27, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Functional Time Series Forecasting: Functional Singular Spectrum Analysis Approaches | Nov 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| 4D Human Body Capture from Egocentric Video via 3D Scene Grounding | Nov 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Exploring grid topology reconfiguration using a simple deep reinforcement learning approach | Nov 26, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Explainable Tensorized Neural Ordinary Differential Equations forArbitrary-step Time Series Prediction | Nov 26, 2020 | PredictionTime Series | CodeCode Available | 0 |
| Unsupervised learning for economic risk evaluation in the context of Covid-19 pandemic | Nov 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Feature space approximation for kernel-based supervised learning | Nov 25, 2020 | regressionTime Series | CodeCode Available | 0 |
| Early Detection of Thermoacoustic Instabilities in a Cryogenic Rocket Thrust Chamber using Combustion Noise Features and Machine Learning | Nov 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Gaussian Processes for Traffic Speed Prediction at Different Aggregation Levels | Nov 24, 2020 | Gaussian ProcessesManagement | —Unverified | 0 |
| CASU2Net: Cascaded Unification Network by a Two-step Early Fusion for Fault Detection in Offshore Wind Turbines | Nov 24, 2020 | Fault DetectionTime Series | —Unverified | 0 |
| A Non-linear Function-on-Function Model for Regression with Time Series Data | Nov 24, 2020 | regressionTime Series | —Unverified | 0 |
| RTFN: A Robust Temporal Feature Network for Time Series Classification | Nov 24, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Discovering Hidden Physics Behind Transport Dynamics | Nov 24, 2020 | Optical Flow EstimationTime Series | —Unverified | 0 |
| Deep Sequence Learning for Accurate Gestational Age Estimation from a \$25 Doppler Device | Nov 24, 2020 | Age EstimationTime Series | —Unverified | 0 |
| Asymmetric excitation of left- and right-tail extreme events probed using a Hawkes model: application to financial returns | Nov 24, 2020 | AttributeTime Series | —Unverified | 0 |
| Scalable Hybrid Hidden Markov Model with Gaussian Process Emission for Sequential Time-series Observations | Nov 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Data Imputation: A Survey on Deep Learning Approaches | Nov 23, 2020 | Data IntegrationDeep Learning | —Unverified | 0 |
| Marginalised Spectral Mixture Kernels with Nested Sampling | Nov 23, 2020 | Prediction Intervalsregression | —Unverified | 0 |
| Analysis of Empirical Mode Decomposition-based Load and Renewable Time Series Forecasting | Nov 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Continuous Ant-Based Neural Topology Search | Nov 21, 2020 | Neural Architecture SearchTime Series | —Unverified | 0 |
| Central and Non-central Limit Theorems arising from the Scattering Transform and its Neural Activation Generalization | Nov 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Worrying Analysis of Probabilistic Time-series Models for Sales Forecasting | Nov 21, 2020 | Feature EngineeringTime Series | —Unverified | 0 |
| Combining Deep Transfer Learning with Signal-image Encoding for Multi-Modal Mental Wellbeing Classification | Nov 20, 2020 | Emotion ClassificationGeneral Classification | —Unverified | 0 |
| Two-Step Meta-Learning for Time-Series Forecasting Ensemble | Nov 20, 2020 | DiversityMeta-Learning | —Unverified | 0 |
| Deep Directed Information-Based Learning for Privacy-Preserving Smart Meter Data Release | Nov 20, 2020 | Privacy PreservingTime Series | —Unverified | 0 |
| A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data | Nov 18, 2020 | Decision MakingICU Admission | CodeCode Available | 0 |
| Visual Time Series Forecasting: An Image-driven Approach | Nov 18, 2020 | QuantizationTime Series | —Unverified | 0 |
| Distributional uncertainty of the financial time series measured by G-expectation | Nov 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Two-Way Transformed Factor Model for Matrix-Variate Time Series | Nov 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improved Grey System Models for Predicting Traffic Parameters | Nov 18, 2020 | ManagementTime Series | —Unverified | 0 |
| Phenotyping Clusters of Patient Trajectories suffering from Chronic Complex Disease | Nov 17, 2020 | ClusteringTime Series | —Unverified | 0 |
| Distributed Online Learning with Multiple Kernels | Nov 17, 2020 | Privacy PreservingTime Series | —Unverified | 0 |
| Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions Using Residual Neural Networks | Nov 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |