| High-Dimensional Granger Causality Tests with an Application to VIX and News | Dec 13, 2019 | regressionTime Series | CodeCode Available | 1 |
| CORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary Coding | Dec 12, 2019 | Autonomous VehiclesData Compression | CodeCode Available | 0 |
| Modified Computation of Correlation Integral for Analyzing Epileptic Signals | Dec 12, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Changes to the extreme and erratic behaviour of cryptocurrencies during COVID-19 | Dec 12, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2 | Dec 11, 2019 | ManagementTime Series | —Unverified | 0 |
| Classification des Séries Temporelles Incertaines par Transformation Shapelet | Dec 11, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| The Wasserstein-Fourier Distance for Stationary Time Series | Dec 11, 2019 | Data AugmentationDimensionality Reduction | CodeCode Available | 0 |
| Towards Better Forecasting by Fusing Near and Distant Future Visions | Dec 11, 2019 | DecoderMultivariate Time Series Forecasting | CodeCode Available | 0 |
| Diffeomorphic Temporal Alignment Nets | Dec 10, 2019 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 0 |
| Machine learning models show similar performance to Renewables.ninja for generation of long-term wind power time series even without location information | Dec 9, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An empirical study of neural networks for trend detection in time series | Dec 9, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| InfoCNF: An Efficient Conditional Continuous Normalizing Flow with Adaptive Solvers | Dec 9, 2019 | Conditional Image GenerationImage Generation | —Unverified | 0 |
| Open-domain Event Extraction and Embedding for Natural Gas Market Prediction | Dec 8, 2019 | Event ExtractionSentence | CodeCode Available | 0 |
| Data Exploration and Validation on dense knowledge graphs for biomedical research | Dec 8, 2019 | Knowledge GraphsTime Series | —Unverified | 0 |
| Modeling the Chlorophyll-a from Sea Surface Reflectance in West Africa by Deep Learning Methods: A Comparison of Multiple Algorithms | Dec 6, 2019 | Deep LearningRetrieval | —Unverified | 0 |
| Improved PAC-Bayesian Bounds for Linear Regression | Dec 6, 2019 | regressionTime Series | —Unverified | 0 |
| Reinforcement Learning with Convolutional Reservoir Computing | Dec 5, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Warped Input Gaussian Processes for Time Series Forecasting | Dec 5, 2019 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Clustering Time-Series by a Novel Slope-Based Similarity Measure Considering Particle Swarm Optimization | Dec 5, 2019 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Using Machine Learning to Assess Short Term Causal Dependence and Infer Network Links | Dec 5, 2019 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Detecting Hardly Visible Roads in Low-Resolution Satellite Time Series Data | Dec 4, 2019 | Ordinal ClassificationTime Series | —Unverified | 0 |
| Regression with Uncertainty Quantification in Large Scale Complex Data | Dec 4, 2019 | Age Estimationregression | —Unverified | 0 |
| Classifying Pattern and Feature Properties to Get a Θ(n) Checker and Reformulation for Sliding Time-Series Constraints | Dec 3, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Degenerative Adversarial NeuroImage Nets for Brain Scan Simulations: Application in Ageing and Dementia | Dec 3, 2019 | Image Quality AssessmentSuper-Resolution | —Unverified | 0 |
| Capacity of the covariance perceptron | Dec 2, 2019 | Binary ClassificationClassification | —Unverified | 0 |
