| To VaR, or Not to VaR, That is the Question | Jan 21, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evidence and Behaviour of Support and Resistance Levels in Financial Time Series | Jan 19, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Optimizing Hyperparameters in CNNs using Bilevel Programming in Time Series Data | Jan 19, 2021 | BIG-bench Machine LearningHyperparameter Optimization | —Unverified | 0 |
| Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series | Jan 19, 2021 | Information RetrievalRetrieval | —Unverified | 0 |
| DyLoc: Dynamic Localization for Massive MIMO Using Predictive Recurrent Neural Networks | Jan 19, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Interpretable Models for Granger Causality Using Self-explaining Neural Networks | Jan 19, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Flow Forecast: A deep learning for time series forecasting, classification, and anomaly detection framework built in PyTorch | Jan 18, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Online detection of failures generated by storage simulator | Jan 18, 2021 | Change Point DetectionDensity Ratio Estimation | —Unverified | 0 |
| Discrete Graph Structure Learning for Forecasting Multiple Time Series | Jan 18, 2021 | Graph structure learningTime Series | CodeCode Available | 1 |
| An attention model to analyse the risk of agitation and urinary tract infections in people with dementia | Jan 18, 2021 | Data IntegrationManagement | CodeCode Available | 0 |
| Diagnosis of systemic risk and contagion across financial sectors | Jan 17, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Free congruence: an exploration of expanded similarity measures for time series data | Jan 17, 2021 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Dynamical prediction of two meteorological factors using the deep neural network and the long short term memory (1) | Jan 16, 2021 | PredictionTime Series | —Unverified | 0 |
| A Renormalization Group Approach to Connect Discrete- and Continuous-Time Descriptions of Gaussian Processes | Jan 16, 2021 | Gaussian ProcessesNumerical Integration | —Unverified | 0 |
| Parameter inference in a computational model of hemodynamics in pulmonary hypertension | Jan 15, 2021 | Clinical KnowledgeTime Series | —Unverified | 0 |
| A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC | Jan 15, 2021 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| TC-DTW: Accelerating Multivariate Dynamic Time Warping Through Triangle Inequality and Point Clustering | Jan 15, 2021 | ClusteringDynamic Time Warping | CodeCode Available | 0 |
| A General Framework for Hypercomplex-valued Extreme Learning Machines | Jan 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Adequacy of time-series reduction for renewable energy systems | Jan 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cocktail Edge Caching: Ride Dynamic Trends of Content Popularity with Ensemble Learning | Jan 14, 2021 | Deep Reinforcement LearningEnsemble Learning | —Unverified | 0 |
| A Deep Learning Based Ternary Task Classification System Using Gramian Angular Summation Field in fNIRS Neuroimaging Data | Jan 14, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Untargeted, Targeted and Universal Adversarial Attacks and Defenses on Time Series | Jan 13, 2021 | Adversarial AttackAdversarial Defense | —Unverified | 0 |
| Deep State Inference: Toward Behavioral Model Inference of Black-box Software Systems | Jan 13, 2021 | Anomaly DetectionChange Point Detection | CodeCode Available | 0 |
| Day-ahead electricity price prediction applying hybrid models of LSTM-based deep learning methods and feature selection algorithms under consideration of market coupling | Jan 13, 2021 | Feature Importancefeature selection | —Unverified | 0 |
| Classification of Schizophrenia from Functional MRI Using Large-scale Extended Granger Causality | Jan 12, 2021 | Dimensionality Reductionfeature selection | —Unverified | 0 |