| Statistical guided-waves-based SHM via stochastic non-parametric time series models | Jan 27, 2021 | Decision MakingSensitivity | —Unverified | 0 |
| Indian Economy and Nighttime Lights | Jan 27, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Echo State Network for two-dimensional turbulent moist Rayleigh-Bénard convection | Jan 27, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Identification of brain states, transitions, and communities using functional MRI | Jan 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A fast algorithm for complex discord searches in time series: HOT SAX Time | Jan 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Short-term prediction of Time Series based on bounding techniques | Jan 26, 2021 | PredictionTime Series | —Unverified | 0 |
| Dynamic cyber risk estimation with Competitive Quantile Autoregression | Jan 25, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Conditional Generative Models for Counterfactual Explanations | Jan 25, 2021 | counterfactualTime Series | —Unverified | 0 |
| A Review of Graph Neural Networks and Their Applications in Power Systems | Jan 25, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series | Jan 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting | Jan 25, 2021 | DecoderDeep Learning | —Unverified | 0 |
| Multi-view Integration Learning for Irregularly-sampled Clinical Time Series | Jan 25, 2021 | DecoderImputation | CodeCode Available | 0 |
| Multi-Time Attention Networks for Irregularly Sampled Time Series | Jan 25, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| VConstruct: Filling Gaps in Chl-a Data Using a Variational Autoencoder | Jan 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spectrum Attention Mechanism for Time Series Classification | Jan 25, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Multi-Task Time Series Forecasting With Shared Attention | Jan 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Unraveling S&P500 stock volatility and networks -- An encoding-and-decoding approach | Jan 23, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Optimal Reduction of TV-Denoising to Adaptive Online Learning | Jan 23, 2021 | DenoisingTime Series | —Unverified | 0 |
| Short-term daily precipitation forecasting with seasonally-integrated autoencoder | Jan 23, 2021 | ManagementPrecipitation Forecasting | CodeCode Available | 0 |
| A symbolic information approach to characterize response-related differences in cortical activity during a Go/No-Go task | Jan 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data | Jan 22, 2021 | Tensor NetworksTime Series | —Unverified | 0 |
| Analysis of stock index with a generalized BN-S model: an approach based on machine learning and fuzzy parameters | Jan 22, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Graphical Models for Financial Time Series and Portfolio Selection | Jan 22, 2021 | Asset ManagementClustering | —Unverified | 0 |
| Where does the Stimulus go? Deep Generative Model for Commercial Banking Deposits | Jan 22, 2021 | Decision MakingManagement | —Unverified | 0 |
| Bayesian hierarchical stacking: Some models are (somewhere) useful | Jan 22, 2021 | Bayesian InferenceTime Series | CodeCode Available | 1 |
| 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 |