| Controlling False Discovery Rates under Cross-Sectional Correlations | Feb 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Geometric feature performance under downsampling for EEG classification tasks | Feb 15, 2021 | BenchmarkingClassification | —Unverified | 0 |
| A Complex Systems Approach To Feature Extraction for Chaotic Behavior Recognition | Feb 15, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Tight lower bounds for Dynamic Time Warping | Feb 14, 2021 | Computational EfficiencyDynamic Time Warping | CodeCode Available | 0 |
| Clustering Interval-Censored Time-Series for Disease Phenotyping | Feb 13, 2021 | ClusteringTime Series | —Unverified | 0 |
| How Far Should We Look Back to Achieve Effective Real-Time Time-Series Anomaly Detection? | Feb 12, 2021 | Anomaly DetectionFraud Detection | —Unverified | 0 |
| A Metamodel and Framework for Artificial General Intelligence From Theory to Practice | Feb 11, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Comparative Analysis of Machine Learning Approaches to Analyze and Predict the Covid-19 Outbreak | Feb 11, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Feature Selection for Multivariate Time Series via Network Pruning | Feb 11, 2021 | feature selectionNetwork Pruning | CodeCode Available | 0 |
| PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification | Feb 11, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Causal Inference for Time series Analysis: Problems, Methods and Evaluation | Feb 11, 2021 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Testing Framework for Black-box AI Models | Feb 11, 2021 | Decision MakingFairness | —Unverified | 0 |
| Conditional Loss and Deep Euler Scheme for Time Series Generation | Feb 10, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Concealer: SGX-based Secure, Volume Hiding, and Verifiable Processing of Spatial Time-Series Datasets | Feb 10, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting Nonnegative Time Series via Sliding Mask Method (SMM) and Latent Clustered Forecast (LCF) | Feb 10, 2021 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Self-supervised learning for fast and scalable time series hyper-parameter tuning | Feb 10, 2021 | Self-Supervised LearningTime Series | —Unverified | 0 |
| Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models | Feb 10, 2021 | Inductive BiasMultivariate Time Series Forecasting | CodeCode Available | 0 |
| On Disentanglement in Gaussian Process Variational Autoencoders | Feb 10, 2021 | DisentanglementTime Series | —Unverified | 0 |
| Attentive Gaussian processes for probabilistic time-series generation | Feb 10, 2021 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Inductive Granger Causal Modeling for Multivariate Time Series | Feb 10, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| From sleep medicine to medicine during sleep: A clinical perspective | Feb 9, 2021 | ManagementTime Series | —Unverified | 0 |
| Bioluminescence modeling for deep sea experiments | Feb 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Meta-Learning for Koopman Spectral Analysis with Short Time-series | Feb 9, 2021 | Future predictionMeta-Learning | —Unverified | 0 |
| Plotting time: On the usage of CNNs for time series classification | Feb 8, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| The Multi-Temporal Urban Development SpaceNet Dataset | Feb 8, 2021 | Change DetectionDisaster Response | CodeCode Available | 0 |
| Reconstructing large networks with time-varying interactions | Feb 8, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Few-shot time series segmentation using prototype-defined infinite hidden Markov models | Feb 7, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Understanding the input-output relationship of neural networks in the time series forecasting radon levels at Canfranc Underground Laboratory | Feb 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting Using Reservoir Computing: The Role of Generalized Synchronization | Feb 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Exploring asymmetric multifractal cross-correlations of price-volatility and asymmetric volatility dynamics in cryptocurrency markets | Feb 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Nonlinear Independent Component Analysis for Discrete-Time and Continuous-Time Signals | Feb 4, 2021 | blind source separationContrastive Learning | CodeCode Available | 0 |
| Long time-series NDVI reconstruction in cloud-prone regions via spatio-temporal tensor completion | Feb 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Classification via Topological Data Analysis | Feb 3, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Hedging under Rough Volatility | Feb 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| AttentionFlow: Visualising Influence in Networks of Time Series | Feb 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Stochastic Time Series Model for Predicting Financial Trends using NLP | Feb 2, 2021 | Generative Adversarial NetworkSentiment Analysis | —Unverified | 0 |
| Time Adaptive Gaussian Model | Feb 2, 2021 | Clusteringmodel | —Unverified | 0 |
| Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder | Feb 2, 2021 | Anomaly DetectionDensity Estimation | —Unverified | 0 |
| Policy Analysis using Synthetic Controls in Continuous-Time | Feb 2, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Exploiting multi-temporal information for improved speckle reduction of Sentinel-1 SAR images by deep learning | Feb 1, 2021 | DenoisingTime Series | —Unverified | 0 |
| A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators | Feb 1, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Can Predominant Credible Information Suppress Misinformation in Crises? Empirical Studies of Tweets Related to Prevention Measures during COVID-19 | Feb 1, 2021 | ManagementMisinformation | —Unverified | 0 |
| Stochastic Online Convex Optimization. Application to probabilistic time series forecasting | Feb 1, 2021 | Probabilistic Time Series ForecastingTime Series | —Unverified | 0 |
| Classification Models for Partially Ordered Sequences | Jan 31, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting | Jan 31, 2021 | Point ProcessesTemporal Sequences | —Unverified | 0 |
| Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting | Jan 31, 2021 | Decision MakingManagement | —Unverified | 0 |
| Time Series (re)sampling using Generative Adversarial Networks | Jan 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-Time-Scale Input Approaches for Hourly-Scale Rainfall-Runoff Modeling based on Recurrent Neural Networks | Jan 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Adaptive Sequential Design for a Single Time-Series | Jan 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Reservoir Computing with Magnetic Thin Films | Jan 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |