| How to monitor and mitigate stair-casing in l1 trend filtering | Dec 1, 2014 | DenoisingTime Series | —Unverified | 0 | 0 |
| Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control | Dec 3, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 | 0 |
| Uncertainty Measurement of Basic Probability Assignment Integrity Based on Approximate Entropy in Evidence Theory | May 16, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Uncertainty Modelling in Risk-averse Supply Chain Systems Using Multi-objective Pareto Optimization | Apr 24, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Time-Series Imputation with Wasserstein Interpolation for Optimal Look-Ahead-Bias and Variance Tradeoff | Feb 25, 2021 | ImputationPortfolio Optimization | —Unverified | 0 | 0 |
| Uncertainty, volatility and the persistence norms of financial time series | Sep 30, 2021 | regressionTime Series | —Unverified | 0 | 0 |
| Time-series Imputation of Temporally-occluded Multiagent Trajectories | Jun 8, 2021 | Collision AvoidanceDecision Making | —Unverified | 0 | 0 |
| Uncovering Closed-form Governing Equations of Nonlinear Dynamics from Videos | Jun 9, 2021 | DecoderForm | —Unverified | 0 | 0 |
| Uncovering differential equations from data with hidden variables | Feb 6, 2020 | RTETime Series | —Unverified | 0 | 0 |
| Uncovering Regions of Maximum Dissimilarity on Random Process Data | Sep 12, 2022 | Bayesian InferencePoint Processes | —Unverified | 0 | 0 |
| Uncovering the Dynamics of Correlation Structures Relative to the Collective Market Motion | Apr 26, 2020 | ClusteringTime Series | —Unverified | 0 | 0 |
| Uncovering the evolution of non-stationary stochastic variables: the example of asset volume-price fluctuations | Oct 25, 2015 | GeophysicsTime Series | —Unverified | 0 | 0 |
| How to Identify Investor's types in real financial markets by means of agent based simulation | Dec 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Asymptotic Theory for Unit Root Moderate Deviations in Quantile Autoregressions and Predictive Regressions | Apr 5, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Understanding Different Design Choices in Training Large Time Series Models | Jun 20, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Understanding fluctuations through Multivariate Circulant Singular Spectrum Analysis | Jul 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| An Active Learning Framework with a Class Balancing Strategy for Time Series Classification | May 20, 2024 | Active LearningClassification | —Unverified | 0 | 0 |
| Deep incremental learning models for financial temporal tabular datasets with distribution shifts | Mar 14, 2023 | Dimensionality ReductionFeature Engineering | —Unverified | 0 | 0 |
| Time Series Imputation | Mar 22, 2019 | BIG-bench Machine LearningImputation | —Unverified | 0 | 0 |
| Understanding the Humans Behind Online Misinformation: An Observational Study Through the Lens of the COVID-19 Pandemic | Oct 12, 2023 | Causal InferenceMisinformation | —Unverified | 0 | 0 |
| Resource-aware Time Series Imaging Classification for Wireless Link Layer Anomalies | Apr 2, 2021 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 | 0 |
| Understanding the merging behavior patterns and evolutionary mechanism at freeway on-ramps | Jul 31, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Time-series image denoising of pressure-sensitive paint data by projected multivariate singular spectrum analysis | Mar 15, 2022 | DenoisingImage Denoising | —Unverified | 0 | 0 |
| How quantum computing can enhance biomarker discovery | Nov 15, 2024 | Time Series | —Unverified | 0 | 0 |
| Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation | Jan 1, 2020 | ImputationMachine Translation | —Unverified | 0 | 0 |
| Time-Series Graph Network for Sea Surface Temperature Prediction | Jun 7, 2021 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Underutilized land and sustainable development: effects on employment, economic output, and mitigation of CO2 emissions | Oct 11, 2024 | RetrievalRetrieval-augmented Generation | —Unverified | 0 | 0 |
| Undetectable GPS-Spoofing Attack on Time Series Phasor Measurement Unit Data | Jun 24, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Time Series Generative Learning with Application to Brain Imaging Analysis | Jul 19, 2024 | Alzheimer's Disease DetectionData Augmentation | —Unverified | 0 | 0 |
| How News Evolves? Modeling News Text and Coverage using Graphs and Hawkes Process | Nov 18, 2021 | ArticlesTime Series | —Unverified | 0 | 0 |
| Unfolding recurrence by Green's functions for optimized reservoir computing | Oct 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Unfolding recurrence by Green’s functions for optimized reservoir computing | Dec 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Time-series Generative Adversarial Networks | Dec 1, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Time-series Generative Adversarial Networks | Dec 1, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language | Jul 6, 2023 | Brain Computer InterfaceBrain Decoding | —Unverified | 0 | 0 |
| How neural networks learn to classify chaotic time series | Jun 4, 2023 | Time Series | —Unverified | 0 | 0 |
| Cross-border Commodity Pricing Strategy Optimization via Mixed Neural Network for Time Series Analysis | Aug 22, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Unified recurrent neural network for many feature types | Sep 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Asymptotic nonparametric statistical analysis of stationary time series | Mar 30, 2019 | ClusteringTime Series | —Unverified | 0 | 0 |
| Uniform Inference in High-Dimensional Threshold Regression Models | Apr 11, 2024 | regressionTime Series | —Unverified | 0 | 0 |
| Time series generation for option pricing on quantum computers using tensor network | Feb 27, 2024 | Time SeriesTime Series Generation | —Unverified | 0 | 0 |
| Unifying Epidemic Models with Mixtures | Jan 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Time-series Generation by Contrastive Imitation | Nov 2, 2023 | Time SeriesTime Series Generation | —Unverified | 0 | 0 |
| Unifying Prediction and Explanation in Time-Series Transformers via Shapley-based Pretraining | Jan 25, 2025 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Time Series Foundation Models and Deep Learning Architectures for Earthquake Temporal and Spatial Nowcasting | Aug 21, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| How Much Can A Retailer Sell? Sales Forecasting on Tmall | Feb 27, 2020 | regressionTime Series | —Unverified | 0 | 0 |
| How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression | May 8, 2024 | Deep Learningregression | —Unverified | 0 | 0 |
| United States FDA drug approvals are persistent and polycyclic: Insights into economic cycles, innovation dynamics, and national policy | Dec 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Time Series Forecasting with Stacked Long Short-Term Memory Networks | Nov 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series | Jun 21, 2024 | Time Series | —Unverified | 0 | 0 |