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| Test Models for Statistical Inference: Two-Dimensional Reaction Systems Displaying Limit Cycle Bifurcations and Bistability | May 29, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Inference of High-dimensional Autoregressive Generalized Linear Models | May 9, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Inference of hidden common driver dynamics by anisotropic self-organizing neural networks | Apr 2, 2025 | Time Series | —Unverified | 0 | 0 |
| Attention Augmented Convolutional Transformer for Tabular Time-series | Oct 5, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Text2Data: Low-Resource Data Generation with Textual Control | Feb 8, 2024 | Audio SynthesisTime Series | —Unverified | 0 | 0 |
| Text2Freq: Learning Series Patterns from Text via Frequency Domain | Nov 1, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Text2TimeSeries: Enhancing Financial Forecasting through Time Series Prediction Updates with Event-Driven Insights from Large Language Models | Jul 4, 2024 | Sentiment AnalysisTime Series | —Unverified | 0 | 0 |
| Analysis of EEG data using complex geometric structurization | Feb 17, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Text-Based Correlation Matrix in Multi-Asset Allocation | May 23, 2024 | PredictionSensitivity | —Unverified | 0 | 0 |
| Inference of Causal Information Flow in Collective Animal Behavior | Dec 29, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Inference of Binary Regime Models with Jump Discontinuities | Oct 23, 2019 | Algorithmic TradingTime Series | —Unverified | 0 | 0 |
| Textual Data for Time Series Forecasting | Oct 25, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Data manipulation detection via permutation information theory quantifiers | Jan 16, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Inference in Non-stationary High-Dimensional VARs | Feb 2, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Inference in heavy-tailed non-stationary multivariate time series | Jul 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Attention as Robust Representation for Time Series Forecasting | Feb 8, 2024 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| Inference for Network Structure and Dynamics from Time Series Data via Graph Neural Network | Jan 18, 2020 | Graph Neural NetworkTime Series | —Unverified | 0 | 0 |
| Industry Classification Using a Novel Financial Time-Series Case Representation | Apr 29, 2023 | ClassificationTime Series | —Unverified | 0 | 0 |
| Industrial Forecasting with Exponentially Smoothed Recurrent Neural Networks | Apr 9, 2020 | Load ForecastingTime Series | —Unverified | 0 | 0 |
| Data-Guided Regulator for Adaptive Nonlinear Control | Nov 20, 2023 | Time Series | —Unverified | 0 | 0 |
| Active Learning of Driving Scenario Trajectories | Aug 6, 2021 | Active LearningAutonomous Vehicles | —Unverified | 0 | 0 |
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| The Beginning of the Trend: Interest Rates, Profits, and Markups | Jul 18, 2023 | SensitivityTime Series | —Unverified | 0 | 0 |
| A Deep Learning Framework for Traffic Data Imputation Considering Spatiotemporal Dependencies | Apr 18, 2023 | ImputationTime Series | —Unverified | 0 | 0 |
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| Inductive Predictions of Extreme Hydrologic Events in The Wabash River Watershed | Apr 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| The Canonical Interval Forest (CIF) Classifier for Time Series Classification | Aug 20, 2020 | ClassificationDescriptive | —Unverified | 0 | 0 |
| Data-generating process and time-series asset pricing | May 17, 2024 | Time Series | —Unverified | 0 | 0 |
| The Case for Temporal Transparency: Detecting Policy Change Events in Black-Box Decision Making Systems | Oct 31, 2016 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Inductive Granger Causal Modeling for Multivariate Time Series | Feb 10, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Indoor Localization Using Smartphone Magnetic with Multi-Scale TCN and LSTM | Sep 24, 2021 | Indoor LocalizationTime Series | —Unverified | 0 | 0 |
| The Computational Capacity of LRC, Memristive and Hybrid Reservoirs | Aug 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging | Mar 10, 2022 | Action RecognitionClassification | —Unverified | 0 | 0 |
| A Renormalization Group Approach to Connect Discrete- and Continuous-Time Descriptions of Gaussian Processes | Jan 16, 2021 | Gaussian ProcessesNumerical Integration | —Unverified | 0 | 0 |
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| The Creation and Validation of Load Time Series for Synthetic Electric Power Systems | Nov 16, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Indoor environment data time-series reconstruction using autoencoder neural networks | Sep 17, 2020 | Missing ValuesTime Series | —Unverified | 0 | 0 |
| The data synergy effects of time-series deep learning models in hydrology | Jan 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Individual Topology Structure of Eye Movement Trajectories | May 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior | Nov 15, 2018 | SegmentationTime Series | —Unverified | 0 | 0 |
| Data Exploration and Validation on dense knowledge graphs for biomedical research | Dec 8, 2019 | Knowledge GraphsTime Series | —Unverified | 0 | 0 |
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| The dual frequency RV-coupling coefficient: a novel measure for quantifying cross-frequency information transactions in the brain | Mar 18, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| The Dynamical Gaussian Process Latent Variable Model in the Longitudinal Scenario | Sep 25, 2019 | Dimensionality ReductionTime Series | —Unverified | 0 | 0 |
| Analysis of Distributional Dynamics for Repeated Cross-Sectional and Intra-Period Observations | May 21, 2025 | Time Series | —Unverified | 0 | 0 |
| Evolutionary Dynamics of Investors Expectations and Market Price Movement | Dec 24, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Individualized Dynamic Latent Factor Model for Multi-resolutional Data with Application to Mobile Health | Nov 21, 2023 | Irregular Time SeriesTime Series | —Unverified | 0 | 0 |
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