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| A Self-supervised Approach to Hierarchical Forecasting with Applications to Groupwise Synthetic Controls | Jun 25, 2019 | counterfactualTime Series | —Unverified | 0 |
| Bayesian nonparametric sparse VAR models | Oct 29, 2018 | ClusteringTime Series | —Unverified | 0 |
| Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation | Jan 17, 2017 | Deep LearningTime Series | —Unverified | 0 |
| Fusing Optical and SAR time series for LAI gap filling with multioutput Gaussian processes | Dec 5, 2020 | Gaussian ProcessesTime Series | —Unverified | 0 |
| C3T: Cross-modal Transfer Through Time for Sensor-based Human Activity Recognition | Jul 23, 2024 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Movement-Prediction-Adjusted Naïve Forecast | Jun 20, 2024 | Binary ClassificationPrediction | —Unverified | 0 |
| A new approach for physiological time series | Apr 23, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Future-Guided Learning: A Predictive Approach To Enhance Time-Series Forecasting | Oct 19, 2024 | Seizure predictionTime Series | —Unverified | 0 |
| Confidence Interval Construction for Multivariate time series using Long Short Term Memory Network | Nov 25, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
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| Fuzzy clustering of ordinal time series based on two novel distances with economic applications | Apr 24, 2023 | ClusteringTime Series | —Unverified | 0 |
| Fuzzy Cognitive Maps and Hidden Markov Models: Comparative Analysis of Efficiency within the Confines of the Time Series Classification Task | Apr 28, 2022 | ClassificationTime Series | —Unverified | 0 |
| Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms | Aug 3, 2016 | ClusteringTime Series | —Unverified | 0 |
| Fuzzy Longest Common Subsequence Matching With FCM Using R | Aug 14, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| FV-MgNet: Fully Connected V-cycle MgNet for Interpretable Time Series Forecasting | Feb 2, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Detecting Elevated Air Pollution Levels by Monitoring Web Search Queries: Deep Learning-Based Time Series Forecasting | Nov 9, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| GACAN: Graph Attention-Convolution-Attention Networks for Traffic Forecasting Based on Multi-granularity Time Series | Oct 27, 2021 | Graph AttentionTime Series | —Unverified | 0 |
| GAETS: A Graph Autoencoder Time Series Approach Towards Battery Parameter Estimation | Nov 17, 2021 | parameter estimationTime Series | —Unverified | 0 |
| A Semi-Supervised Approach for Abnormal Event Prediction on Large Operational Network Time-Series Data | Oct 14, 2021 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| GAGE: Geometry Preserving Attributed Graph Embeddings | Nov 3, 2020 | AttributeLink Prediction | —Unverified | 0 |
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| GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data | Aug 3, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Game-MUG: Multimodal Oriented Game Situation Understanding and Commentary Generation Dataset | Apr 30, 2024 | Time Series | —Unverified | 0 |
| Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model | Aug 3, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian nonparametric shared multi-sequence time series segmentation | Jan 27, 2020 | SegmentationTime Series | —Unverified | 0 |
| Detecting Driver's Distraction using Long-term Recurrent Convolutional Network | Apr 14, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| GARCH-Informed Neural Networks for Volatility Prediction in Financial Markets | Sep 30, 2024 | PredictionTime Series | —Unverified | 0 |
| GARNN: An Interpretable Graph Attentive Recurrent Neural Network for Predicting Blood Glucose Levels via Multivariate Time Series | Feb 26, 2024 | Graph AttentionManagement | —Unverified | 0 |
| Conformal Prediction Bands for Two-Dimensional Functional Time Series | Jul 27, 2022 | Conformal PredictionPrediction | —Unverified | 0 |
| Liquid Resistance Liquid Capacitance Networks | Jan 30, 2024 | Autonomous DrivingTime Series | —Unverified | 0 |
| Gated Recurrent Neural Networks with Weighted Time-Delay Feedback | Dec 1, 2022 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Bayesian Nonparametric Adaptive Spectral Density Estimation for Financial Time Series | Feb 9, 2019 | Density EstimationTime Series | —Unverified | 0 |
| A Benchmark Study on Time Series Clustering | Apr 20, 2020 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Greedy online change point detection | Aug 14, 2023 | Change Point DetectionTime Series | —Unverified | 0 |
| Detecting correlations and triangular arbitrage opportunities in the Forex by means of multifractal detrended cross-correlations analysis | Oct 31, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation | Nov 24, 2023 | Graph AttentionImputation | —Unverified | 0 |
| Gaussian mixture model decomposition of multivariate signals | Sep 1, 2019 | Clusteringmodel | —Unverified | 0 |
| Detecting Concrete Abnormality Using Time-series Thermal Imaging and Supervised Learning | Apr 15, 2018 | Decision MakingTime Series | —Unverified | 0 |
| Gaussian processes based data augmentation and expected signature for time series classification | Oct 16, 2023 | Data AugmentationGaussian Processes | —Unverified | 0 |
| Gaussian Processes for Traffic Speed Prediction at Different Aggregation Levels | Nov 24, 2020 | Gaussian ProcessesManagement | —Unverified | 0 |
| Gaussian process imputation of multiple financial series | Feb 11, 2020 | ImputationTime Series | —Unverified | 0 |
| Gaussian Process Kernels for Popular State-Space Time Series Models | Oct 25, 2016 | Gaussian Processesregression | —Unverified | 0 |
| Bayesian multi--dipole localization and uncertainty quantification from simultaneous EEG and MEG recordings | Jun 19, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Detecting changes in slope with an L_0 penalty | Jan 6, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Gaussian Process Vector Autoregressions and Macroeconomic Uncertainty | Dec 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Evolving Cascade System Based on A Set Of Neo Fuzzy Nodes | Oct 20, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Gaussian variational approximation with sparse precision matrices | May 18, 2016 | State Space ModelsTime Series | —Unverified | 0 |
| An evaluation of time series forecasting models on water consumption data: A case study of Greece | Mar 30, 2023 | ManagementTime Series | —Unverified | 0 |
| Detecting Change in Seasonal Pattern via Autoencoder and Temporal Regularization | Sep 25, 2019 | Change Point DetectionTime Series | —Unverified | 0 |