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| Hybrid Backpropagation Parallel Reservoir Networks | Oct 27, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Cross-modal Recurrent Models for Weight Objective Prediction from Multimodal Time-series Data | Sep 23, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Systematic Review for Transformer-based Long-term Series Forecasting | Oct 31, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Systematic Literature Review of Spatio-Temporal Graph Neural Network Models for Time Series Forecasting and Classification | Oct 29, 2024 | Graph Neural NetworkSystematic Literature Review | —Unverified | 0 | 0 |
| Time Series Simulation by Conditional Generative Adversarial Net | Apr 25, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Hybrid Attention Networks for Flow and Pressure Forecasting in Water Distribution Systems | Apr 13, 2020 | Anomaly DetectionDecision Making | —Unverified | 0 | 0 |
| Time Series Similarity Score Functions to Monitor and Interact with the Training and Denoising Process of a Time Series Diffusion Model applied to a Human Activity Recognition Dataset based on IMUs | May 20, 2025 | Activity RecognitionDenoising | —Unverified | 0 | 0 |
| Time Series Segmentation through Automatic Feature Learning | Jan 16, 2018 | Activity RecognitionEEG | —Unverified | 0 | 0 |
| HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting | Jul 27, 2023 | DecoderTime Series | —Unverified | 0 | 0 |
| Human Motion Prediction via Pattern Completion in Latent Representation Space | Apr 18, 2019 | Action ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Time Series (re)sampling using Generative Adversarial Networks | Jan 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Time Series Representations for Classification Lie Hidden in Pretrained Vision Transformers | Jun 10, 2025 | Time SeriesTime Series Classification | —Unverified | 0 | 0 |
| Transient Classification in low SNR Gravitational Wave data using Deep Learning | Sep 20, 2020 | AstronomyDeep Learning | —Unverified | 0 | 0 |
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| Transition of α-mixing in Random Iterations with Applications in Queuing Theory | Oct 7, 2024 | EconometricsTime Series | —Unverified | 0 | 0 |
| Cross-Modal Data Programming Enables Rapid Medical Machine Learning | Mar 26, 2019 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining | Aug 15, 2024 | Time SeriesTime Series Generation | —Unverified | 0 | 0 |
| EEG relative phase-based analysis unveils the complexity and universality of human brain dynamics: integrative insights from general anesthesia and ADHD | Mar 12, 2025 | EEGTime Series | —Unverified | 0 | 0 |
| Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition | Feb 16, 2022 | ClassificationHandwriting Recognition | —Unverified | 0 | 0 |
| Time-Series Regeneration with Convolutional Recurrent Generative Adversarial Network for Remaining Useful Life Estimation | Jan 11, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 | 0 |
| Travel time prediction for congested freeways with a dynamic linear model | Sep 2, 2020 | Predictionregression | —Unverified | 0 | 0 |
| Time series quantile regression using random forests | Nov 4, 2022 | quantile regressionregression | —Unverified | 0 | 0 |
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| Treatment of Epistemic Uncertainty in Conjunction Analysis with Dempster-Shafer Theory | Jan 28, 2024 | Time Series | —Unverified | 0 | 0 |
| Tree-Based Learning on Amperometric Time Series Data Demonstrates High Accuracy for Classification | Feb 6, 2023 | Feature ImportanceTime Series | —Unverified | 0 | 0 |
| TreeDRNet:A Robust Deep Model for Long Term Time Series Forecasting | Jun 24, 2022 | Computational Efficiencyfeature selection | —Unverified | 0 | 0 |
| Time Series Prediction using Deep Learning Methods in Healthcare | Aug 30, 2021 | Deep LearningFeature Engineering | —Unverified | 0 | 0 |
| Human Activity Recognition using Smartphone | Jan 30, 2014 | Active LearningActivity Recognition | —Unverified | 0 | 0 |
| Crossmatching variable objects with the Gaia data | Feb 14, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Tree species classification at the pixel-level using deep learning and multispectral time series in an imbalanced context | Aug 5, 2024 | Time Series | —Unverified | 0 | 0 |
| Tree-structured Gaussian Process Approximations | Dec 1, 2014 | Imputationregression | —Unverified | 0 | 0 |
| TrendNets: Mapping Emerging Research Trends From Dynamic Co-Word Networks via Sparse Representation | May 27, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Trend patterns statistics for assessing irreversibility in cryptocurrencies: time-asymmetry versus inefficiency | Jun 28, 2023 | Time Series | —Unverified | 0 | 0 |
| A Systematic Evaluation of Domain Adaptation Algorithms On Time Series Data | Sep 29, 2021 | BenchmarkingDomain Adaptation | —Unverified | 0 | 0 |
| An Adaptive Framework for Generalizing Network Traffic Prediction towards Uncertain Environments | Nov 30, 2023 | PredictionTime Series | —Unverified | 0 | 0 |
| Triad State Space Construction for Chaotic Signal Classification with Deep Learning | Mar 26, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version | Apr 28, 2022 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources | Aug 18, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 | 0 |
| TripCast: Pre-training of Masked 2D Transformers for Trip Time Series Forecasting | Oct 24, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Triple Simplex Matrix Completion for Expense Forecasting | Oct 23, 2023 | Matrix CompletionTime Series | —Unverified | 0 | 0 |
| Time Series Prediction : Predicting Stock Price | Oct 16, 2017 | PredictionTime Series | —Unverified | 0 | 0 |
| Human Activity Recognition on Time Series Accelerometer Sensor Data using LSTM Recurrent Neural Networks | Jun 3, 2022 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 | 0 |
| TRLS: A Time Series Representation Learning Framework via Spectrogram for Medical Signal Processing | Jan 6, 2024 | Representation LearningTime Series | —Unverified | 0 | 0 |
| Cross-LKTCN: Modern Convolution Utilizing Cross-Variable Dependency for Multivariate Time Series Forecasting Dependency for Multivariate Time Series Forecasting | Jun 4, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| TrojanTime: Backdoor Attacks on Time Series Classification | Feb 2, 2025 | ClassificationData Poisoning | —Unverified | 0 | 0 |
| Time Series Prediction about Air Quality using LSTM-Based Models: A Systematic Mapping | Nov 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| TrTr: A Versatile Pre-Trained Large Traffic Model based on Transformer for Capturing Trajectory Diversity in Vehicle Population | Sep 22, 2023 | DiversityTime Series | —Unverified | 0 | 0 |
| tspDB: Time Series Predict DB | Mar 17, 2019 | ImputationPrediction | —Unverified | 0 | 0 |
| Time-Series Pattern Recognition in Smart Manufacturing Systems: A Literature Review and Ontology | Jan 29, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |