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| Implementing a new fully stepwise decomposition-based sampling technique for the hybrid water level forecasting model in real-world application | Sep 19, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Estimation of the mortality rate functions from time series field data in a stage-structured demographic model for Lobesia botrana | Oct 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Time-Series Data Augmentation Model through Diffusion and Transformer Integration | May 1, 2025 | Data AugmentationDenoising | —Unverified | 0 |
| Periodic Freight Demand Estimation for Large-scale Tactical Planning | May 19, 2021 | Decision MakingTime Series | —Unverified | 0 |
| Permutation-based tests for discontinuities in event studies | Jul 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Predicting Company Growth by Econophysics informed Machine Learning | Oct 23, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Persistence Initialization: A novel adaptation of the Transformer architecture for Time Series Forecasting | Aug 30, 2022 | DecoderTime Series | —Unverified | 0 |
| Predicting COVID-19 cases using Bidirectional LSTM on multivariate time series | Sep 10, 2020 | ClusteringTime Series | —Unverified | 0 |
| Persistent Homology of Attractors For Action Recognition | Mar 16, 2016 | Action RecognitionTemporal Action Localization | —Unverified | 0 |
| Persistent Homology of Coarse Grained State Space Networks | May 20, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Personality-Driven Gaze Animation with Conditional Generative Adversarial Networks | Nov 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Predicting crypto-currencies using sparse non-Gaussian state space models | Feb 13, 2018 | State Space ModelsTime Series | —Unverified | 0 |
| Personalized Online Machine Learning | Sep 21, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Implementing a GRU Neural Network for Flood Prediction in Ashland City, Tennessee | May 16, 2024 | Time Series | —Unverified | 0 |
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| Impact of the COVID-19 pandemic on the financial market efficiency of price returns, absolute returns, and volatility increment: Evidence from stock and cryptocurrency markets | Apr 26, 2025 | Time Series | —Unverified | 0 |
| DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity | Dec 22, 2017 | DiversityDynamic Time Warping | —Unverified | 0 |
| PFformer: A Position-Free Transformer Variant for Extreme-Adaptive Multivariate Time Series Forecasting | Feb 27, 2025 | Multivariate Time Series ForecastingPosition | —Unverified | 0 |
| Evaluating aleatoric and epistemic uncertainties of time series deep learning models for soil moisture predictions | Jun 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
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| CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting | Dec 11, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Phase autoencoder for limit-cycle oscillators | Feb 28, 2024 | SensitivityTime Series | —Unverified | 0 |
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| A Time Series Data Analysis of Indian Commercial Dynamism | Sep 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Phase space reconstruction from a biological time series. A PhotoPlethysmoGraphic signal a case study | Oct 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Phase Space Reconstruction Network for Lane Intrusion Action Recognition | Feb 22, 2021 | Action RecognitionAutonomous Driving | —Unverified | 0 |
| Phenotyping Clusters of Patient Trajectories suffering from Chronic Complex Disease | Nov 17, 2020 | ClusteringTime Series | —Unverified | 0 |
| Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks | Oct 26, 2015 | General ClassificationTime Series | —Unverified | 0 |
| Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology | Apr 27, 2021 | Clusteringregression | —Unverified | 0 |
| A Deep Learning Approach for Motion Forecasting Using 4D OCT Data | Apr 21, 2020 | Deep LearningMotion Compensation | —Unverified | 0 |
| Photometric light curves classification with machine learning | Sep 10, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Impact of noise on a dynamical system: prediction and uncertainties from a swarm-optimized neural network | Sep 20, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers | Mar 2, 2021 | Activity RecognitionFeature Engineering | —Unverified | 0 |
| Physical Reservoir Computing Enabled by Solitary Waves and Biologically-Inspired Nonlinear Transformation of Input Data | Jan 3, 2024 | Time Series | —Unverified | 0 |
| Evaluating genetic drift in time-series evolutionary analysis | Nov 18, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
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| DAM: Towards A Foundation Model for Time Series Forecasting | Jul 25, 2024 | ImputationTime Series | —Unverified | 0 |
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| Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting | Sep 23, 2022 | Graph Neural NetworkProduction Forecasting | —Unverified | 0 |
| Physics-informed machine learning for sensor fault detection with flight test data | Jun 23, 2020 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |
| Physics-Informed Neural Networks with Unknown Partial Differential Equations: an Application in Multivariate Time Series | Mar 26, 2025 | Time SeriesUncertainty Quantification | —Unverified | 0 |
| Residual-based physics-informed transfer learning: A hybrid method for accelerating long-term CFD simulations via deep learning | Jun 14, 2022 | CPUGPU | —Unverified | 0 |
| Physics-inspired machine learning for power grid frequency modelling | Nov 2, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time Series Forecasting Based on Biological ODEs | Feb 11, 2025 | Missing ValuesMultivariate Time Series Forecasting | —Unverified | 0 |
| PhysioZoo: The Open Digital Physiological Biomarkers Resource | Sep 7, 2023 | Data VisualizationHeart Rate Variability | —Unverified | 0 |
| Piece-wise Matching Layer in Representation Learning for ECG Classification | Sep 26, 2020 | ClassificationECG Classification | —Unverified | 0 |
| Impact of Data Normalization on Deep Neural Network for Time Series Forecasting | Dec 13, 2018 | image-classificationImage Classification | —Unverified | 0 |