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| Parsimonious Network based on Fuzzy Inference System (PANFIS) for Time Series Feature Prediction of Low Speed Slew Bearing Prognosis | Feb 5, 2018 | PrognosisTime Series | —Unverified | 0 |
| Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning | Oct 16, 2020 | quantile regressionregression | —Unverified | 0 |
| Estimating Reproducible Functional Networks Associated with Task Dynamics using Unsupervised LSTMs | May 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DANLIP: Deep Autoregressive Networks for Locally Interpretable Probabilistic Forecasting | Jan 5, 2023 | Probabilistic Time Series ForecastingTime Series | —Unverified | 0 |
| Estimating Task Completion Times for Network Rollouts using Statistical Models within Partitioning-based Regression Methods | Nov 20, 2022 | Benchmarkingregression | —Unverified | 0 |
| Partial Sum Processes of Residual-Based and Wald-type Break-Point Statistics in Time Series Regression Models | Jan 31, 2022 | regressionTime Series | —Unverified | 0 |
| Particle swarm optimization for time series motif discovery | Jan 29, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Analysis and development of an automatic eCall for motorcycles: a one-class cepstrum approach | Jul 19, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Estimating the causal effect of an intervention in a time series setting: the C-ARIMA approach | Mar 11, 2021 | Causal InferenceEconometrics | —Unverified | 0 |
| 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 |
| Patch-based adaptive temporal filter and residual evaluation | Feb 14, 2024 | DenoisingTime Series | —Unverified | 0 |
| A Time-Series Data Augmentation Model through Diffusion and Transformer Integration | May 1, 2025 | Data AugmentationDenoising | —Unverified | 0 |
| POPNASv3: a Pareto-Optimal Neural Architecture Search Solution for Image and Time Series Classification | Dec 13, 2022 | AutoMLNeural Architecture Search | —Unverified | 0 |
| Population-based Global Optimisation Methods for Learning Long-term Dependencies with RNNs | May 23, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification | Feb 11, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Implementing a GRU Neural Network for Flood Prediction in Ashland City, Tennessee | May 16, 2024 | Time Series | —Unverified | 0 |
| 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 |
| Estimating value at risk: LSTM vs. GARCH | Jul 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Path sampling of recurrent neural networks by incorporating known physics | Mar 1, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Causal Triple Attention Time Series Forecasting | Sep 29, 2021 | Causal InferenceTime Series | —Unverified | 0 |
| Impact of Recurrent Neural Networks and Deep Learning Frameworks on Real-time Lightweight Time Series Anomaly Detection | Jul 26, 2024 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Path Signatures for Seizure Forecasting | Aug 18, 2023 | EEGPrediction | —Unverified | 0 |
| Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task | Dec 1, 2012 | ClassificationDiagnostic | —Unverified | 0 |
| Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting | Apr 22, 2020 | Load ForecastingTime Series | —Unverified | 0 |
| Pattern-Based Prediction of Population Outbreaks | Sep 6, 2022 | PredictionTime Series | —Unverified | 0 |
| Pattern-Based Time-Series Risk Scoring for Anomaly Detection and Alert Filtering -- A Predictive Maintenance Case Study | May 24, 2024 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Pattern Discovery in Time Series with Byte Pair Encoding | May 30, 2021 | Missing ValuesTime Series | —Unverified | 0 |
| Pattern Localization in Time Series through Signal-To-Model Alignment in Latent Space | Feb 16, 2018 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Pattern recognition in micro-trading behaviors before stock price jumps: A framework based on multivariate time series analysis | Nov 10, 2020 | InformativenessTime Series | —Unverified | 0 |
| Pattern Recognition in Vital Signs Using Spectrograms | Aug 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting | Dec 11, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Patterns Detection in Glucose Time Series by Domain Transformations and Deep Learning | Mar 30, 2023 | Time Series | —Unverified | 0 |
| Pattern Similarity-based Machine Learning Methods for Mid-term Load Forecasting: A Comparative Study | Mar 3, 2020 | BIG-bench Machine LearningLoad Forecasting | —Unverified | 0 |
| Estimation of Correlation Matrices from Limited time series Data using Machine Learning | Sep 2, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Estimation of Cross-Sectional Dependence in Large Panels | Apr 15, 2019 | Dimensionality ReductionTime Series | —Unverified | 0 |
| A Time Series Data Analysis of Indian Commercial Dynamism | Sep 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Deep Learning Approach for Motion Forecasting Using 4D OCT Data | Apr 21, 2020 | Deep LearningMotion Compensation | —Unverified | 0 |
| PCNN: Deep Convolutional Networks for Short-term Traffic Congestion Prediction | Mar 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Agriculture Credit and Economic Growth in Bangladesh: A Time Series Analysis | Sep 8, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Unlocking the Power of Patch: Patch-Based MLP for Long-Term Time Series Forecasting | May 22, 2024 | AttributeMultivariate Time Series Forecasting | —Unverified | 0 |
| PDRL: Multi-Agent based Reinforcement Learning for Predictive Monitoring | Sep 19, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Peak Detection On Data Independent Acquisition Mass Spectrometry Data With Semisupervised Convolutional Transformers | Oct 26, 2020 | image-classificationImage Classification | —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 |
| PEMS: Pre-trained Epidemic Time-series Models | Nov 14, 2023 | Self-Supervised LearningTime Series | —Unverified | 0 |
| Penalized Estimation and Forecasting of Multiple Subject Intensive Longitudinal Data | Jul 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Penalized Quasi-likelihood Estimation and Model Selection in Time Series Models with Parameters on the Boundary | Feb 6, 2023 | Model SelectionTime Series | —Unverified | 0 |
| PerceptionNet: A Deep Convolutional Neural Network for Late Sensor Fusion | Nov 1, 2018 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Impact of Deep Learning Libraries on Online Adaptive Lightweight Time Series Anomaly Detection | Apr 30, 2023 | Anomaly DetectionDeep Learning | —Unverified | 0 |