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| Efficient probabilistic reconciliation of forecasts for real-valued and count time series | Oct 5, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding | Sep 17, 2024 | PositionTime Series | —Unverified | 0 |
| Probabilistic Segmentation via Total Variation Regularization | Nov 16, 2015 | Density EstimationSegmentation | —Unverified | 0 |
| CHIME: Conditional Hallucination and Integrated Multi-scale Enhancement for Time Series Diffusion Model | Jun 4, 2025 | DenoisingHallucination | —Unverified | 0 |
| StationPlot: A New Non-stationarity Quantification Tool for Detection of Epileptic Seizures | Nov 10, 2018 | DiagnosticEEG | —Unverified | 0 |
| IIP-Mixer:Intra-Inter Patch Mixing Architecture for Battery Remaining Useful Life Prediction | Mar 27, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Probabilistic Temporal Subspace Clustering | Jul 1, 2017 | ClusteringTime Series | —Unverified | 0 |
| Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments | Nov 24, 2022 | Autonomous DrivingEdge-computing | —Unverified | 0 |
| Probabilistic Time Series Forecasting of Residential Loads -- A Copula Approach | Apr 30, 2025 | Density EstimationProbabilistic Time Series Forecasting | —Unverified | 0 |
| Cyclocopula Technique to Study the Relationship Between Two Cyclostationary Time Series with Fractional Brownian Motion Errors | Jun 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Time Series Analysis-Based Stock Price Prediction Using Machine Learning and Deep Learning Models | Apr 17, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| An Alternate View on Optimal Filtering in an RKHS | Dec 19, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Quantile Time Series Regression Models Revisited | Aug 12, 2023 | regressionTime Series | —Unverified | 0 |
| Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models | Jun 5, 2023 | compressed sensingTime Series | —Unverified | 0 |
| Probabilistic water demand forecasting using quantile regression algorithms | Apr 16, 2021 | Demand Forecastingquantile regression | —Unverified | 0 |
| Choosing Wavelet Methods, Filters, and Lengths for Functional Brain Network Construction | Dec 23, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| ProbPNN: Enhancing Deep Probabilistic Forecasting with Statistical Information | Feb 6, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cyclical Electromechanical Error Denial System Using Matrix Profile | Jun 29, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Process Knowledge Driven Change Point Detection for Automated Calibration of Discrete Event Simulation Models Using Machine Learning | May 11, 2020 | Change Point DetectionTime Series | —Unverified | 0 |
| Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier | Mar 2, 2020 | General ClassificationTime Series | —Unverified | 0 |
| Process mining-driven modeling and simulation to enhance fault diagnosis in cyber-physical systems | Jun 26, 2025 | Anomaly DetectionFault Diagnosis | —Unverified | 0 |
| Process Monitoring Using Maximum Sequence Divergence | Jul 9, 2018 | Anomaly DetectionTemporal Sequences | —Unverified | 0 |
| Process Outcome Prediction: CNN vs. LSTM (with Attention) | Apr 14, 2021 | General ClassificationPrediction | —Unverified | 0 |
| Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform V2 | Feb 7, 2025 | Time Series | —Unverified | 0 |
| Identifying Topology of Power Distribution Networks Based on Smart Meter Data | Sep 9, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Time Series Analysis-Based Forecasting Framework for the Indian Healthcare Sector | Apr 25, 2017 | DiversityTime Series | —Unverified | 0 |
| A Deep Learning Approach for Macroscopic Energy Consumption Prediction with Microscopic Quality for Electric Vehicles | Nov 25, 2021 | Decision MakingFeature Engineering | —Unverified | 0 |
| ProfileSR-GAN: A GAN based Super-Resolution Method for Generating High-Resolution Load Profiles | Jul 18, 2021 | Generative Adversarial NetworkNon-Intrusive Load Monitoring | —Unverified | 0 |
| Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction | Feb 9, 2024 | AttributeDecision Making | —Unverified | 0 |
| Prognostic classification based on random convolutional kernel | Apr 9, 2022 | ClassificationManagement | —Unverified | 0 |
| Progressive Cross-modal Knowledge Distillation for Human Action Recognition | Aug 17, 2022 | Action RecognitionKnowledge Distillation | —Unverified | 0 |
| Progressive Fusion for Multimodal Integration | Sep 1, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Progressive Growing of Neural ODEs | Mar 8, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences | Jun 19, 2021 | Emotion RecognitionMultimodal Emotion Recognition | —Unverified | 0 |
| Progressive Size-Adaptive Federated Learning: A Comprehensive Framework for Heterogeneous Multi-Modal Data Systems | Jun 24, 2025 | Federated LearningTime Series | —Unverified | 0 |
| Projecting infinite time series graphs to finite marginal graphs using number theory | Oct 9, 2023 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Prolongation of SMAP to Spatio-temporally Seamless Coverage of Continental US Using a Deep Learning Neural Network | Jul 20, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning | Dec 19, 2023 | Activity RecognitionDomain Adaptation | —Unverified | 0 |
| Identifying the module structure of swarms using a new framework of network-based time series clustering | Mar 1, 2021 | ClusteringTime Series | —Unverified | 0 |
| Identifying the Hidden Nexus between Benford Law Establishment in Stock Market and Market Efficiency: An Empirical Investigation | Jan 5, 2025 | Time Series | —Unverified | 0 |
| Prompting-based Temporal Domain Generalization | Oct 3, 2023 | Domain GeneralizationTime Series | —Unverified | 0 |
| CVTN: Cross Variable and Temporal Integration for Time Series Forecasting | Apr 29, 2024 | Multivariate Time Series ForecastingPrediction | —Unverified | 0 |
| Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks | Oct 31, 2016 | AllObject Recognition | —Unverified | 0 |
| Proofs and additional experiments on Second order techniques for learning time-series with structural breaks | Dec 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Propagation Graph Estimation from Individual's Time Series of Observed States | May 11, 2020 | PositionTime Series | —Unverified | 0 |
| Protect and Extend -- Using GANs for Synthetic Data Generation of Time-Series Medical Records | Feb 21, 2024 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| Prototypes as Explanation for Time Series Anomaly Detection | Jul 4, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Provably Calibrated Regression Under Distribution Drift | Sep 29, 2021 | Predictionregression | —Unverified | 0 |
| Identifying Systems with Symmetries using Equivariant Autoregressive Reservoir Computers | Nov 16, 2023 | Time Series | —Unverified | 0 |