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| 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 |
| Ethereum Price Prediction Employing Large Language Models for Short-term and Few-shot Forecasting | Mar 29, 2025 | Sentiment AnalysisTime Series | —Unverified | 0 |
| Did ChatGPT or Copilot use alter the style of internet news headlines? A time series regression analysis | Mar 31, 2025 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Feasible Invertibility Conditions for Maximum Likelihood Estimation for Observation-Driven Models | Oct 10, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification | Jun 14, 2021 | Earth ObservationLand Cover Classification | —Unverified | 0 |
| Feature-Action Design Patterns for Storytelling Visualizations with Time Series Data | Feb 5, 2024 | Time Series | —Unverified | 0 |
| Dictionary-Learning-Based Data Pruning for System Identification | Feb 17, 2025 | Dictionary LearningTime Series | —Unverified | 0 |
| Diagnostic Uncertainty Limits the Potential of Early Warning Signals to Identify Epidemic Emergence | Apr 15, 2025 | DiagnosticTime Series | —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 |
| Evaluating conditional covariance estimates via a new targeting approach and a networks-based analysis | Feb 4, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes | Nov 13, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| An Unsupervised Approach for Automatic Activity Recognition based on Hidden Markov Model Regression | Dec 25, 2013 | Activity RecognitionGeneral Classification | —Unverified | 0 |
| AGSTN: Learning Attention-adjusted Graph Spatio-Temporal Networks for Short-term Urban Sensor Value Forecasting | Jan 29, 2021 | ManagementTime Series | —Unverified | 0 |
| Evaluating DTW Measures via a Synthesis Framework for Time-Series Data | Feb 14, 2024 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| CENTS: Generating synthetic electricity consumption time series for rare and unseen scenarios | Jan 24, 2025 | Protein Structure PredictionTime Series | —Unverified | 0 |
| A New Perspective on Time Series Anomaly Detection: Faster Patch-based Broad Learning System | Dec 7, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Diagnostic Spatio-temporal Transformer with Faithful Encoding | May 26, 2023 | DiagnosticTime Series | —Unverified | 0 |
| Diagnosis of systemic risk and contagion across financial sectors | Jan 17, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data | Mar 2, 2024 | Prompt EngineeringTime Series | —Unverified | 0 |
| Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark | Apr 25, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evaluating Machine Learning Models for the Fast Identification of Contingency Cases | Aug 21, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Evaluating Preprocessing Strategies for Time Series Prediction Using Deep Learning Architectures | Jan 1, 2017 | PredictionTime Series | —Unverified | 0 |
| Chain-structured neural architecture search for financial time series forecasting | Mar 15, 2024 | Bayesian OptimizationNeural Architecture Search | —Unverified | 0 |
| A Self-organizing Interval Type-2 Fuzzy Neural Network for Multi-Step Time Series Prediction | Jul 10, 2024 | PredictionTime Series | —Unverified | 0 |
| Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models | Apr 28, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Challenges and approaches to time-series forecasting in data center telemetry: A Survey | Jan 11, 2021 | ManagementTime Series | —Unverified | 0 |
| Evaluating Simplification Algorithms for Interpretability of Time Series Classification | May 13, 2025 | Time SeriesTime Series Classification | —Unverified | 0 |
| DGCformer: Deep Graph Clustering Transformer for Multivariate Time Series Forecasting | May 14, 2024 | ClusteringCollaborative Filtering | —Unverified | 0 |
| Behave-XAI: Deep Explainable Learning of Behavioral Representational Data | Dec 30, 2022 | Explainable Artificial Intelligence (XAI)Time Series | —Unverified | 0 |
| Evaluating Temporal Plasticity in Foundation Time Series Models for Incremental Fine-tuning | Apr 20, 2025 | Continual LearningIncremental Learning | —Unverified | 0 |
| Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data | May 20, 2025 | Data AugmentationSynthetic Data Generation | —Unverified | 0 |
| BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting | Jan 31, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Evaluating the Robustness of Time Series Anomaly and Intrusion Detection Methods against Adversarial Attacks | Sep 29, 2021 | Intrusion DetectionTime Series | —Unverified | 0 |
| Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing | Jul 1, 2024 | Data AugmentationEvent Detection | —Unverified | 0 |
| Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data | Nov 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evaluating Time Series Foundation Models on Noisy Periodic Time Series | Jan 1, 2025 | Time Series | —Unverified | 0 |
| Evaluating Time Series Models with Knowledge Discovery | Mar 19, 2025 | Time Series | —Unverified | 0 |
| Evaluating Time-Series Training Dataset through Lens of Spectrum in Deep State Space Models | Aug 29, 2024 | State Space ModelsTime Series | —Unverified | 0 |
| Change of persistence in European electricity spot prices | Dec 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Ensemble quantile-based deep learning framework for streamflow and flood prediction in Australian catchments | Jul 20, 2024 | Deep LearningPrediction | —Unverified | 0 |
| DeVLearn: A Deep Visual Learning Framework for Localizing Temporary Faults in Power Systems | Nov 9, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evaluation of Deep Neural Operator Models toward Ocean Forecasting | Aug 22, 2023 | Time Series | —Unverified | 0 |
| Evaluation of Energy Resilience and Cost Benefit in Microgrid with Peer-to-Peer Energy Trading | Dec 5, 2022 | energy tradingTime Series | —Unverified | 0 |
| Evaluation of Entropy and Fractal Dimension as Biomarkers for Tumor Growth and Treatment Response using Cellular Automata | Nov 27, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evaluation of k-means time series clustering based on z-normalization and NP-Free | Jan 28, 2024 | ClusteringTime Series | —Unverified | 0 |
| Evaluation of Local Explanation Methods for Multivariate Time Series Forecasting | Sep 18, 2020 | BIG-bench Machine LearningMultivariate Time Series Forecasting | —Unverified | 0 |
| Evaluation of Missing Data Imputation for Time Series Without Ground Truth | Feb 26, 2025 | ImputationManagement | —Unverified | 0 |
| Devil in the Detail: Attack Scenarios in Industrial Applications | May 24, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| Bayesian forecast combination using time-varying features | Aug 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |