| A Hybrid Approach for Smart Alert Generation | Jun 2, 2023 | Anomaly DetectionFeature Engineering | —Unverified | 0 | 0 |
| Adaptive Classification of Interval-Valued Time Series | Apr 4, 2025 | ClassificationEconometrics | —Unverified | 0 | 0 |
| Accelerating Neural ODEs Using Model Order Reduction | May 28, 2021 | modelTime Series | —Unverified | 0 | 0 |
| Benchmarking Pre-Trained Time Series Models for Electricity Price Forecasting | Jun 9, 2025 | BenchmarkingDecision Making | —Unverified | 0 | 0 |
| Recurrent Neural Network-based Model for Accelerated Trajectory Analysis in AIMD Simulations | Sep 23, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Evaluation of Missing Data Imputation for Time Series Without Ground Truth | Feb 26, 2025 | ImputationManagement | —Unverified | 0 | 0 |
| Evaluation of Local Explanation Methods for Multivariate Time Series Forecasting | Sep 18, 2020 | BIG-bench Machine LearningMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| Evaluation of k-means time series clustering based on z-normalization and NP-Free | Jan 28, 2024 | ClusteringTime Series | —Unverified | 0 | 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 | 0 |
| A parsimonious, computationally efficient machine learning method for spatial regression | Sep 28, 2023 | Computational Efficiencyregression | —Unverified | 0 | 0 |
| Evaluation of Energy Resilience and Cost Benefit in Microgrid with Peer-to-Peer Energy Trading | Dec 5, 2022 | energy tradingTime Series | —Unverified | 0 | 0 |
| Evaluation of Deep Neural Operator Models toward Ocean Forecasting | Aug 22, 2023 | Time Series | —Unverified | 0 | 0 |
| Change-point Detection and Segmentation of Discrete Data using Bayesian Context Trees | Mar 8, 2022 | Change Point DetectionTime Series | —Unverified | 0 | 0 |
| Ensemble quantile-based deep learning framework for streamflow and flood prediction in Australian catchments | Jul 20, 2024 | Deep LearningPrediction | —Unverified | 0 | 0 |
| Changepoint Analysis of Topic Proportions in Temporal Text Data | Nov 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Aortic Pressure Forecasting with Deep Sequence Learning | May 12, 2020 | PrognosisTime Series | —Unverified | 0 | 0 |
| Log-PDE Methods for Rough Signature Kernels | Apr 1, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Evaluating Time-Series Training Dataset through Lens of Spectrum in Deep State Space Models | Aug 29, 2024 | State Space ModelsTime Series | —Unverified | 0 | 0 |
| Change of persistence in European electricity spot prices | Dec 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Evaluating Time Series Models with Knowledge Discovery | Mar 19, 2025 | Time Series | —Unverified | 0 | 0 |
| Evaluating Time Series Foundation Models on Noisy Periodic Time Series | Jan 1, 2025 | Time Series | —Unverified | 0 | 0 |
| Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model | Jun 26, 2024 | Change DetectionTime Series | —Unverified | 0 | 0 |
| Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing | Jul 1, 2024 | Data AugmentationEvent Detection | —Unverified | 0 | 0 |
| Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data | Nov 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Evaluating the Robustness of Time Series Anomaly and Intrusion Detection Methods against Adversarial Attacks | Sep 29, 2021 | Intrusion DetectionTime Series | —Unverified | 0 | 0 |
| Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data | May 13, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 | 0 |
| Challenges in Forecasting Malicious Events from Incomplete Data | Apr 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection | Feb 18, 2019 | Anomaly DetectionChange Point Detection | —Unverified | 0 | 0 |
| A High GOPs/Slice Time Series Classifier for Portable and Embedded Biomedical Applications | Feb 27, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Evaluating Temporal Plasticity in Foundation Time Series Models for Incremental Fine-tuning | Apr 20, 2025 | Continual LearningIncremental Learning | —Unverified | 0 | 0 |
| Evaluating State of the Art, Forecasting Ensembles- and Meta-learning Strategies for Model Fusion | Mar 7, 2022 | Ensemble LearningMeta-Learning | —Unverified | 0 | 0 |
| Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data | May 20, 2025 | Data AugmentationSynthetic Data Generation | —Unverified | 0 | 0 |
| Evaluating Simplification Algorithms for Interpretability of Time Series Classification | May 13, 2025 | Time SeriesTime Series Classification | —Unverified | 0 | 0 |
| Challenges and approaches to time-series forecasting in data center telemetry: A Survey | Jan 11, 2021 | ManagementTime Series | —Unverified | 0 | 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 | 0 |
| CHALLENGER: Training with Attribution Maps | May 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| An Unsupervised Multivariate Time Series Kernel Approach for Identifying Patients with Surgical Site Infection from Blood Samples | Mar 21, 2018 | General ClassificationImputation | —Unverified | 0 | 0 |
| A hidden Markov model for statistical arbitrage in international crude oil futures markets | Sep 2, 2023 | Time Series | —Unverified | 0 | 0 |
| Evaluating Preprocessing Strategies for Time Series Prediction Using Deep Learning Architectures | Jan 1, 2017 | PredictionTime Series | —Unverified | 0 | 0 |
| Chain-structured neural architecture search for financial time series forecasting | Mar 15, 2024 | Bayesian OptimizationNeural Architecture Search | —Unverified | 0 | 0 |
| Evaluating Machine Learning Models for the Fast Identification of Contingency Cases | Aug 21, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark | Apr 25, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| CGT: Clustered Graph Transformer for Urban Spatio-temporal Prediction | Sep 25, 2019 | DecoderGraph Attention | —Unverified | 0 | 0 |
| Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data | Mar 2, 2024 | Prompt EngineeringTime Series | —Unverified | 0 | 0 |
| Evaluating genetic drift in time-series evolutionary analysis | Nov 18, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| CGS-Mask: Making Time Series Predictions Intuitive for All | Dec 15, 2023 | AllDecision Making | —Unverified | 0 | 0 |
| An Unsupervised Clustering-Based Short-Term Solar Forecasting Methodology Using Multi-Model Machine Learning Blending | May 10, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 | 0 |
| Agtech Framework for Cranberry-Ripening Analysis Using Vision Foundation Models | Dec 12, 2024 | Dimensionality ReductionTime Series | —Unverified | 0 | 0 |
| Adaptive Bayesian Sum of Trees Model for Covariate Dependent Spectral Analysis | Sep 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Evaluating DTW Measures via a Synthesis Framework for Time-Series Data | Feb 14, 2024 | Dynamic Time WarpingTime Series | —Unverified | 0 | 0 |