| Dynamic process fault prediction using canonical variable trend analysis | Apr 12, 2016 | PredictionTime Series | CodeCode Available | 0 | 5 |
| CSTS: A Benchmark for the Discovery of Correlation Structures in Time Series Clustering | May 20, 2025 | ClusteringClustering Algorithms Evaluation | CodeCode Available | 0 | 5 |
| ATCN: Resource-Efficient Processing of Time Series on Edge | Nov 10, 2020 | General ClassificationHeartbeat Classification | CodeCode Available | 0 | 5 |
| Ensemble Kalman Variational Objectives: Nonlinear Latent Trajectory Inference with A Hybrid of Variational Inference and Ensemble Kalman Filter | Oct 17, 2020 | DiversityState Space Models | CodeCode Available | 0 | 5 |
| Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models | Jan 27, 2025 | Arrhythmia DetectionConformal Prediction | CodeCode Available | 0 | 5 |
| Ensemble Augmentation for Deep Neural Networks Using 1-D Time Series Vibration Data | Aug 6, 2021 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach | Apr 9, 2023 | ManagementTime Series | CodeCode Available | 0 | 5 |
| Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data | Jul 29, 2022 | regressionTime Series | CodeCode Available | 0 | 5 |
| Enhancing Time Series Forecasting with Fuzzy Attention-Integrated Transformers | Mar 31, 2025 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Enhancing Solar Driver Forecasting with Multivariate Transformers | Jun 22, 2024 | Time Series | CodeCode Available | 0 | 5 |
| Dynamic Time Warping based Adversarial Framework for Time-Series Domain | Jul 9, 2022 | Adversarial RobustnessDynamic Time Warping | CodeCode Available | 0 | 5 |
| A Deep Dive into Perturbations as Evaluation Technique for Time Series XAI | Jul 11, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Dynamic transformation of prior knowledge into Bayesian models for data streams | Mar 13, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Enhancing Time Series Momentum Strategies Using Deep Neural Networks | Apr 9, 2019 | PositionTime Series | CodeCode Available | 0 | 5 |
| Ensemble of heterogeneous flexible neural trees using multiobjective genetic programming | May 16, 2017 | ClassificationDiversity | CodeCode Available | 0 | 5 |
| Estimating optical vegetation indices and biophysical variables for temperate forests with Sentinel-1 SAR data using machine learning techniques: A case study for Czechia | Nov 13, 2023 | AutoMLTime Series | CodeCode Available | 0 | 5 |
| Enhancing Missing Data Imputation of Non-stationary Signals with Harmonic Decomposition | Sep 8, 2023 | ImputationMissing Values | CodeCode Available | 0 | 5 |
| Enhancing Masked Time-Series Modeling via Dropping Patches | Dec 19, 2024 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 | 5 |
| Path Signature Area-Based Causal Discovery in Coupled Time Series | Oct 23, 2021 | Causal DiscoveryGraph structure learning | CodeCode Available | 0 | 5 |
| An adaptive standardisation methodology for Day-Ahead electricity price forecasting | Nov 5, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| Anomaly Detection in Multivariate Non-stationary Time Series for Automatic DBMS Diagnosis | Aug 8, 2017 | Anomaly DetectionManagement | CodeCode Available | 0 | 5 |
| Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-Series | Nov 3, 2024 | Data IntegrationFeature Engineering | CodeCode Available | 0 | 5 |
| Enhancing Multivariate Time Series-based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning | Sep 21, 2024 | Contrastive Learningfeature selection | CodeCode Available | 0 | 5 |
| SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time Series | Dec 7, 2022 | Irregular Time SeriesTime Series | CodeCode Available | 0 | 5 |
| A Deep Convolutional Neural Network for Time Series Classification with Intermediate Targets | Oct 28, 2023 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
