| Characters as Graphs: Recognizing Online Handwritten Chinese Characters via Spatial Graph Convolutional Network | Apr 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Expert Aggregation for Financial Forecasting | Nov 25, 2021 | BIG-bench Machine LearningMixture-of-Experts | —Unverified | 0 |
| Diagnostic Spatio-temporal Transformer with Faithful Encoding | May 26, 2023 | DiagnosticTime Series | —Unverified | 0 |
| Explainable Adaptive Tree-based Model Selection for Time Series Forecasting | Jan 2, 2024 | Decision MakingDrift Detection | —Unverified | 0 |
| Diagnosis of systemic risk and contagion across financial sectors | Jan 17, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis | Dec 20, 2024 | Computational EfficiencyDimensionality Reduction | —Unverified | 0 |
| A Self-organizing Interval Type-2 Fuzzy Neural Network for Multi-Step Time Series Prediction | Jul 10, 2024 | PredictionTime Series | —Unverified | 0 |
| Explainable AI for Time Series via Virtual Inspection Layers | Mar 11, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Explainable-AI powered stock price prediction using time series transformers: A Case Study on BIST100 | Jun 1, 2025 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Financial Time Series Analysis and Forecasting with HHT Feature Generation and Machine Learning | May 23, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| DGCformer: Deep Graph Clustering Transformer for Multivariate Time Series Forecasting | May 14, 2024 | ClusteringCollaborative Filtering | —Unverified | 0 |
| Explainable boosted linear regression for time series forecasting | Sep 18, 2020 | Decision MakingPrediction Intervals | —Unverified | 0 |
| Behave-XAI: Deep Explainable Learning of Behavioral Representational Data | Dec 30, 2022 | Explainable Artificial Intelligence (XAI)Time Series | —Unverified | 0 |
| BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting | Jan 31, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| DeVLearn: A Deep Visual Learning Framework for Localizing Temporary Faults in Power Systems | Nov 9, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Devil in the Detail: Attack Scenarios in Industrial Applications | May 24, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| Explainable Framework for Time-series Analysis via Topological Data Analysis | Oct 10, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop | Mar 2, 2025 | PredictionTime Series | —Unverified | 0 |
| Financial series prediction using Attention LSTM | Feb 28, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Explainable nonlinear modelling of multiple time series with invertible neural networks | Jul 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ChemTime: Rapid and Early Classification for Multivariate Time Series Classification of Chemical Sensors | Dec 15, 2023 | BenchmarkingClassification | —Unverified | 0 |
| Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting | Mar 4, 2019 | Demand ForecastingManagement | —Unverified | 0 |
| Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series | Jan 19, 2021 | Information RetrievalRetrieval | —Unverified | 0 |
| Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine | Dec 19, 2024 | Selection biasTime Series | —Unverified | 0 |
| Financial Time Series Data Augmentation with Generative Adversarial Networks and Extended Intertemporal Return Plots | May 18, 2022 | Data AugmentationTime Series | —Unverified | 0 |