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| Data Matters: The Case of Predicting Mobile Cellular Traffic | Oct 21, 2024 | PredictionTime Series | CodeCode Available | 0 |
| Understand Waiting Time in Transaction Fee Mechanism: An Interdisciplinary Perspective | May 4, 2023 | Causal InferenceComputer Security | CodeCode Available | 0 |
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| Industrial-Grade Time-Dependent Counterfactual Root Cause Analysis through the Unanticipated Point of Incipient Failure: a Proof of Concept | Jul 10, 2024 | counterfactualTime Series | CodeCode Available | 0 |
| Data Imputation for Multivariate Time Series Sensor Data with Large Gaps of Missing Data | Jun 1, 2022 | ImputationTime Series | CodeCode Available | 0 |
| Attention-Based Ensemble Pooling for Time Series Forecasting | Oct 24, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Uncertainty-DTW for Time Series and Sequences | Oct 30, 2022 | Action RecognitionDynamic Time Warping | CodeCode Available | 0 |
| IndMask: Inductive Explanation for Multivariate Time Series Black-Box Models | Oct 20, 2024 | Explanation GenerationTime Series | CodeCode Available | 0 |
| Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention | May 5, 2023 | Deep LearningTime Series | CodeCode Available | 0 |
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| Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series | Oct 16, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Individual Bus Trip Chain Prediction and Pattern Identification Considering Similarities | Dec 16, 2024 | PredictionTime Series | CodeCode Available | 0 |
| Unbiased Learning of Deep Generative Models with Structured Discrete Representations | Jun 14, 2023 | Time Series | CodeCode Available | 0 |
| Data-Efficient Sleep Staging with Synthetic Time Series Pretraining | Mar 13, 2024 | Brain DecodingEEG | CodeCode Available | 0 |
| Attending to Emotional Narratives | Jul 8, 2019 | Emotion RecognitionTime Series | CodeCode Available | 0 |
| Type-Driven Automated Learning with Lale | May 24, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Incremental Constrained Clustering by Minimal Weighted Modification | Sep 22, 2023 | ClusteringConstrained Clustering | CodeCode Available | 0 |
| Two-Sample Testing for Event Impacts in Time Series | Jan 31, 2020 | Event DetectionTime Series | CodeCode Available | 0 |
| Incorporating Stock Market Signals for Twitter Stance Detection | May 1, 2022 | Stance DetectionTime Series | CodeCode Available | 0 |
| Incorporating Pre-trained Model Prompting in Multimodal Stock Volume Movement Prediction | Sep 11, 2023 | Prompt LearningTime Series | CodeCode Available | 0 |
| Twitter mood predicts the stock market | Oct 14, 2010 | Decision MakingStock Market Prediction | CodeCode Available | 0 |
| TSViz: Demystification of Deep Learning Models for Time-Series Analysis | Feb 8, 2018 | ClusteringDeep Learning | CodeCode Available | 0 |
| IncomeSCM: From tabular data set to time-series simulator and causal estimation benchmark | May 25, 2024 | Model SelectionTime Series | CodeCode Available | 0 |
| Attaining entropy production and dissipation maps from Brownian movies via neural networks | Jun 29, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Transformer Framework for Data Fusion and Multi-Task Learning in Smart Cities | Nov 18, 2022 | Computational EfficiencyHumanitarian | CodeCode Available | 0 |
| Analysis of Thai Capital Market Linkages: Part I. Bivariate Copula Approach | Aug 8, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Matrix Factorization | Jun 23, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| imputeTS: Time Series Missing Value Imputation in R | Jun 1, 2017 | AttributeImputation | CodeCode Available | 0 |
| TSPP: A Unified Benchmarking Tool for Time-series Forecasting | Dec 28, 2023 | BenchmarkingFeature Engineering | CodeCode Available | 0 |
| Enhancing Algorithm Performance Understanding through tsMorph: Generating Semi-Synthetic Time Series for Robust Forecasting Evaluation | Dec 3, 2023 | Synthetic Data GenerationTime Series | CodeCode Available | 0 |
| Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series | Jan 14, 2024 | ImputationMemorization | CodeCode Available | 0 |
| TS-Inverse: A Gradient Inversion Attack Tailored for Federated Time Series Forecasting Models | Mar 26, 2025 | Federated Learningimage-classification | CodeCode Available | 0 |
| TSI: A Multi-View Representation Learning Approach for Time Series Forecasting | Sep 30, 2024 | Representation LearningTime Series | CodeCode Available | 0 |
| Gradient Importance Learning for Incomplete Observations | Jul 5, 2021 | ImputationMissing Values | CodeCode Available | 0 |
| Data Augmentation for Generating Synthetic Electrogastrogram Time Series | Mar 4, 2023 | Data AugmentationDiversity | CodeCode Available | 0 |
| TSFeatLIME: An Online User Study in Enhancing Explainability in Univariate Time Series Forecasting | Sep 24, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series | May 25, 2022 | ClassificationExplainable artificial intelligence | CodeCode Available | 0 |
| TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series Classification | Jun 25, 2019 | AttributeCPU | CodeCode Available | 0 |
| Cross-Camera Human Motion Transfer by Time Series Analysis | Sep 29, 2021 | Pose EstimationTime Series | CodeCode Available | 0 |
| TrueSkill Through Time: Revisiting the History of Chess | Dec 3, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Tropical time series, iterated-sums signatures and quasisymmetric functions | Sep 17, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Tripletformer for Probabilistic Interpolation of Irregularly sampled Time Series | Oct 5, 2022 | AstronomyDecoder | CodeCode Available | 0 |
| Improving the Evaluation and Actionability of Explanation Methods for Multivariate Time Series Classification | Jun 18, 2024 | channel selectionTime Series | CodeCode Available | 0 |
| Data-driven detrending of nonstationary fractal time series with echo state networks | Oct 24, 2015 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Tree Echo State Autoencoders with Grammars | Apr 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Data-Driven Copy-Paste Imputation for Energy Time Series | Jan 5, 2021 | Fault DetectionImputation | CodeCode Available | 0 |
| Transport with Support: Data-Conditional Diffusion Bridges | Jan 31, 2023 | Time Series | CodeCode Available | 0 |
| TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain Adaptation | May 15, 2025 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| Transparent Networks for Multivariate Time Series | Oct 14, 2024 | Additive modelsTime Series | CodeCode Available | 0 |