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| Estimating Vector Fields from Noisy Time Series | Dec 6, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps | Nov 4, 2024 | Classificationcounterfactual | CodeCode Available | 0 | 5 |
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| A Survey on Principles, Models and Methods for Learning from Irregularly Sampled Time Series | Nov 30, 2020 | AstronomyBIG-bench Machine Learning | —Unverified | 0 | 0 |
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| A Survey on Knowledge integration techniques with Artificial Neural Networks for seq-2-seq/time series models | Aug 13, 2020 | Decision MakingTime Series | —Unverified | 0 | 0 |
| A Multi-scale Representation Learning Framework for Long-Term Time Series Forecasting | May 13, 2025 | Representation LearningTime Series | —Unverified | 0 | 0 |
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| Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy | Jan 4, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
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| CoughTrigger: Earbuds IMU Based Cough Detection Activator Using An Energy-efficient Sensitivity-prioritized Time Series Classifier | Nov 7, 2021 | SensitivitySpecificity | —Unverified | 0 | 0 |
| A Comprehensive Survey on Generative Diffusion Models for Structured Data | Jun 7, 2023 | SurveyTime Series | —Unverified | 0 | 0 |
| Cough Detection Using Hidden Markov Models | Apr 28, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| DeNOTS: Stable Deep Neural ODEs for Time Series | Aug 15, 2024 | Irregular Time SeriesState Space Models | —Unverified | 0 | 0 |
| A Multi-Phase Approach for Product Hierarchy Forecasting in Supply Chain Management: Application to MonarchFx Inc | Jun 16, 2020 | ManagementTime Series | —Unverified | 0 | 0 |
| Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification | Jan 13, 2018 | Deep LearningGeneral Classification | —Unverified | 0 | 0 |
| A Survey of Transformer Enabled Time Series Synthesis | Jun 4, 2024 | State Space ModelsSurvey | —Unverified | 0 | 0 |
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| AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis | May 17, 2024 | ImputationSuper-Resolution | —Unverified | 0 | 0 |
| A Combination of Temporal Sequence Learning and Data Description for Anomaly-based NIDS | Jun 7, 2019 | Anomaly DetectionIntrusion Detection | —Unverified | 0 | 0 |
| Cost-Effective Bad Synchrophasor Data Detection Based on Unsupervised Time Series Data Analytics | May 3, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Survey of Time Series Anomaly Detection Methods in the AIOps Domain | Aug 1, 2023 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| A Multi-Modal and Multitask Benchmark in the Clinical Domain | Jan 1, 2021 | BIG-bench Machine LearningDecompensation | —Unverified | 0 | 0 |
| CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition | Jan 3, 2024 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 | 0 |
| Correlation-wise Smoothing: Lightweight Knowledge Extraction for HPC Monitoring Data | Oct 13, 2020 | DescriptiveTime Series | —Unverified | 0 | 0 |
| Correlations and Flow of Information between The New York Times and Stock Markets | Jul 18, 2017 | Sentiment AnalysisTime Series | —Unverified | 0 | 0 |
| A Survey of Multi-sensor Fusion Perception for Embodied AI: Background, Methods, Challenges and Prospects | Jun 24, 2025 | 3D Object DetectionAutonomous Driving | —Unverified | 0 | 0 |
| A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture | Jul 11, 2022 | Decision MakingEEG | —Unverified | 0 | 0 |
| Correlation Based Feature Subset Selection for Multivariate Time-Series Data | Nov 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Survey of Few-Shot Learning for Biomedical Time Series | May 3, 2024 | Few-Shot LearningTime Series | —Unverified | 0 | 0 |
| Correlation Analysis of Adversarial Attack in Time Series Classification | Aug 21, 2024 | Adversarial AttackTime Series | —Unverified | 0 | 0 |
| Correlating Time Series with Interpretable Convolutional Kernels | Sep 2, 2024 | Time Series | —Unverified | 0 | 0 |
| A Survey of Feature Types and Their Contributions for Camera Tampering Detection | Oct 11, 2023 | Change DetectionTime Series | —Unverified | 0 | 0 |
| Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results | Aug 29, 2018 | Correlated Time Series ForecastingMulti-Task Learning | —Unverified | 0 | 0 |
| A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting | Jul 22, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 | 0 |
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| A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring | Sep 30, 2022 | ClassificationMulti-Label Classification | —Unverified | 0 | 0 |
| ADAT: Time-Series-Aware Adaptive Transformer Architecture for Sign Language Translation | Apr 16, 2025 | DecoderMachine Translation | —Unverified | 0 | 0 |
| A Combination Model for Time Series Prediction using LSTM via Extracting Dynamic Features Based on Spatial Smoothing and Sequential General Variational Mode Decomposition | Jun 5, 2024 | PredictionTime Series | —Unverified | 0 | 0 |
| Coronavirus (COVID-19): ARIMA based time-series analysis to forecast near future | Apr 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Predictive Modeling of Coronal Hole Areas Using Long Short-Term Memory Networks | Jan 17, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities | Mar 27, 2023 | DiagnosticEEG | —Unverified | 0 | 0 |
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