| Initialization of multilayer forecasting artifical neural networks | Oct 23, 2014 | PredictionTime Series | —Unverified | 0 | 0 |
| Decision-Aware Conditional GANs for Time Series Data | Sep 26, 2020 | Generative Adversarial NetworkTime Series | —Unverified | 0 | 0 |
| Structure Learning from Time Series with False Discovery Control | May 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Structure Learning of Partitioned Markov Networks | Apr 2, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Structure Parameter Optimized Kernel Based Online Prediction with a Generalized Optimization Strategy for Nonstationary Time Series | Aug 18, 2021 | PredictionTime Series | —Unverified | 0 | 0 |
| Initialization matters: Orthogonal Predictive State Recurrent Neural Networks | Jan 1, 2018 | regressionTime Series | —Unverified | 0 | 0 |
| Initialising Kernel Adaptive Filters via Probabilistic Inference | Jul 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| STS Classification with Dual-stream CNN | May 20, 2018 | Activity RecognitionClassification | —Unverified | 0 | 0 |
| ST-Tree with Interpretability for Multivariate Time Series Classification | Nov 18, 2024 | ClassificationDecision Making | —Unverified | 0 | 0 |
| STTS-EAD: Improving Spatio-Temporal Learning Based Time Series Prediction via | Jan 14, 2025 | Anomaly DetectionMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| Deciphering interventional dynamical causality from non-intervention systems | Jun 29, 2024 | Time Series | —Unverified | 0 | 0 |
| Study of Set-Membership Adaptive Kernel Algorithms | Aug 15, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Study of Stylized Facts in Stock Market Data | Oct 1, 2023 | Time Series | —Unverified | 0 | 0 |
| Study of the impact of climate change on precipitation in Paris area using method based on iterative multiscale dynamic time warping (IMS-DTW) | Oct 22, 2019 | ClusteringDynamic Time Warping | —Unverified | 0 | 0 |
| Initial conditions in the neural field model | May 23, 2016 | modelTime Series | —Unverified | 0 | 0 |
| ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling | Mar 13, 2019 | Graph LearningTime Series | —Unverified | 0 | 0 |
| Deciphering Dynamical Nonlinearities in Short Time Series Using Recurrent Neural Networks | Jul 15, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| StyleTime: Style Transfer for Synthetic Time Series Generation | Sep 22, 2022 | Data AugmentationStyle Transfer | —Unverified | 0 | 0 |
| Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation | Apr 30, 2020 | Earth ObservationTime Series | —Unverified | 0 | 0 |
| A Deep Learning Spatiotemporal Prediction Framework for Mobile Crowdsourced Services | Sep 4, 2018 | Deep LearningGeneral Classification | —Unverified | 0 | 0 |
| Subgroup detection in linear growth curve models with generalized linear mixed model (GLMM) trees | Sep 11, 2023 | Time Series | —Unverified | 0 | 0 |
| A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data | Jul 27, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Subjective Metrics-based Cloud Market Performance Prediction | Sep 21, 2020 | BIG-bench Machine LearningPrediction | —Unverified | 0 | 0 |
| Sub-Optimal Multi-Phase Path Planning: A Method for Solving Rubik's Revenge | Jan 20, 2016 | Rubik's CubeTime Series | —Unverified | 0 | 0 |
| Informed Forecasting: Leveraging Auxiliary Knowledge to Boost LLM Performance on Time Series Forecasting | May 15, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Informative Priors Improve the Reliability of Multimodal Clinical Data Classification | Nov 17, 2023 | Time SeriesVariational Inference | —Unverified | 0 | 0 |
| Decentralized Flood Forecasting Using Deep Neural Networks | Feb 6, 2019 | ManagementTime Series | —Unverified | 0 | 0 |
| Subspace Change-Point Detection via Low-Rank Matrix Factorisation | Oct 8, 2021 | Change Point DetectionTime Series | —Unverified | 0 | 0 |
| Attentive Gaussian processes for probabilistic time-series generation | Feb 10, 2021 | Gaussian ProcessesTime Series | —Unverified | 0 | 0 |
| Successive Model-Agnostic Meta-Learning for Few-Shot Fault Time Series Prognosis | Nov 4, 2023 | Meta-LearningPrediction | —Unverified | 0 | 0 |
| Information Theory Inspired Pattern Analysis for Time-series Data | Feb 22, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Summary Markov Models for Event Sequences | May 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis | Feb 20, 2020 | General Classificationregression | —Unverified | 0 | 0 |
| Information Theoretic Measures of Causal Influences during Transient Neural Events | Sep 15, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Superconducting radio-frequency cavity fault classification using machine learning at Jefferson Laboratory | Jun 11, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 | 0 |
| SuperDeConFuse: A Supervised Deep Convolutional Transform based Fusion Framework for Financial Trading Systems | Nov 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Super ensemble learning for daily streamflow forecasting: Large-scale demonstration and comparison with multiple machine learning algorithms | Sep 9, 2019 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 | 0 |
| Supervised Autoencoder MLP for Financial Time Series Forecasting | Apr 2, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs | Sep 17, 2022 | graph constructionGraph Neural Network | —Unverified | 0 | 0 |
| Supervised classification-based stock prediction and portfolio optimization | Jun 3, 2014 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Supervised DKRC with Images for Offline System Identification | Sep 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction | May 1, 2020 | feature selectionTime Series | —Unverified | 0 | 0 |
| Information theoretical study of cross-talk mediated signal transduction in MAPK pathways | Dec 30, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk | Sep 27, 2018 | ICU MortalityPrediction | —Unverified | 0 | 0 |
| Information Flow Rate for Cross-Correlated Stochastic Processes | Jan 10, 2024 | Causal InferenceGaussian Processes | —Unverified | 0 | 0 |
| Supervised Time Series Classification for Anomaly Detection in Subsea Engineering | Mar 12, 2024 | Anomaly DetectionClassification | —Unverified | 0 | 0 |
| Debiasing Continuous-time Nonlinear Autoregressions | Apr 7, 2025 | regressionTime Series | —Unverified | 0 | 0 |
| Analysis of stock index with a generalized BN-S model: an approach based on machine learning and fuzzy parameters | Jan 22, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Support Spinor Machine | Sep 11, 2017 | General ClassificationOne-Class Classification | —Unverified | 0 | 0 |
| DDPG based on multi-scale strokes for financial time series trading strategy | Jun 5, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 | 0 |