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| Spatial and Spatiotemporal Volatility Models: A Review | Aug 24, 2023 | Time Series | —Unverified | 0 |
| Highly comparative feature-based time-series classification | Jan 15, 2014 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Spatial heterogeneity analyses identify limitations of epidemic alert systems: Monitoring influenza-like illness in France | Mar 29, 2018 | EpidemiologyTime Series | —Unverified | 0 |
| Spatially Encoding Temporal Correlations to Classify Temporal Data Using Convolutional Neural Networks | Sep 24, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Spatial Mapping with Gaussian Processes and Nonstationary Fourier Features | Nov 15, 2017 | Gaussian ProcessesTime Series | —Unverified | 0 |
| COVID-19 Hospitalizations Forecasts Using Internet Search Data | Feb 3, 2022 | Decision MakingTime Series | —Unverified | 0 |
| Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting | Jun 7, 2022 | Graph AttentionTime Series | —Unverified | 0 |
| Spatial-Temporal Bearing Fault Detection Using Graph Attention Networks and LSTM | Oct 15, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Spatial-Temporal DAG Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification | Dec 16, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |
| Spatial Temporal Graph Convolution with Graph Structure Self-learning for Early MCI Detection | Nov 11, 2022 | Self-LearningTime Series | —Unverified | 0 |
| High-Frequency Radar Ocean Current Mapping at Rapid Scale with Autoregressive Modeling | Jun 19, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| HOTVis: Higher-Order Time-Aware Visualisation of Dynamic Graphs | Aug 16, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A symbolic information approach applied to human intracranial data to characterize and distinguish different congnitive processes | Apr 27, 2024 | Time Series | —Unverified | 0 |
| Spatial-temporal wind field prediction by Artificial Neural Networks | Dec 13, 2017 | PredictionTime Series | —Unverified | 0 |
| Spatio-Temporal Activation Function To Map Complex Dynamical Systems | Sep 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Multi-scenario Attention-based Generative Model for Personalized Blood Pressure Time Series Forecasting | Sep 7, 2024 | PrognosisRepresentation Learning | —Unverified | 0 |
| Spectrum of non-Hermitian deep-Hebbian neural networks | Aug 24, 2022 | RetrievalTime Series | —Unverified | 0 |
| Spatiotemporal Analysis Using Riemannian Composition of Diffusion Operators | Jan 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Future-Guided Learning: A Predictive Approach To Enhance Time-Series Forecasting | Oct 19, 2024 | Seizure predictionTime Series | —Unverified | 0 |
| Confidence Interval Construction for Multivariate time series using Long Short Term Memory Network | Nov 25, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatiotemporal Cardiac Statistical Shape Modeling: A Data-Driven Approach | Sep 6, 2022 | SpecificityTime Series | —Unverified | 0 |
| Spatiotemporal clustering, climate periodicity, and social-ecological risk factors for dengue during an outbreak in Machala, Ecuador, in 2010 | Jan 13, 2015 | Model SelectionTime Series | —Unverified | 0 |
| Higher-order Organization in the Human Brain from Matrix-Based Rényi's Entropy | Mar 21, 2023 | Time Series | —Unverified | 0 |
| Fuzzy clustering of ordinal time series based on two novel distances with economic applications | Apr 24, 2023 | ClusteringTime Series | —Unverified | 0 |
| A Multi-Scale Tensor Network Architecture for Classification and Regression | Jan 22, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Spatiotemporal Forecasting in Climate Data Using EOFs and Machine Learning Models: A Case Study in Chile | Feb 21, 2025 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Fuzzy Cognitive Maps and Hidden Markov Models: Comparative Analysis of Efficiency within the Confines of the Time Series Classification Task | Apr 28, 2022 | ClassificationTime Series | —Unverified | 0 |
| Spatio-Temporal Functional Neural Networks | Sep 11, 2020 | regressionTime Series | —Unverified | 0 |
| Higher-order Motif-based Time Series Classification for Forced Oscillation Source Location in Power Grids | Jun 23, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |
| Higher-order Cross-structural Embedding Model for Time Series Analysis | Oct 30, 2024 | Contrastive LearningTime Series | —Unverified | 0 |
| Spatio-temporal graph neural networks for multi-site PV power forecasting | Jul 29, 2021 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Spatio-Temporal Graph Scattering Transform | Dec 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatio-Temporal Graph Structure Learning for Traffic Forecasting | Apr 3, 2020 | Graph structure learningTime Series | —Unverified | 0 |
| A Survey: Time Travel in Deep Learning Space: An Introduction to Deep Learning Models and How Deep Learning Models Evolved from the Initial Ideas | Oct 16, 2015 | Deep LearningTime Series | —Unverified | 0 |
| Spatiotemporal-Linear: Towards Universal Multivariate Time Series Forecasting | Dec 22, 2023 | Multivariate Time Series ForecastingPrediction | —Unverified | 0 |
| Spectral Differential Network Analysis for High-Dimensional Time Series | Dec 10, 2024 | Time Series | —Unverified | 0 |
| Higher Mediterranean diet score is associated with longer time between relapses in Australian females with multiple sclerosis | Nov 2, 2023 | Survival AnalysisTime Series | —Unverified | 0 |
| Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery | Apr 23, 2018 | DecoderEpidemiology | —Unverified | 0 |
| COVID-19 mortality analysis from soft-data multivariate curve regression and machine learning | Aug 7, 2020 | BIG-bench Machine LearningDensity Estimation | —Unverified | 0 |
| A Semi-Supervised Approach for Abnormal Event Prediction on Large Operational Network Time-Series Data | Oct 14, 2021 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| Spatiotemporal Representation Learning on Time Series with Dynamic Graph ODEs | Sep 29, 2021 | Graph structure learningRepresentation Learning | —Unverified | 0 |
| GAGE: Geometry Preserving Attributed Graph Embeddings | Nov 3, 2020 | AttributeLink Prediction | —Unverified | 0 |
| Spatio-temporal Stacked LSTM for Temperature Prediction in Weather Forecasting | Nov 15, 2018 | PredictionTime Series | —Unverified | 0 |
| SatSwinMAE: Efficient Autoencoding for Multiscale Time-series Satellite Imagery | May 3, 2024 | DecoderEarth Observation | —Unverified | 0 |
| High Dimensional Time Series Regression Models: Applications to Statistical Learning Methods | Aug 27, 2023 | regressionTime Series | —Unverified | 0 |
| SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models | May 13, 2025 | MambaMultivariate Time Series Forecasting | —Unverified | 0 |
| GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data | Aug 3, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Specific low frequency electromagnetic fields induce epigenetic and functional changes in U937 cells | Oct 15, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Modeling Macroeconomic Variations After COVID-19 | Mar 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |