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| Scalable Deployment of AI Time-series Models for IoT | Mar 24, 2020 | Cloud ComputingFeature Engineering | —Unverified | 0 |
| Self-Adaptive Forecasting for Improved Deep Learning on Non-Stationary Time-Series | Feb 4, 2022 | DecoderModel Selection | —Unverified | 0 |
| Scalable Discovery of Time-Series Shapelets | Mar 11, 2015 | ClusteringGeneral Classification | —Unverified | 0 |
| Scalable Gradients and Variational Inference for Stochastic Differential Equations | Oct 16, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Scalable Hybrid Hidden Markov Model with Gaussian Process Emission for Sequential Time-series Observations | Nov 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Scalable Hybrid HMM with Gaussian Process Emission for Sequential Time-series Data Clustering | Jan 7, 2020 | ClusteringMissing Values | —Unverified | 0 |
| Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction | Aug 16, 2017 | Gaussian ProcessesImputation | —Unverified | 0 |
| Hybrid Attention Networks for Flow and Pressure Forecasting in Water Distribution Systems | Apr 13, 2020 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Scalable Linear Causal Inference for Irregularly Sampled Time Series with Long Range Dependencies | Mar 10, 2016 | Causal InferenceTime Series | —Unverified | 0 |
| HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting | Jul 27, 2023 | DecoderTime Series | —Unverified | 0 |
| Scalable Model-Based Gaussian Process Clustering | Sep 14, 2023 | ClusteringGaussian Processes | —Unverified | 0 |
| ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks | May 28, 2024 | Multivariate Time Series ForecastingNode Regression | —Unverified | 0 |
| Scalable Numerical Embeddings for Multivariate Time Series: Enhancing Healthcare Data Representation Learning | May 26, 2024 | ImputationMissing Values | —Unverified | 0 |
| Scalable photonic reinforcement learning by time-division multiplexing of laser chaos | Mar 26, 2018 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Scalable Pooled Time Series of Big Video Data from the Deep Web | Oct 21, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Scalable Predictive Time-Series Analysis of COVID-19: Cases and Fatalities | Apr 22, 2021 | regressionTime Series | —Unverified | 0 |
| Scalable Probabilistic Forecasting in Retail with Gradient Boosted Trees: A Practitioner's Approach | Nov 2, 2023 | Time Series | —Unverified | 0 |
| A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining | Aug 15, 2024 | Time SeriesTime Series Generation | —Unverified | 0 |
| Human Motion Prediction via Pattern Completion in Latent Representation Space | Apr 18, 2019 | Action ClassificationGeneral Classification | —Unverified | 0 |
| Scalable Structure Learning of Continuous-Time Bayesian Networks from Incomplete Data | Sep 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Human-like Time Series Summaries via Trend Utility Estimation | Jan 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cross-Modal Data Programming Enables Rapid Medical Machine Learning | Mar 26, 2019 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| An Adaptive Framework for Generalizing Network Traffic Prediction towards Uncertain Environments | Nov 30, 2023 | PredictionTime Series | —Unverified | 0 |
| Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition | Feb 16, 2022 | ClassificationHandwriting Recognition | —Unverified | 0 |
| EEG relative phase-based analysis unveils the complexity and universality of human brain dynamics: integrative insights from general anesthesia and ADHD | Mar 12, 2025 | EEGTime Series | —Unverified | 0 |
| A Systematic Evaluation of Domain Adaptation Algorithms On Time Series Data | Sep 29, 2021 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| Common patterns between dengue cases, climate, and local environmental variables in Costa Rica: A Wavelet Approach | Jan 3, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Scaling up Echo-State Networks with multiple light scattering | Sep 15, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SCANIA Component X Dataset: A Real-World Multivariate Time Series Dataset for Predictive Maintenance | Jan 26, 2024 | Anomaly DetectionSurvival Analysis | —Unverified | 0 |
| Scene Learning: Deep Convolutional Networks For Wind Power Prediction by Embedding Turbines into Grid Space | Jul 16, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SCformer: Segment Correlation Transformer for Long Sequence Time Series Forecasting | Sep 29, 2021 | ManagementTime Series | —Unverified | 0 |
| Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts | Jan 16, 2022 | SentenceTime Series | —Unverified | 0 |
| Scheduling Planting Time Through Developing an Optimization Model and Analysis of Time Series Growing Degree Units | Jul 2, 2022 | SchedulingTime Series | —Unverified | 0 |
| Human Activity Recognition using Smartphone | Jan 30, 2014 | Active LearningActivity Recognition | —Unverified | 0 |
| Crossmatching variable objects with the Gaia data | Feb 14, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts | May 20, 2022 | SentenceTime Series | —Unverified | 0 |
| Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation | May 21, 2024 | ImputationMultivariate Time Series Imputation | —Unverified | 0 |
| Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction | Aug 22, 2024 | modelTime Series | —Unverified | 0 |
| Seizure prediction with long-term iEEG recordings: What can we learn from data nonstationarity? | Jan 11, 2022 | PredictionSeizure prediction | —Unverified | 0 |
| Cross-LKTCN: Modern Convolution Utilizing Cross-Variable Dependency for Multivariate Time Series Forecasting Dependency for Multivariate Time Series Forecasting | Jun 4, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification | Jun 11, 2020 | Dynamic Time WarpingGeneral Classification | —Unverified | 0 |
| Human Activity Recognition on Time Series Accelerometer Sensor Data using LSTM Recurrent Neural Networks | Jun 3, 2022 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations | Feb 4, 2025 | SensitivityTime Series | —Unverified | 0 |
| Cross-Lingual Topic Alignment in Time Series Japanese / Chinese News | Nov 1, 2012 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SEA++: Multi-Graph-based High-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation | Nov 17, 2023 | Domain AdaptationTime Series | —Unverified | 0 |
| Human activity recognition based on time series analysis using U-Net | Sep 20, 2018 | Activity RecognitionGesture Recognition | —Unverified | 0 |
| Seasonal Encoder-Decoder Architecture for Forecasting | Jul 8, 2022 | DecoderTime Series | —Unverified | 0 |
| Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks | Apr 9, 2024 | PredictionTime Series | —Unverified | 0 |
| SegTime: Precise Time Series Segmentation without Sliding Window | Sep 29, 2021 | Human Activity RecognitionSegmentation | —Unverified | 0 |