| TopoCL: Topological Contrastive Learning for Time Series | Feb 5, 2025 | Anomaly DetectionContrastive Learning | —Unverified | 0 | 0 |
| Time-Varying Dynamic Bayesian Networks | Dec 1, 2009 | Computational EfficiencyTime Series | —Unverified | 0 | 0 |
| Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity | Jul 18, 2024 | Causal InferenceEEG | —Unverified | 0 | 0 |
| Topological Attention for Time Series Forecasting | Jul 19, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Topological biomarkers for real-time detection of epileptic seizures | Nov 4, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Dynamic Interpretable Change Point Detection | Nov 8, 2022 | Change Point DetectionDecision Making | —Unverified | 0 | 0 |
| Hydroelectric Generation Forecasting with Long Short Term Memory (LSTM) Based Deep Learning Model for Turkey | Sep 18, 2021 | Deep LearningTime Series | —Unverified | 0 | 0 |
| Topological Data Analysis of Time Series Data for B2B Customer Relationship Management | May 26, 2019 | ClusteringManagement | —Unverified | 0 | 0 |
| Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings | Oct 9, 2021 | Brain Computer InterfaceFeature Importance | —Unverified | 0 | 0 |
| Cryptocurrency Market Consolidation in 2020--2021 | Dec 13, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Topological Feature Vectors for Chatter Detection in Turning Processes | May 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Topological Hidden Markov Models | May 26, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Time-Transformed Test for the Explosive Bubbles under Non-stationary Volatility | Dec 27, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Hydroclimatic time series features at multiple time scales | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Correlation recurrent units: A novel neural architecture for improving the predictive performance of time-series data | Nov 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Topological Signal Processing using the Weighted Ordinal Partition Network | Apr 27, 2022 | Change Point DetectionTime Series | —Unverified | 0 | 0 |
| Topology-based Clusterwise Regression for User Segmentation and Demand Forecasting | Sep 8, 2020 | Cloud ComputingClustering | —Unverified | 0 | 0 |
| A Tale of Tail Covariances (and Diversified Tails) | Feb 27, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Topology, Convergence, and Reconstruction of Predictive States | Sep 19, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Topology data analysis of critical transitions in financial networks | Jan 21, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| An advanced spatio-temporal convolutional recurrent neural network for storm surge predictions | Apr 18, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Topology Identification under Spatially Correlated Noise | Dec 8, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| To Post or Not to Post: Using Online Trends to Predict Popularity of Offline Content | Jul 17, 2018 | ArticlesTime Series | —Unverified | 0 | 0 |
| A Comparative Analysis of Machine Learning Methods for Lane Change Intention Recognition Using Vehicle Trajectory Data | Jul 28, 2023 | Autonomous VehiclesIntent Detection | —Unverified | 0 | 0 |
| Time Tracker: Mixture-of-Experts-Enhanced Foundation Time Series Forecasting Model with Decoupled Training Pipelines | May 21, 2025 | Graph LearningMixture-of-Experts | —Unverified | 0 | 0 |