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| Geometric Optimisation on Manifolds with Applications to Deep Learning | Mar 9, 2022 | Deep LearningGPU | —Unverified | 0 |
| Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting | Mar 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series | Jun 21, 2024 | Time Series | —Unverified | 0 |
| Detecting Attacks on IoT Devices using Featureless 1D-CNN | Sep 9, 2021 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction | Aug 26, 2020 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| GG-SSMs: Graph-Generating State Space Models | Dec 17, 2024 | MambaOptical Flow Estimation | —Unverified | 0 |
| Detecting a trend change in cross-border epidemic transmission | Oct 14, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian inference of natural selection from allele frequency time series | Jan 20, 2016 | Bayesian InferenceTime Series | —Unverified | 0 |
| Continuous-time Autoencoders for Regular and Irregular Time Series Imputation | Dec 27, 2023 | ImputationIrregular Time Series | —Unverified | 0 |
| Detecting and modelling delayed density-dependence in abundance time series of a small mammal (Didelphis aurita) | Feb 16, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision | Apr 10, 2024 | Contrastive LearningTime Series | —Unverified | 0 |
| Bayesian inference of chaotic dynamics by merging data assimilation, machine learning and expectation-maximization | Jan 17, 2020 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| Global Mapping of Exposure and Physical Vulnerability Dynamics in Least Developed Countries using Remote Sensing and Machine Learning | Apr 2, 2024 | Time Series | —Unverified | 0 |
| A model-free approach to fingertip slip and disturbance detection for grasp stability inference | Nov 22, 2023 | Time Series | —Unverified | 0 |
| An Evaluation of Low Overhead Time Series Preprocessing Techniques for Downstream Machine Learning | Sep 12, 2022 | ClassificationTime Series | —Unverified | 0 |
| GlucoSynth: Generating Differentially-Private Synthetic Glucose Traces | Mar 2, 2023 | Privacy PreservingTime Series | —Unverified | 0 |
| Locating line and node disturbances in networks of diffusively coupled dynamical agents | Mar 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detecting and explaining changes in various assets' relationships in financial markets | May 21, 2020 | Decision MakingTime Series | —Unverified | 0 |
| Bayesian Inference in High-Dimensional Time-Serieswith the Orthogonal Stochastic Linear Mixing Model | Jun 25, 2021 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| GNN-based Anomaly Detection for Encoded Network Traffic | May 22, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Goal-Oriented Time-Series Forecasting: Foundation Framework Design | Apr 24, 2025 | Decision MakingPrediction | —Unverified | 0 |
| DETECT: A Hierarchical Clustering Algorithm for Behavioural Trends in Temporal Educational Data | May 4, 2020 | ClusteringTime Series | —Unverified | 0 |
| Go with the FLOW: Visualizing spatiotemporal dynamics in optical widefield calcium imaging | Sep 29, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| GP Kernels for Cross-Spectrum Analysis | Dec 1, 2015 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Bayesian inference from time series of allele frequency data using exact simulation techniques | Feb 17, 2025 | Bayesian InferenceTime Series | —Unverified | 0 |
| A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions | Jul 11, 2023 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2 | Dec 11, 2019 | ManagementTime Series | —Unverified | 0 |
| Granger Causality: A Review and Recent Advances | May 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Granger Causality Based Hierarchical Time Series Clustering for State Estimation | Apr 9, 2021 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Detailed Primary and Secondary Distribution System Model Enhancement Using AMI Data | May 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Granger Causality in Multi-variate Time Series using a Time Ordered Restricted Vector Autoregressive Model | Nov 11, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Contrastive Learning for Time Series on Dynamic Graphs | Sep 21, 2022 | Activity RecognitionAnomaly Detection | —Unverified | 0 |
| Granger Causal Structure Reconstruction from Heterogeneous Multivariate Time Series | Sep 25, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian inference and superstatistics to describe long memory processes of financial time series | May 10, 2021 | Bayesian InferenceTime Series | —Unverified | 0 |
| DeStress: Deep Learning for Unsupervised Identification of Mental Stress in Firefighters from Heart-rate Variability (HRV) Data | Nov 18, 2019 | ClusteringHeart Rate Variability | —Unverified | 0 |
| GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection | May 23, 2022 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version | Mar 19, 2021 | Correlated Time Series ForecastingGraph Attention | —Unverified | 0 |
| Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC | Jun 12, 2013 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Deriving land surface phenology indicators from CO2 eddy covariance measurements | Jul 1, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Graph-based denoising for time-varying point clouds | Nov 16, 2015 | DenoisingTime Series | —Unverified | 0 |
| Graph-based era segmentation of international financial integration | May 28, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Evaluation of Classification Methods for 3D Printing Time-Series Data | Oct 2, 2020 | BIG-bench Machine LearningDynamic Time Warping | —Unverified | 0 |
| Bayesian Forecasting of Stock Returns on the JSE using Simultaneous Graphical Dynamic Linear Models | Jul 7, 2023 | Time Series | —Unverified | 0 |
| Graph-based Local Climate Classification in Iran | Oct 18, 2021 | ClassificationTime Series | —Unverified | 0 |
| Graph-Based Permutation Patterns for the Analysis of Task-Related fMRI Signals on DTI Networks in Mild Cognitive Impairment | Sep 21, 2023 | Time Series | —Unverified | 0 |
| Hinge-FM2I: An Approach using Image Inpainting for Interpolating Missing Data in Univariate Time Series | Jun 8, 2024 | Image InpaintingImputation | —Unverified | 0 |
| Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks | Oct 27, 2020 | Active LearningTime Series | —Unverified | 0 |
| Graph Anomaly Detection in Time Series: A Survey | Jan 31, 2023 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| HiNoVa: A Novel Open-Set Detection Method for Automating RF Device Authentication | May 16, 2023 | Time Series | —Unverified | 0 |