| Detecting a trend change in cross-border epidemic transmission | Oct 14, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Bayesian inference of natural selection from allele frequency time series | Jan 20, 2016 | Bayesian InferenceTime Series | —Unverified | 0 | 0 |
| Locally adaptive factor processes for multivariate time series | Oct 7, 2012 | Bayesian InferenceGaussian Processes | —Unverified | 0 | 0 |
| Mining the Mind: Linear Discriminant Analysis of MEG source reconstruction time series supports dynamic changes in deep brain regions during meditation sessions | Jan 29, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Locally Adaptive Bayesian Multivariate Time Series | Dec 1, 2013 | Bayesian InferenceTime Series | —Unverified | 0 | 0 |
| LOCAL: Learning with Orientation Matrix to Infer Causal Structure from Time Series Data | Oct 25, 2024 | Causal DiscoveryComputational Efficiency | —Unverified | 0 | 0 |
| MIRA: Medical Time Series Foundation Model for Real-World Health Data | Jun 9, 2025 | EthicsMissing Values | —Unverified | 0 | 0 |
| Mispronunciation Detection of Basic Quranic Recitation Rules using Deep Learning | May 10, 2023 | Deep LearningTime Series | —Unverified | 0 | 0 |
| Localizing the Origin of Idiopathic Ventricular Arrhythmia from ECG Using an Attention-Based Recurrent Convolutional Neural Network | Jan 28, 2023 | RhythmTime Series | —Unverified | 0 | 0 |
| Missing data imputation for noisy time-series data and applications in healthcare | Dec 15, 2024 | Deep LearningDenoising | —Unverified | 0 | 0 |
| Missing Data in Sparse Transition Matrix Estimation for Sub-Gaussian Vector Autoregressive Processes | Feb 26, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 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 | 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 | 0 |
| Localized Sparse Principal Component Analysis of Multivariate Time Series in Frequency Domain | Aug 15, 2024 | EEGTime Series | —Unverified | 0 | 0 |
| Mitigating Cold-start Forecasting using Cold Causal Demand Forecasting Model | Jun 15, 2023 | Causal InferenceDemand Forecasting | —Unverified | 0 | 0 |
| Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation | Feb 21, 2025 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Local Exceptionality Detection in Time Series Using Subgroup Discovery | Aug 5, 2021 | Subgroup DiscoveryTime Series | —Unverified | 0 | 0 |
| Mitigating mode collapse in normalizing flows by annealing with an adaptive schedule: Application to parameter estimation | May 6, 2025 | parameter estimationTime Series | —Unverified | 0 | 0 |
| Locating line and node disturbances in networks of diffusively coupled dynamical agents | Mar 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Detecting and explaining changes in various assets' relationships in financial markets | May 21, 2020 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Bayesian Inference in High-Dimensional Time-Serieswith the Orthogonal Stochastic Linear Mixing Model | Jun 25, 2021 | Bayesian InferenceGaussian Processes | —Unverified | 0 | 0 |
| Local and Global Trend Bayesian Exponential Smoothing Models | Sep 25, 2023 | Time Series | —Unverified | 0 | 0 |
| Load Profile Inpainting for Missing Load Data Restoration and Baseline Estimation | Nov 29, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Mixed pooling of seasonality for time series forecasting: An application to pallet transport data | Aug 14, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| DETECT: A Hierarchical Clustering Algorithm for Behavioural Trends in Temporal Educational Data | May 4, 2020 | ClusteringTime Series | —Unverified | 0 | 0 |
| Bayesian inference from time series of allele frequency data using exact simulation techniques | Feb 17, 2025 | Bayesian InferenceTime Series | —Unverified | 0 | 0 |
| MixSeq: Connecting Macroscopic Time Series Forecasting with Microscopic Time Series Data | Oct 27, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| An Evaluation of Low Overhead Time Series Preprocessing Techniques for Downstream Machine Learning | Sep 12, 2022 | ClassificationTime Series | —Unverified | 0 | 0 |
| LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling | Oct 21, 2024 | Anomaly DetectionImputation | —Unverified | 0 | 0 |
| Mixture Models for the Analysis, Edition, and Synthesis of Continuous Time Series | Apr 21, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2 | Dec 11, 2019 | ManagementTime Series | —Unverified | 0 | 0 |
| LLMs for Time Series: an Application for Single Stocks and Statistical Arbitrage | Dec 12, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 | 0 |
| Detailed Primary and Secondary Distribution System Model Enhancement Using AMI Data | May 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Bayesian inference and superstatistics to describe long memory processes of financial time series | May 10, 2021 | Bayesian InferenceTime Series | —Unverified | 0 | 0 |
| LLM-PS: Empowering Large Language Models for Time Series Forecasting with Temporal Patterns and Semantics | Mar 12, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| LLMForecaster: Improving Seasonal Event Forecasts with Unstructured Textual Data | Dec 3, 2024 | Demand ForecastingTime Series | —Unverified | 0 | 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 | 0 |
| Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC | Jun 12, 2013 | Bayesian InferenceGaussian Processes | —Unverified | 0 | 0 |
| MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data | Jun 28, 2019 | Model SelectionPrediction | —Unverified | 0 | 0 |
| Mlinear: Rethink the Linear Model for Time-series Forecasting | May 8, 2023 | PhilosophyTime Series | —Unverified | 0 | 0 |
| LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction | Jun 16, 2024 | Sentiment AnalysisTime Series | —Unverified | 0 | 0 |
| LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devices | Jun 13, 2024 | Edge-computingTime Series | —Unverified | 0 | 0 |
| LLM Assisted Anomaly Detection Service for Site Reliability Engineers: Enhancing Cloud Infrastructure Resilience | Jan 28, 2025 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| MobilityDL: A Review of Deep Learning From Trajectory Data | Feb 1, 2024 | Deep LearningTime Series | —Unverified | 0 | 0 |
| LLM-ABBA: Understanding time series via symbolic approximation | Nov 27, 2024 | Time SeriesTime Series Classification | —Unverified | 0 | 0 |
| LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction | May 5, 2025 | Temporal SequencesTime Series | —Unverified | 0 | 0 |
| Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection | Jan 25, 2022 | Active LearningAnomaly Detection | —Unverified | 0 | 0 |
| Lithium-ion Battery State of Health Estimation based on Cycle Synchronization using Dynamic Time Warping | Sep 28, 2021 | Dynamic Time WarpingTime Series | —Unverified | 0 | 0 |
| Deriving land surface phenology indicators from CO2 eddy covariance measurements | Jul 1, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Bayesian Forecasting of Stock Returns on the JSE using Simultaneous Graphical Dynamic Linear Models | Jul 7, 2023 | Time Series | —Unverified | 0 | 0 |