| Low-dimensional Models in Spatio-Temporal Wind Speed Forecasting | Mar 4, 2015 | Compressive SensingTime Series | —Unverified | 0 |
| Low Latency Anomaly Detection and Bayesian Network Prediction of Anomaly Likelihood | Nov 11, 2016 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Inferring extended summary causal graphs from observational time series | May 19, 2022 | Causal DiscoveryTime Series | —Unverified | 0 |
| Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization | Apr 30, 2020 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Inferring dynamic regulatory interaction graphs from time series data with perturbations | Jun 13, 2023 | Causal InferenceGraph Attention | —Unverified | 0 |
| Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation | Apr 30, 2021 | ImputationMissing Values | —Unverified | 0 |
| Low Rank Forecasting | Jan 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Low-Rank Temporal Attention-Augmented Bilinear Network for financial time-series forecasting | Jul 5, 2021 | PredictionTime Series | —Unverified | 0 |
| Detection and Estimation of Structural Breaks in High-Dimensional Functional Time Series | Apr 14, 2023 | ClusteringTime Series | —Unverified | 0 |
| LPC-AD: Fast and Accurate Multivariate Time Series Anomaly Detection via Latent Predictive Coding | May 5, 2022 | Anomaly DetectionCloud Computing | —Unverified | 0 |
| LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data | Nov 27, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| LSCD: Lomb-Scargle Conditioned Diffusion for Time series Imputation | Jun 20, 2025 | ImputationTime Series | —Unverified | 0 |
| LSEAttention is All You Need for Time Series Forecasting | Oct 31, 2024 | AllMultivariate Time Series Forecasting | —Unverified | 0 |
| Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies | Oct 8, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data Smashing 2.0: Sequence Likelihood (SL) Divergence For Fast Time Series Comparison | Sep 26, 2019 | Feature EngineeringTime Series | —Unverified | 0 |
| LSTM-based Flow Prediction | Aug 9, 2019 | PredictionTime Series | —Unverified | 0 |
| Attention-based Neural Load Forecasting: A Dynamic Feature Selection Approach | Aug 25, 2021 | Decoderfeature selection | —Unverified | 0 |
| Detection of anomalies in cow activity using wavelet transform based features | Feb 28, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| Analysis of Hydrological and Suspended Sediment Events from Mad River Watershed using Multivariate Time Series Clustering | Nov 28, 2019 | ClusteringTime Series | —Unverified | 0 |
| LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting | Feb 25, 2024 | Computational EfficiencyTime Series | —Unverified | 0 |
| A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation | Aug 8, 2023 | Document SummarizationSemantic Similarity | —Unverified | 0 |
| The amplitude modulation pattern of Gaussian noise is a fingerprint of Gaussianity | Mar 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| MCNS: Mining Causal Natural Structures Inside Time Series via A Novel Internal Causality Scheme | Sep 13, 2023 | Causal InferenceTime Series | —Unverified | 0 |
| Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network | Feb 3, 2020 | SpecificityTime Series | —Unverified | 0 |
| Inferring, comparing and exploring ecological networks from time-series data through R packages constructnet, disgraph and dynet | Mar 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| M3H: Multimodal Multitask Machine Learning for Healthcare | Apr 29, 2024 | Binary ClassificationPatient Phenotyping | —Unverified | 0 |
| A Deep Learning Framework Integrating CNN and BiLSTM for Financial Systemic Risk Analysis and Prediction | Feb 7, 2025 | Time Series | —Unverified | 0 |
| Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection | Nov 26, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Machine-Learned Closure of URANS for Stably Stratified Turbulence: Connecting Physical Timescales & Data Hyperparameters of Deep Time-Series Models | Apr 24, 2024 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Machine Learning Advances for Time Series Forecasting | Dec 23, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Machine Learning Algorithms for Financial Asset Price Forecasting | Mar 31, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Machine Learning Algorithms for Time Series Analysis and Forecasting | Nov 25, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Machine learning algorithms to predict stroke in China based on causal inference of time series analysis | Mar 10, 2025 | Causal InferenceFeature Importance | —Unverified | 0 |
| Machine Learning a Molecular Hamiltonian for Predicting Electron Dynamics | Jul 19, 2020 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Machine Learning and the Internet of Things Enable Steam Flood Optimization for Improved Oil Production | Aug 29, 2019 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Machine learning applications in time series hierarchical forecasting | Dec 1, 2019 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Machine Learning Applied to Peruvian Vegetables Imports | Jan 8, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Machine Learning Approach and Extreme Value Theory to Correlated Stochastic Time Series with Application to Tree Ring Data | Jan 27, 2023 | DescriptiveTime Series | —Unverified | 0 |
| MC-QDSNN: Quantized Deep evolutionary SNN with Multi-Dendritic Compartment Neurons for Stress Detection using Physiological Signals | Oct 7, 2024 | HippocampusNeural Architecture Search | —Unverified | 0 |
| Machine learning approach to detect dynamical states from recurrence measures | Jan 18, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian Inference-assisted Machine Learning for Near Real-Time Jamming Detection and Classification in 5G New Radio (NR) | Apr 26, 2023 | Bayesian InferenceTime Series | —Unverified | 0 |
| Machine learning based automated identification of thunderstorms from anemometric records using shapelet transform | Jan 10, 2021 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Machine Learning-Based Cyberattack Detection and Identification for Automatic Generation Control Systems Considering Nonlinearities | Apr 12, 2025 | Time Series | —Unverified | 0 |
| Machine Learning-based Positioning using Multivariate Time Series Classification for Factory Environments | Aug 22, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |
| Inferring Black Hole Properties from Astronomical Multivariate Time Series with Bayesian Attentive Neural Processes | Jun 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Machine Learning-based vs Deep Learning-based Anomaly Detection in Multivariate Time Series for Spacecraft Attitude Sensors | Sep 26, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Inferring birth versus death dynamics for ecological interactions in stochastic heterogeneous populations | Oct 11, 2024 | Time Series | —Unverified | 0 |
| Machine Learning for a Music Glove Instrument | Jan 27, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Machine Learning for Genomic Data | Nov 15, 2021 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Inferential Theory for Granular Instrumental Variables in High Dimensions | Jan 17, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |