| Multivariate Time-series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection | Nov 14, 2018 | General ClassificationRepresentation Learning | —Unverified | 0 | 0 |
| Multivariate Wasserstein Functional Connectivity for Autism Screening | Sep 23, 2022 | Functional ConnectivityTime Series | —Unverified | 0 | 0 |
| Multi-View Fusion Transformer for Sensor-Based Human Activity Recognition | Feb 16, 2022 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 | 0 |
| LeMoLE: LLM-Enhanced Mixture of Linear Experts for Time Series Forecasting | Nov 24, 2024 | Computational EfficiencyNatural Language Understanding | —Unverified | 0 | 0 |
| LeForecast: Enterprise Hybrid Forecast by Time Series Intelligence | Mar 27, 2025 | Demand ForecastingTime Series | —Unverified | 0 | 0 |
| Deep Video Prediction for Time Series Forecasting | Feb 24, 2021 | Decision MakingPrediction | —Unverified | 0 | 0 |
| Correlative Channel-Aware Fusion for Multi-View Time Series Classification | Nov 24, 2019 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| LEAVES: Learning Views for Time-Series Data in Contrastive Learning | Oct 13, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 | 0 |
| Learning to Generate Time Series Conditioned Graphs with Generative Adversarial Nets | Mar 3, 2020 | Graph GenerationTime Series | —Unverified | 0 | 0 |
| Learning zero-cost portfolio selection with pattern matching | May 15, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Muscle Vision: Real Time Keypoint Based Pose Classification of Physical Exercises | Mar 23, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| MuSiCNet: A Gradual Coarse-to-Fine Framework for Irregularly Sampled Multivariate Time Series Analysis | Dec 2, 2024 | Contrastive LearningMissing Values | —Unverified | 0 | 0 |
| Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification | Feb 22, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Mutation frequency time series reveal complex mixtures of clones in the world-wide SARS-CoV-2 viral population | Sep 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| DeepVARMA: A Hybrid Deep Learning and VARMA Model for Chemical Industry Index Forecasting | Apr 26, 2024 | PredictionTime Series | —Unverified | 0 | 0 |
| Myopia prediction for adolescents via time-aware deep learning | Sep 26, 2022 | Deep LearningPrediction | —Unverified | 0 | 0 |
| Balancing Computational Efficiency and Forecast Error in Machine Learning-based Time-Series Forecasting: Insights from Live Experiments on Meteorological Nowcasting | Sep 26, 2023 | Computational EfficiencyDrift Detection | —Unverified | 0 | 0 |
| An Error Correction Mid-term Electricity Load Forecasting Model Based on Seasonal Decomposition | Jun 19, 2023 | Feature EngineeringLoad Forecasting | —Unverified | 0 | 0 |
| NapTune: Efficient Model Tuning for Mood Classification using Previous Night's Sleep Measures along with Wearable Time-series | Sep 7, 2024 | Time Series | —Unverified | 0 | 0 |
| Learning with little mixing | Jun 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Learning with Expected Signatures: Theory and Applications | May 26, 2025 | Time Series | —Unverified | 0 | 0 |
| National-scale electricity peak load forecasting: Traditional, machine learning, or hybrid model? | Jun 30, 2021 | BIG-bench Machine LearningLoad Forecasting | —Unverified | 0 | 0 |
| Navigating Inflation in Ghana: How Can Machine Learning Enhance Economic Stability and Growth Strategies | Oct 8, 2024 | Decision MakingManagement | —Unverified | 0 | 0 |
| Learning Wildfire Model from Incomplete State Observations | Nov 28, 2021 | Managementmodel | —Unverified | 0 | 0 |
| Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives | Aug 15, 2022 | Domain AdaptationDomain Generalization | —Unverified | 0 | 0 |
| Bag of Recurrence Patterns Representation for Time-Series Classification | Mar 29, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Learning who is in the market from time series: market participant discovery through adversarial calibration of multi-agent simulators | Aug 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Nearest Neighbor Multivariate Time Series Forecasting | May 16, 2025 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| Learning User Intent from Action Sequences on Interactive Systems | Dec 4, 2017 | Intent RecognitionMarketing | —Unverified | 0 | 0 |
| Necessary and sufficient conditions for causal feature selection in time series with latent common causes | May 18, 2020 | feature selectionTime Series | —Unverified | 0 | 0 |
| Learning unidirectional coupling using echo-state network | Mar 23, 2023 | Time Series | —Unverified | 0 | 0 |
| An Equilibrium Model for the Cross-Section of Liquidity Premia | Nov 27, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction | Jul 11, 2017 | PredictionTime Series | —Unverified | 0 | 0 |
| Neighbor-encoder | Jan 1, 2018 | DecoderRepresentation Learning | —Unverified | 0 | 0 |
| Learning to Treat Sepsis with Multi-Output Gaussian Process Deep Recurrent Q-Networks | Jan 1, 2018 | Deep Reinforcement LearningGaussian Processes | —Unverified | 0 | 0 |
| Neighborhood Features Help Detecting Non-Technical Losses in Big Data Sets | Jul 4, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Deep Transformer Networks for Time Series Classification: The NPP Safety Case | Apr 9, 2021 | General ClassificationTime Series | —Unverified | 0 | 0 |
| Learning to Program Variational Quantum Circuits with Fast Weights | Feb 27, 2024 | Quantum Machine LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| NetRCA: An Effective Network Fault Cause Localization Algorithm | Feb 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Learning to Predict with Highly Granular Temporal Data: Estimating individual behavioral profiles with smart meter data | Nov 15, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Learning to Fuse Temporal Proximity Networks: A Case Study in Chimpanzee Social Interactions | Feb 1, 2025 | Time Series | —Unverified | 0 | 0 |
| Network Clustering Via Kernel-ARMA Modeling and the Grassmannian The Brain-Network Case | Feb 18, 2020 | ClusteringCommunity Detection | —Unverified | 0 | 0 |
| Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders | May 29, 2023 | DecoderImputation | —Unverified | 0 | 0 |
| Networked Time Series Prediction with Incomplete Data via Generative Adversarial Network | Oct 5, 2021 | Generative Adversarial NetworkManagement | —Unverified | 0 | 0 |
| Deep Transformer Model with Pre-Layer Normalization for COVID-19 Growth Prediction | Jul 10, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| An ensemble of convolution-based methods for fault detection using vibration signals | May 5, 2023 | Fault DetectionTime Series | —Unverified | 0 | 0 |
| Network Intrusion Detection based on LSTM and Feature Embedding | Nov 26, 2019 | Binary ClassificationIntrusion Detection | —Unverified | 0 | 0 |
| Adversarial attacks against Bayesian forecasting dynamic models | Oct 20, 2021 | regressionTime Series | —Unverified | 0 | 0 |
| Network Topology Inference with Sparsity and Laplacian Constraints | Sep 2, 2023 | Time Series | —Unverified | 0 | 0 |
| ABBA: Adaptive Brownian bridge-based symbolic aggregation of time series | Mar 27, 2020 | Anomaly DetectionClustering | —Unverified | 0 | 0 |