| Multivariate Time Series Early Classification Across Channel and Time Dimensions | Jun 26, 2023 | ClassificationEarly Classification | CodeCode Available | 0 |
| Multivariate Time Series Classification with WEASEL+MUSE | Nov 30, 2017 | Classificationfeature selection | CodeCode Available | 0 |
| Multivariate Time Series Classification using Dilated Convolutional Neural Network | May 5, 2019 | Activity RecognitionClassification | CodeCode Available | 0 |
| An early warning system for emerging markets | Apr 4, 2024 | Change Point DetectionTime Series | CodeCode Available | 0 |
| Multivariate Time Series Anomaly Detection using DiffGAN Model | Jan 3, 2025 | Anomaly DetectionGenerative Adversarial Network | CodeCode Available | 0 |
| Multivariate Time Series Anomaly Detection: Fancy Algorithms and Flawed Evaluation Methodology | Aug 24, 2023 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Early Prediction of Causes (not Effects) in Healthcare by Long-Term Clinical Time Series Forecasting | Aug 7, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Cadence: A Practical Time-series Partitioning Algorithm for Unlabeled IoT Sensor Streams | Dec 6, 2021 | Activity RecognitionChange Point Detection | CodeCode Available | 0 |
| Multivariate Human Activity Segmentation: Systematic Benchmark with ClaSP | Jan 1, 2025 | Activity RecognitionChange Point Detection | CodeCode Available | 0 |
| Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one Maps | Oct 13, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Multivariate de Bruijn Graphs: A Symbolic Graph Framework for Time Series Forecasting | May 28, 2025 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals | May 24, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Early Anomaly Detection in Time Series: A Hierarchical Approach for Predicting Critical Health Episodes | Oct 22, 2020 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution | Nov 11, 2019 | PredictionTime Series | CodeCode Available | 0 |
| Multi-Task Neural Processes | Oct 28, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Early Abandoning PrunedDTW and its application to similarity search | Oct 11, 2020 | ClusteringDynamic Time Warping | CodeCode Available | 0 |
| Anomaly detection in the dynamics of web and social networks | Jan 22, 2019 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| A fully automated periodicity detection in time series | May 1, 2019 | ClusteringTime Series | CodeCode Available | 0 |
| A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification | Jan 2, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Multi-Task Dynamical Systems | Oct 8, 2022 | Multi-Task LearningTime Series | CodeCode Available | 0 |
| Multi-SpaCE: Multi-Objective Subsequence-based Sparse Counterfactual Explanations for Multivariate Time Series Classification | Dec 14, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Dynamic Virtual Graph Significance Networks for Predicting Influenza | Feb 16, 2021 | Representation LearningTime Series | CodeCode Available | 0 |
| Anomaly Detection in Multivariate Non-stationary Time Series for Automatic DBMS Diagnosis | Aug 8, 2017 | Anomaly DetectionManagement | CodeCode Available | 0 |
| Dynamic transformation of prior knowledge into Bayesian models for data streams | Mar 13, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Dynamic Time Warping based Adversarial Framework for Time-Series Domain | Jul 9, 2022 | Adversarial RobustnessDynamic Time Warping | CodeCode Available | 0 |
