| 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 |
| BRITS: Bidirectional Recurrent Imputation for Time Series | May 27, 2018 | General ClassificationImputation | CodeCode Available | 0 |
| Anomaly detection in dynamic networks | Oct 13, 2022 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models | Jan 24, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Multiscale Dubuc: A New Similarity Measure for Time Series | Nov 15, 2024 | Dynamic Time WarpingObject Recognition | CodeCode Available | 0 |
| Dynamics-informed deconvolutional neural networks for super-resolution identification of regime changes in epidemiological time series | Sep 16, 2022 | Model SelectionSuper-Resolution | CodeCode Available | 0 |
| Multi-Scale Convolutional Neural Networks for Time Series Classification | Mar 22, 2016 | ClassificationDynamic Time Warping | CodeCode Available | 0 |
| Dynamic process fault prediction using canonical variable trend analysis | Apr 12, 2016 | PredictionTime Series | CodeCode Available | 0 |
| Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series | Nov 6, 2023 | Time Series | CodeCode Available | 0 |
| Dynamic Natural Language Processing with Recurrence Quantification Analysis | Mar 19, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Dynamic Multi-Network Mining of Tensor Time Series | Feb 19, 2024 | ClusteringTime Series | CodeCode Available | 0 |
| Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG | Dec 18, 2021 | channel selectionDecision Making | CodeCode Available | 0 |
| Multiple-Resolution Tokenization for Time Series Forecasting with an Application to Pricing | Jul 3, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks | Jan 25, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Bridging Simplicity and Sophistication using GLinear: A Novel Architecture for Enhanced Time Series Prediction | Jan 2, 2025 | GLinearTime Series | CodeCode Available | 0 |
| A Framework to Evaluate Early Time-Series Classification Algorithms | Mar 25, 2024 | ClassificationTime Series | CodeCode Available | 0 |
| A Framework for Imbalanced Time-series Forecasting | Jul 22, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A case study of spatiotemporal forecasting techniques for weather forecasting | Sep 29, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Capsule Network for Traffic Speed Prediction in Complex Road Networks | Jul 23, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Multioutput Gaussian Processes with Functional Data: A Study on Coastal Flood Hazard Assessment | Jul 28, 2020 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| BreizhCrops: A Time Series Dataset for Crop Type Mapping | May 28, 2019 | Crop Type MappingTime Series | CodeCode Available | 0 |
| Multi-output Ensembles for Multi-step Forecasting | Jun 26, 2023 | Time Series | CodeCode Available | 0 |
| Breaking the Context Bottleneck on Long Time Series Forecasting | Dec 21, 2024 | Decision MakingTime Series | CodeCode Available | 0 |
| Dynamic financial processes identification using sparse regressive reservoir computers | Oct 18, 2023 | Time Series | CodeCode Available | 0 |
| Multimodal Multi-User Surface Recognition with the Kernel Two-Sample Test | Mar 8, 2023 | BenchmarkingTime Series | CodeCode Available | 0 |
| Multimodal Interpretable Data-Driven Models for Early Prediction of Antimicrobial Multidrug Resistance Using Multivariate Time-Series | Feb 9, 2024 | Time Series | CodeCode Available | 0 |