| Unsupervised detection and fitness estimation of emerging SARS-CoV-2 variants. Application to wastewater samples (ANRS0160) | Jan 11, 2025 | Model Selectionparameter estimation | CodeCode Available | 0 |
| Robust representations of oil wells' intervals via sparse attention mechanism | Dec 29, 2022 | Representation LearningTime Series | CodeCode Available | 0 |
| Inferring species interactions using Granger causality and convergent cross mapping | Sep 2, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous Domains | Mar 29, 2025 | Anomaly DetectionBenchmarking | CodeCode Available | 0 |
| Unsupervised 4D LiDAR Moving Object Segmentation in Stationary Settings with Multivariate Occupancy Time Series | Dec 30, 2022 | ClusteringSemantic Segmentation | CodeCode Available | 0 |
| Inferring network connectivity from event timing patterns | Mar 27, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Inferring Multidimensional Rates of Aging from Cross-Sectional Data | Jul 12, 2018 | Human AgingTime Series | CodeCode Available | 0 |
| DCIts -- Deep Convolutional Interpreter for time series | Jan 8, 2025 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 0 |
| Attention-Enhanced Reservoir Computing | Dec 27, 2023 | PredictionTemporal Sequences | CodeCode Available | 0 |
| Analysis of the Identifying Regulation with Adversarial Surrogates Algorithm | May 5, 2024 | Time Series | CodeCode Available | 0 |
| Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-regenerative Life Support System Telemetry | Jun 14, 2024 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 0 |
| Universal randomised signatures for generative time series modelling | Jun 14, 2024 | Time Series | CodeCode Available | 0 |
| Inferring directed spectral information flow between mixed-frequency time series | Aug 12, 2024 | Computational EfficiencyGeophysics | CodeCode Available | 0 |
| Inferring Density-Dependent Population Dynamics Mechanisms through Rate Disambiguation for Logistic Birth-Death Processes | May 10, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Framework for Inferring Following Strategies from Time Series of Movement Data | Nov 4, 2019 | Leadership InferenceModel Selection | CodeCode Available | 0 |
| Dataset: Rare Event Classification in Multivariate Time Series | Sep 27, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Unicorn: U-Net for Sea Ice Forecasting with Convolutional Neural Ordinary Differential Equations | May 7, 2024 | Time Series | CodeCode Available | 0 |
| Data Matters: The Case of Predicting Mobile Cellular Traffic | Oct 21, 2024 | PredictionTime Series | CodeCode Available | 0 |
| Understand Waiting Time in Transaction Fee Mechanism: An Interdisciplinary Perspective | May 4, 2023 | Causal InferenceComputer Security | CodeCode Available | 0 |
| Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based Model | Jun 20, 2022 | Earth Surface ForecastingTime Series | CodeCode Available | 0 |
| Industrial-Grade Time-Dependent Counterfactual Root Cause Analysis through the Unanticipated Point of Incipient Failure: a Proof of Concept | Jul 10, 2024 | counterfactualTime Series | CodeCode Available | 0 |
| Data Imputation for Multivariate Time Series Sensor Data with Large Gaps of Missing Data | Jun 1, 2022 | ImputationTime Series | CodeCode Available | 0 |
| Attention-Based Ensemble Pooling for Time Series Forecasting | Oct 24, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Uncertainty-DTW for Time Series and Sequences | Oct 30, 2022 | Action RecognitionDynamic Time Warping | CodeCode Available | 0 |
| IndMask: Inductive Explanation for Multivariate Time Series Black-Box Models | Oct 20, 2024 | Explanation GenerationTime Series | CodeCode Available | 0 |
