| Topological Data Analysis in Time Series: Temporal Filtration and Application to Single-Cell Genomics | Apr 29, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Digital Twin Framework for Time to Failure Forecasting of Wind Turbine Gearbox: A Concept | Apr 28, 2022 | Fault DetectionTime Series | —Unverified | 0 |
| Transformers in Time-series Analysis: A Tutorial | Apr 28, 2022 | DecoderTime Series | —Unverified | 0 |
| COSTI: a New Classifier for Sequences of Temporal Intervals | Apr 28, 2022 | ClassificationTime Series | CodeCode Available | 0 |
| Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version | Apr 28, 2022 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Fuzzy Cognitive Maps and Hidden Markov Models: Comparative Analysis of Efficiency within the Confines of the Time Series Classification Task | Apr 28, 2022 | ClassificationTime Series | —Unverified | 0 |
| Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction | Apr 28, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Topological Signal Processing using the Weighted Ordinal Partition Network | Apr 27, 2022 | Change Point DetectionTime Series | —Unverified | 0 |
| Open challenges for Machine Learning based Early Decision-Making research | Apr 27, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| On the Use of Dimension Reduction or Signal Separation Methods for Nitrogen River Pollution Source Identification | Apr 27, 2022 | Dimensionality ReductionManagement | —Unverified | 0 |
| Forecasting foreign exchange rates with regression networks tuned by Bayesian optimization | Apr 26, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Encoding Cardiopulmonary Exercise Testing Time Series as Images for Classification using Convolutional Neural Network | Apr 26, 2022 | DiagnosticTime Series | CodeCode Available | 1 |
| Double Diffusion Maps and their Latent Harmonics for Scientific Computations in Latent Space | Apr 26, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Prediction by Multi-task GPR with Spatiotemporal Information Transformation | Apr 26, 2022 | GPRPrediction | CodeCode Available | 0 |
| GDGRU-DTA: Predicting Drug-Target Binding Affinity Based on GNN and Double GRU | Apr 25, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Quantum Bohmian Inspired Potential to Model Non-Gaussian Events and the Application in Financial Markets | Apr 24, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning to Attack Powergrids with DERs | Apr 24, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Satellite Image Time Series Analysis for Big Earth Observation Data | Apr 24, 2022 | BIG-bench Machine LearningCloud Computing | CodeCode Available | 2 |
| Large Scale Time-Series Representation Learning via Simultaneous Low and High Frequency Feature Bootstrapping | Apr 24, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Multi-sensor Suboptimal Fusion Student's t Filter | Apr 23, 2022 | Sensor FusionTime Series | —Unverified | 0 |
| On the semantics of big Earth observation data for land classification | Apr 23, 2022 | ClassificationEarth Observation | —Unverified | 0 |
| STC-IDS: Spatial-Temporal Correlation Feature Analyzing based Intrusion Detection System for Intelligent Connected Vehicles | Apr 23, 2022 | Anomaly ClassificationBayesian Optimization | —Unverified | 0 |
| Dimension Reduction for time series with Variational AutoEncoders | Apr 23, 2022 | Dimensionality ReductionTime Series | —Unverified | 0 |
| AZ-whiteness test: a test for uncorrelated noise on spatio-temporal graphs | Apr 23, 2022 | Spatio-Temporal ForecastingTime Series | CodeCode Available | 0 |
| Time Series Forecasting (TSF) Using Various Deep Learning Models | Apr 23, 2022 | Deep LearningTime Series | —Unverified | 0 |