| Meta-SysId: A Meta-Learning Approach for Simultaneous Identification and Prediction | Jun 1, 2022 | Meta-Learningregression | —Unverified | 0 |
| Visualizing Parliamentary Speeches as Networks: the DYLEN Tool | Jun 1, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data Imputation for Multivariate Time Series Sensor Data with Large Gaps of Missing Data | Jun 1, 2022 | ImputationTime Series | CodeCode Available | 0 |
| A novel approach to rating transition modelling via Machine Learning and SDEs on Lie groups | May 31, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting | May 31, 2022 | Decision MakingInductive Bias | —Unverified | 0 |
| Robust Projection based Anomaly Extraction (RPE) in Univariate Time-Series | May 31, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Temporal Multiresolution Graph Neural Networks For Epidemic Prediction | May 30, 2022 | Graph LearningPrediction | CodeCode Available | 0 |
| A Review and Evaluation of Elastic Distance Functions for Time Series Clustering | May 30, 2022 | ClusteringDynamic Time Warping | —Unverified | 0 |
| FEW SHOT CROP MAPPING USING TRANSFORMERS AND TRANSFER LEARNING WITH SENTINEL-2 TIME SERIES: CASE OF KAIROUAN TUNISIA | May 30, 2022 | ClassificationTime Series | —Unverified | 0 |
| Robust and accelerated single-spike spiking neural network training with applicability to challenging temporal tasks | May 30, 2022 | Audio ClassificationImage Classification | CodeCode Available | 0 |
| CHALLENGER: Training with Attribution Maps | May 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Finding Patterns in Visualized Data by Adding Redundant Visual Information | May 27, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Efficient Forecasting of Large Scale Hierarchical Time Series via Multilevel Clustering | May 27, 2022 | ClusteringTime Series | —Unverified | 0 |
| Towards a Design Framework for TNN-Based Neuromorphic Sensory Processing Units | May 27, 2022 | Clusteringimage-classification | —Unverified | 0 |
| Deep Generators on Commodity Markets; application to Deep Hedging | May 27, 2022 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Self-supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets | May 26, 2022 | Dimensionality ReductionRepresentation Learning | —Unverified | 0 |
| Topological Hidden Markov Models | May 26, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Conformal Prediction Intervals with Temporal Dependence | May 25, 2022 | Conformal PredictionPrediction | CodeCode Available | 0 |
| TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series | May 25, 2022 | ClassificationExplainable artificial intelligence | CodeCode Available | 0 |
| Towards Symbolic Time Series Representation Improved by Kernel Density Estimators | May 25, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Analytics of Business Time Series Using Machine Learning and Bayesian Inference | May 25, 2022 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| UMSNet: An Universal Multi-sensor Network for Human Activity Recognition | May 24, 2022 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| FreDo: Frequency Domain-based Long-Term Time Series Forecasting | May 24, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting Multilinear Data via Transform-Based Tensor Autoregression | May 24, 2022 | TARTime Series | —Unverified | 0 |
| Accelerating hydrodynamic simulations of urban drainage systems with physics-guided machine learning | May 24, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |