| Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets | Jun 13, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Robust Time Series Denoising with Learnable Wavelet Packet Transform | Jun 13, 2022 | DenoisingTime Series | —Unverified | 0 |
| Safe-FinRL: A Low Bias and Variance Deep Reinforcement Learning Implementation for High-Freq Stock Trading | Jun 13, 2022 | Deep Reinforcement LearningTime Series | —Unverified | 0 |
| DRAformer: Differentially Reconstructed Attention Transformer for Time-Series Forecasting | Jun 11, 2022 | DecoderTime Series | —Unverified | 0 |
| Hankel low-rank approximation and completion in time series analysis and forecasting: a brief review | Jun 10, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fault Diagnosis of Inter-turn Short Circuit in Permanent Magnet Synchronous Motors with Current Signal Imaging and Unsupervised Learning | Jun 9, 2022 | Fault DiagnosisFeature Engineering | —Unverified | 0 |
| Exploring Predictive States via Cantor Embeddings and Wasserstein Distance | Jun 9, 2022 | ClusteringDimensionality Reduction | —Unverified | 0 |
| It's a super deal -- train recurrent network on noisy data and get smooth prediction free | Jun 9, 2022 | PredictionTime Series | —Unverified | 0 |
| Multivariate backtests and copulas for risk evaluation | Jun 8, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Classification of Stochastic Processes with Topological Data Analysis | Jun 8, 2022 | ClassificationTime Series | —Unverified | 0 |
| Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection | Jun 7, 2022 | Dynamic Time WarpingOutlier Detection | —Unverified | 0 |
| On the balance between the training time and interpretability of neural ODE for time series modelling | Jun 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting | Jun 7, 2022 | Graph AttentionTime Series | —Unverified | 0 |
| Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data | Jun 6, 2022 | Representation LearningSelf-Supervised Learning | —Unverified | 0 |
| Using Connectome Features to Constrain Echo State Networks | Jun 5, 2022 | ClusteringPrediction | —Unverified | 0 |
| Interpretable Mixture of Experts | Jun 5, 2022 | Decision MakingMixture-of-Experts | —Unverified | 0 |
| DDPG based on multi-scale strokes for financial time series trading strategy | Jun 5, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Analysis | Jun 4, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting the production of Distillate Fuel Oil Refinery and Propane Blender net production by using Time Series Algorithms | Jun 4, 2022 | Production ForecastingTime Series | —Unverified | 0 |
| Constraints on parameter choices for successful reservoir computing | Jun 3, 2022 | PredictionTime Series | —Unverified | 0 |
| Human Activity Recognition on Time Series Accelerometer Sensor Data using LSTM Recurrent Neural Networks | Jun 3, 2022 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Generating Sparse Counterfactual Explanations For Multivariate Time Series | Jun 2, 2022 | counterfactualGenerative Adversarial Network | CodeCode Available | 0 |
| Learning code summarization from a small and local dataset | Jun 2, 2022 | Code SummarizationTime Series | —Unverified | 0 |
| Visualizing Parliamentary Speeches as Networks: the DYLEN Tool | Jun 1, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Meta-SysId: A Meta-Learning Approach for Simultaneous Identification and Prediction | Jun 1, 2022 | Meta-Learningregression | —Unverified | 0 |