| A Transformer Framework for Data Fusion and Multi-Task Learning in Smart Cities | Nov 18, 2022 | Computational EfficiencyHumanitarian | CodeCode Available | 0 |
| Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic | Nov 17, 2022 | Decision MakingImputation | —Unverified | 0 |
| DSLOB: A Synthetic Limit Order Book Dataset for Benchmarking Forecasting Algorithms under Distributional Shift | Nov 17, 2022 | BenchmarkingTime Series | —Unverified | 0 |
| Neural Inference of Gaussian Processes for Time Series Data of Quasars | Nov 17, 2022 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Cointegration with Occasionally Binding Constraints | Nov 17, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Parameterization of state duration in Hidden semi-Markov Models: an application in electrocardiography | Nov 17, 2022 | Heartbeat ClassificationTime Series | —Unverified | 0 |
| Hierarchical Estimation for Effective and Efficient Sampling Graph Neural Network | Nov 16, 2022 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Data-driven Real-time Short-term Prediction of Air Quality: Comparison of ES, ARIMA, and LSTM | Nov 16, 2022 | Air Pollution PredictionPrediction | —Unverified | 0 |
| Are we certain it's anomalous? | Nov 16, 2022 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting | Nov 16, 2022 | regressionTAR | CodeCode Available | 1 |
| Graph Filters for Signal Processing and Machine Learning on Graphs | Nov 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Ischemic Stroke Lesion Prediction using imbalanced Temporal Deep Gaussian Process (iTDGP) | Nov 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Parameter-Covariance Maximum Likelihood Estimation | Nov 15, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Realization of Causal Representation Learning to Adjust Confounding Bias in Latent Space | Nov 15, 2022 | Causal InferenceRepresentation Learning | CodeCode Available | 0 |
| Motor imagery classification using EEG spectrograms | Nov 15, 2022 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Backdoor Attacks on Time Series: A Generative Approach | Nov 15, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Wearable-based Human Activity Recognition with Spatio-Temporal Spiking Neural Networks | Nov 14, 2022 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 1 |
| Temporal patterns in insulin needs for Type 1 diabetes | Nov 14, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Advancing the State-of-the-Art for ECG Analysis through Structured State Space Models | Nov 14, 2022 | ECG ClassificationState Space Models | CodeCode Available | 1 |
| Multi-VQG: Generating Engaging Questions for Multiple Images | Nov 14, 2022 | Question AnsweringQuestion Generation | CodeCode Available | 0 |
| Similarity-based Feature Extraction for Large-scale Sparse Traffic Forecasting | Nov 13, 2022 | Graph Neural NetworkTime Series | CodeCode Available | 0 |
| HigeNet: A Highly Efficient Modeling for Long Sequence Time Series Prediction in AIOps | Nov 13, 2022 | CPUTime Series | CodeCode Available | 0 |
| Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of Intelligence | Nov 11, 2022 | feature selectionFunctional Connectivity | CodeCode Available | 0 |
| Data Quality Over Quantity: Pitfalls and Guidelines for Process Analytics | Nov 11, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatial Temporal Graph Convolution with Graph Structure Self-learning for Early MCI Detection | Nov 11, 2022 | Self-LearningTime Series | —Unverified | 0 |
