| CASU2Net: Cascaded Unification Network by a Two-step Early Fusion for Fault Detection in Offshore Wind Turbines | Nov 24, 2020 | Fault DetectionTime Series | —Unverified | 0 |
| Discovering Hidden Physics Behind Transport Dynamics | Nov 24, 2020 | Optical Flow EstimationTime Series | —Unverified | 0 |
| Scalable Hybrid Hidden Markov Model with Gaussian Process Emission for Sequential Time-series Observations | Nov 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Marginalised Spectral Mixture Kernels with Nested Sampling | Nov 23, 2020 | Prediction Intervalsregression | —Unverified | 0 |
| Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals | Nov 23, 2020 | Explainable ModelsGeneral Classification | CodeCode Available | 1 |
| Remaining Useful Life Estimation Under Uncertainty with Causal GraphNets | Nov 23, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Time Series Data Imputation: A Survey on Deep Learning Approaches | Nov 23, 2020 | Data IntegrationDeep Learning | —Unverified | 0 |
| Analysis of Empirical Mode Decomposition-based Load and Renewable Time Series Forecasting | Nov 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Continuous Ant-Based Neural Topology Search | Nov 21, 2020 | Neural Architecture SearchTime Series | —Unverified | 0 |
| Central and Non-central Limit Theorems arising from the Scattering Transform and its Neural Activation Generalization | Nov 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Worrying Analysis of Probabilistic Time-series Models for Sales Forecasting | Nov 21, 2020 | Feature EngineeringTime Series | —Unverified | 0 |
| Combining Deep Transfer Learning with Signal-image Encoding for Multi-Modal Mental Wellbeing Classification | Nov 20, 2020 | Emotion ClassificationGeneral Classification | —Unverified | 0 |
| Two-Step Meta-Learning for Time-Series Forecasting Ensemble | Nov 20, 2020 | DiversityMeta-Learning | —Unverified | 0 |
| Deep Directed Information-Based Learning for Privacy-Preserving Smart Meter Data Release | Nov 20, 2020 | Privacy PreservingTime Series | —Unverified | 0 |
| Distributional uncertainty of the financial time series measured by G-expectation | Nov 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Two-Way Transformed Factor Model for Matrix-Variate Time Series | Nov 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Visual Time Series Forecasting: An Image-driven Approach | Nov 18, 2020 | QuantizationTime Series | —Unverified | 0 |
| A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data | Nov 18, 2020 | Decision MakingICU Admission | CodeCode Available | 0 |
| Improved Grey System Models for Predicting Traffic Parameters | Nov 18, 2020 | ManagementTime Series | —Unverified | 0 |
| Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions Using Residual Neural Networks | Nov 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Wavelet-based clustering for time-series trend detection | Nov 17, 2020 | ClusteringTime Series | —Unverified | 0 |
| Distributed Online Learning with Multiple Kernels | Nov 17, 2020 | Privacy PreservingTime Series | —Unverified | 0 |
| Phenotyping Clusters of Patient Trajectories suffering from Chronic Complex Disease | Nov 17, 2020 | ClusteringTime Series | —Unverified | 0 |
| A Time-Frequency based Suspicious Activity Detection for Anti-Money Laundering | Nov 17, 2020 | Action DetectionActivity Detection | —Unverified | 0 |
| Anonymizing Sensor Data on the Edge: A Representation Learning and Transformation Approach | Nov 16, 2020 | AttributeRepresentation Learning | —Unverified | 0 |
| Large-scale kernelized GRANGER causality to infer topology of directed graphs with applications to brain networks | Nov 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Transfer learning of chaotic systems | Nov 15, 2020 | General KnowledgeTime Series | —Unverified | 0 |
| Discovering long term dependencies in noisy time series data using deep learning | Nov 15, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Non-stationary Online Regression | Nov 13, 2020 | regressionTime Series | —Unverified | 0 |
| Determinantal Point Processes Implicitly Regularize Semi-parametric Regression Problems | Nov 13, 2020 | GeophysicsPoint Processes | —Unverified | 0 |
| Personality-Driven Gaze Animation with Conditional Generative Adversarial Networks | Nov 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Solving high-dimensional parameter inference: marginal posterior densities & Moment Networks | Nov 11, 2020 | Density EstimationTime Series | CodeCode Available | 1 |
| Energy consumption forecasting using a stacked nonparametric Bayesian approach | Nov 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Neural Networks and Neuro-Fuzzy Networks for Intellectual Analysis of Economic Systems | Nov 11, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Pattern recognition in micro-trading behaviors before stock price jumps: A framework based on multivariate time series analysis | Nov 10, 2020 | InformativenessTime Series | —Unverified | 0 |
| Testing and Dating Structural Changes in Copula-based Dependence Measures | Nov 10, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting and Analyzing the Military Expenditure of India Using Box-Jenkins ARIMA Model | Nov 10, 2020 | ManagementTime Series | —Unverified | 0 |
| A Soft Computing Approach for Selecting and Combining Spectral Bands | Nov 10, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Applications of Online Nonnegative Matrix Factorization to Image and Time-Series Data | Nov 10, 2020 | Dictionary LearningTime Series | —Unverified | 0 |
| Building an Automated and Self-Aware Anomaly Detection System | Nov 10, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| ATCN: Resource-Efficient Processing of Time Series on Edge | Nov 10, 2020 | General ClassificationHeartbeat Classification | CodeCode Available | 0 |
| Forecasting Emergency Department Capacity Constraints for COVID Isolation Beds | Nov 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Predicting Landsat Reflectance with Deep Generative Fusion | Nov 9, 2020 | HumanitarianTime Series | CodeCode Available | 0 |
| ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis | Nov 9, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Predicting the Future is like Completing a Painting! | Nov 9, 2020 | Image InpaintingPhilosophy | —Unverified | 0 |
| SuperDeConFuse: A Supervised Deep Convolutional Transform based Fusion Framework for Financial Trading Systems | Nov 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The quantization error in a Self-Organizing Map as a contrast and colour specific indicator of single-pixel change in large random patterns | Nov 8, 2020 | QuantizationTime Series | —Unverified | 0 |
| Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems | Nov 7, 2020 | Model Predictive ControlTime Series | —Unverified | 0 |
| Robust Analysis of Stock Price Time Series Using CNN and LSTM-Based Deep Learning Models | Nov 7, 2020 | Stock Price PredictionTime Series | —Unverified | 0 |
| Applying Machine Learning to Crowd-sourced Data from Earthquake Detective | Nov 5, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |