| Statistical analysis of Wasserstein GANs with applications to time series forecasting | Nov 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Tree-structure Convolutional Neural Network for Temporal Features Exaction on Sensor-based Multi-resident Activity Recognition | Nov 5, 2020 | Activity RecognitionTime Series | —Unverified | 0 |
| Merchant Category Identification Using Credit Card Transactions | Nov 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation | Nov 4, 2020 | Autonomous DrivingEdge-computing | —Unverified | 0 |
| GAGE: Geometry Preserving Attributed Graph Embeddings | Nov 3, 2020 | AttributeLink Prediction | —Unverified | 0 |
| Tabular Transformers for Modeling Multivariate Time Series | Nov 3, 2020 | Fraud DetectionSynthetic Data Generation | CodeCode Available | 1 |
| Nowcasting Growth using Google Trends Data: A Bayesian Structural Time Series Model | Nov 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Forecasting with Stacked Long Short-Term Memory Networks | Nov 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic | Nov 1, 2020 | Emotion RecognitionTime Series | —Unverified | 0 |
| Structured Self-AttentionWeights Encode Semantics in Sentiment Analysis | Nov 1, 2020 | Sentiment AnalysisTime Series | CodeCode Available | 0 |
| ORBITS: Online Recovery of Missing Blocks in Multiple Time Series Streams | Nov 1, 2020 | ImputationMultivariate Time Series Imputation | CodeCode Available | 0 |
| Creating cloud-free satellite imagery from image time series with deep learning | Nov 1, 2020 | Image GenerationMissing Values | —Unverified | 0 |
| A Lane-Changing Prediction Method Based on Temporal Convolution Network | Nov 1, 2020 | PredictionTime Series | —Unverified | 0 |
| Modern strategies for time series regression | Oct 29, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Self-awareness in intelligent vehicles: Feature based dynamic Bayesian models for abnormality detection | Oct 29, 2020 | Anomaly DetectionAutonomous Vehicles | —Unverified | 0 |
| Machine Learning Link Inference of Noisy Delay-coupled Networks with Opto-Electronic Experimental Tests | Oct 29, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Augmenting transferred representations for stock classification | Oct 28, 2020 | ClassificationData Augmentation | —Unverified | 0 |
| Evaluating data augmentation for financial time series classification | Oct 28, 2020 | ClassificationData Augmentation | CodeCode Available | 0 |
| Smart Anomaly Detection in Sensor Systems: A Multi-Perspective Review | Oct 27, 2020 | Anomaly DetectionTime Series | —Unverified | 0 |
| Hybrid Backpropagation Parallel Reservoir Networks | Oct 27, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks | Oct 27, 2020 | Active LearningTime Series | —Unverified | 0 |
| Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting | Oct 27, 2020 | ClusteringDeep Learning | —Unverified | 0 |
| Wearing a MASK: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels | Oct 27, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Quasi-steady uptake and bacterial community assembly in a mathematical model of soil-phosphorus mobility | Oct 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Peak Detection On Data Independent Acquisition Mass Spectrometry Data With Semisupervised Convolutional Transformers | Oct 26, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Benchmarking Deep Learning Interpretability in Time Series Predictions | Oct 26, 2020 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| A Systematic Comparison of Forecasting for Gross Domestic Product in an Emergent Economy | Oct 26, 2020 | Decision MakingState Space Models | —Unverified | 0 |
| Estimation of the mortality rate functions from time series field data in a stage-structured demographic model for Lobesia botrana | Oct 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Inter-Series Attention Model for COVID-19 Forecasting | Oct 25, 2020 | modelTime Series | CodeCode Available | 1 |
| Blind Deinterleaving of Signals in Time Series with Self-attention Based Soft Min-cost Flow Learning | Oct 24, 2020 | ClusteringTime Series | —Unverified | 0 |
| Model of continuous random cascade processes in financial markets | Oct 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Loss-analysis via Attention-scale for Physiologic Time Series | Oct 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Towards Safe Policy Improvement for Non-Stationary MDPs | Oct 23, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data | Oct 23, 2020 | Deep LearningImputation | CodeCode Available | 1 |
| A biologically plausible neural network for Slow Feature Analysis | Oct 23, 2020 | HippocampusTime Series | CodeCode Available | 1 |
| A novel convolutional neural network model to remove muscle artifacts from EEG | Oct 22, 2020 | DenoisingEEG | —Unverified | 0 |
| CellCycleGAN: Spatiotemporal Microscopy Image Synthesis of Cell Populations using Statistical Shape Models and Conditional GANs | Oct 22, 2020 | BenchmarkingCell Segmentation | —Unverified | 0 |
| Early Anomaly Detection in Time Series: A Hierarchical Approach for Predicting Critical Health Episodes | Oct 22, 2020 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Predicting human decision making in psychological tasks with recurrent neural networks | Oct 22, 2020 | Decision MakingTime Series | CodeCode Available | 1 |
| Prediction of Rainfall in Rajasthan, India using Deep and Wide Neural Network | Oct 22, 2020 | ManagementPrediction | —Unverified | 0 |
| A study of the Multicriteria decision analysis based on the time-series features and a TOPSIS method proposal for a tensorial approach | Oct 21, 2020 | Decision MakingTime Series | —Unverified | 0 |
| Anomaly Detection for Multivariate Time Series of Exotic Supernovae | Oct 21, 2020 | Anomaly DetectionTime Series | —Unverified | 0 |
| Model selection in reconciling hierarchical time series | Oct 21, 2020 | modelModel Selection | CodeCode Available | 0 |
| Probabilistic Numeric Convolutional Neural Networks | Oct 21, 2020 | Gaussian ProcessesMissing Values | CodeCode Available | 1 |
| Estimating and backtesting risk under heavy tails | Oct 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sampling Theory of Bandlimited Continuous-Time Graph Signals | Oct 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A novel method of fuzzy time series forecasting based on interval index number and membership value using support vector machine | Oct 20, 2020 | ClusteringTime Series | —Unverified | 0 |
| Variational Dynamic Mixtures | Oct 20, 2020 | Probabilistic Time Series ForecastingTime Series | —Unverified | 0 |
| RDIS: Random Drop Imputation with Self-Training for Incomplete Time Series Data | Oct 20, 2020 | ImputationMissing Values | —Unverified | 0 |
| DATSING: Data Augmented Time Series Forecasting with Adversarial Domain Adaptation | Oct 19, 2020 | Domain AdaptationTime Series | —Unverified | 0 |