| 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 |
| Machine Learning Link Inference of Noisy Delay-coupled Networks with Opto-Electronic Experimental Tests | Oct 29, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Self-awareness in intelligent vehicles: Feature based dynamic Bayesian models for abnormality detection | Oct 29, 2020 | Anomaly DetectionAutonomous Vehicles | —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 |