| Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions Using Residual Neural Networks | Nov 17, 2020 | Time SeriesTime Series Analysis | —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 |
| Discovering long term dependencies in noisy time series data using deep learning | Nov 15, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Transfer learning of chaotic systems | Nov 15, 2020 | General KnowledgeTime Series | —Unverified | 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 |
| 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 |
| A Soft Computing Approach for Selecting and Combining Spectral Bands | Nov 10, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Forecasting and Analyzing the Military Expenditure of India Using Box-Jenkins ARIMA Model | Nov 10, 2020 | ManagementTime Series | —Unverified | 0 |
| Applications of Online Nonnegative Matrix Factorization to Image and Time-Series Data | Nov 10, 2020 | Dictionary 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 |
| ATCN: Resource-Efficient Processing of Time Series on Edge | Nov 10, 2020 | General ClassificationHeartbeat Classification | CodeCode Available | 0 |
| ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis | Nov 9, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Forecasting Emergency Department Capacity Constraints for COVID Isolation Beds | Nov 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Predicting the Future is like Completing a Painting! | Nov 9, 2020 | Image InpaintingPhilosophy | —Unverified | 0 |
| Predicting Landsat Reflectance with Deep Generative Fusion | Nov 9, 2020 | HumanitarianTime Series | CodeCode Available | 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 |
| Statistical analysis of Wasserstein GANs with applications to time series forecasting | Nov 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Merchant Category Identification Using Credit Card Transactions | 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 |
| 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 |
| Time Series Forecasting with Stacked Long Short-Term Memory Networks | Nov 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Nowcasting Growth using Google Trends Data: A Bayesian Structural Time Series Model | Nov 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Lane-Changing Prediction Method Based on Temporal Convolution Network | Nov 1, 2020 | PredictionTime Series | —Unverified | 0 |
| ORBITS: Online Recovery of Missing Blocks in Multiple Time Series Streams | Nov 1, 2020 | ImputationMultivariate Time Series Imputation | CodeCode Available | 0 |
| Structured Self-AttentionWeights Encode Semantics in Sentiment Analysis | Nov 1, 2020 | Sentiment AnalysisTime Series | CodeCode Available | 0 |
| I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic | Nov 1, 2020 | Emotion RecognitionTime Series | —Unverified | 0 |
| Creating cloud-free satellite imagery from image time series with deep learning | Nov 1, 2020 | Image GenerationMissing Values | —Unverified | 0 |
| Self-awareness in intelligent vehicles: Feature based dynamic Bayesian models for abnormality detection | Oct 29, 2020 | Anomaly DetectionAutonomous Vehicles | —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 |
| Evaluating data augmentation for financial time series classification | Oct 28, 2020 | ClassificationData Augmentation | CodeCode Available | 0 |
| Augmenting transferred representations for stock classification | Oct 28, 2020 | ClassificationData Augmentation | —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 |
| Wearing a MASK: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels | Oct 27, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting | Oct 27, 2020 | ClusteringDeep Learning | —Unverified | 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 |
| A Systematic Comparison of Forecasting for Gross Domestic Product in an Emergent Economy | Oct 26, 2020 | Decision MakingState Space Models | —Unverified | 0 |
| Peak Detection On Data Independent Acquisition Mass Spectrometry Data With Semisupervised Convolutional Transformers | Oct 26, 2020 | image-classificationImage Classification | —Unverified | 0 |